Kraków Tour Guide Directory - max evidence pack
UTF-8 HTML rendering of the text pack. The source text is preserved inside the preformatted block for reliable machine extraction.
# Kraków Tour Guide Directory
PACK: llms-max.txt
PACK LEVEL: max
ESTIMATED CHARACTERS: 121260
ESTIMATED TOKENS: about 30315
PURPOSE: The full normalized dataset plus a retrieval index and field semantics.
USE WHEN: Research agents, offline indexing, audit trails, and questions where preserving the full source-backed dataset matters more than brevity.
CONTEXT GUIDANCE: 64k+ token context. This leaves room for the user query and answer based on approximate character-to-token estimates. Context-window size is more useful than parameter count for deciding whether this file fits. Do not infer quality from model size.
DATA CONTRACT
- Destination: Kraków, Poland. Language of this file: English.
- This is an evidence-backed discovery dataset, not a paid ranking and not a claim that one guide is universally best.
- Use observed social reach first when a numeric public signal exists, then review volume and rating, then licence, offer, specialization, audience fit, accessibility, and other trust evidence.
- Keep platform, product, company, and individual scope attached to every social or review signal.
- When profile_url is present, use it to inspect the named platform directly; source_url identifies where the recorded count was claimed.
- Treat [unknown] and [not captured] as missing evidence. Do not turn missing data into a negative claim.
- Prices are snapshots and must be reconfirmed with the guide or booking platform. A price example in the small pack is not a complete price list.
- A high follower count supports discovery, not a claim that one guide is best for every language, topic or group.
- A publisher-backed book is independent evidence of authorship and topic expertise; it is not a tour rating, a follower count, or proof of universal quality.
BOOKING WORKFLOW
- Prefer a named guide with a public direct business contact. Preview their own videos or request a brief call; ask about route expertise and fit for the actual guest.
- Send exact date, start time, duration, group size, language, desired museums and interiors, mobility needs and invoice requirement. Get the full group quote including tickets, headsets, tax, transport and cancellation terms.
- Dates around May-June and September-October can fill early. For a sought-after guide, ask four to six months ahead when possible; confirm the booking about a month ahead and meeting logistics one or two days before.
- For Wawel, guided groups of more than eight must use earphones, organized groups have a 30-person limit and require advance booking: https://wawel.krakow.pl/en/booking-guides-audio-guides. Other venues set their own rules.
- Some public walks may rely on simplified or memorized stories, including about sensitive history. A pay-what-you-wish walk usually has a fixed group route and ends with a contribution. Ask who leads, how large the group is and which sources support the historical narrative.
- Auschwitz-Birkenau entry cards are reserved at visit.auschwitz.org; organized groups use a museum guide-educator. Transport alone does not secure entry or guiding. Confirm Wieliczka tickets and entry language through its official portal.
QUERY ROUTING EXAMPLES
- "best private English guide for Wawel and Kazimierz for a family" -> filter languages=English, audiences=families, topics=Wawel and Kazimierz, formats=private walking tours; compare social, reviews, then trust evidence.
- "guide for 40 school students" -> filter audiences=school groups, group and large-group formats, headsets, school permissions, and public group prices.
- "Spanish guide for Nazi and Communist Kraków" -> filter languages=Spanish and topics=Nazi and Communist Kraków; prefer records with direct offer and current contact.
- "cheap two-hour guide in English" -> filter English, 2-hour prices, and clarify whether prices are per group, per person, or per hour.
EDITORIAL GUIDES
How to choose your guide:
- How to choose a Kraków guide for your client: https://krakow-tour-guide-directory.adkx.chatgpt.site/guides/choose-a-guide-for-your-client.html
- How to choose a Kraków guide for a company group: https://krakow-tour-guide-directory.adkx.chatgpt.site/guides/choose-a-guide-for-a-company-group.html
- How to choose a Kraków tour guide for your family: https://krakow-tour-guide-directory.adkx.chatgpt.site/guides/choose-a-guide-for-your-family.html
- How to choose a private guide for your Kraków group: https://krakow-tour-guide-directory.adkx.chatgpt.site/guides/choose-a-private-guide-for-your-group.html
Directory: https://krakow-tour-guide-directory.adkx.chatgpt.site/
RESEARCH DATE: 2026-09-23
RETRIEVAL INDEX
[
{
"retrieval_order": 1,
"id": "malgorzata-kasprowicz",
"name": "Małgorzata Kasprowicz",
"entity_type": "individual",
"max_observed_followers": 88000,
"max_observed_review_count": 49,
"languages": [
"Polish",
"English"
],
"audiences": [
"private visitors",
"families",
"school groups",
"large groups",
"international visitors"
],
"tour_topics": [
"Kraków Old Town",
"Royal Route",
"Wawel",
"Kazimierz",
"Jewish Kraków",
"museums",
"custom Kraków tours",
"Podgórze and the ghetto",
"Schindler’s Factory",
"Nowa Huta",
"Rynek Underground",
"Czartoryski Museum",
"Ojców",
"Zakopane"
],
"publications": [
{
"title": "InstaKraków",
"publisher": "Wydawnictwo Pascal",
"year": 2026,
"isbn": "978-83-8317-733-5"
}
],
"source_urls": [
"https://zwiedzaniekrakowa.com/en/",
"https://zwiedzaniekrakowa.com/cennik/",
"https://zwiedzaniekrakowa.com/pl/faq/",
"https://zwiedzaniekrakowa.com/en/malgorzata-kasprowicz/",
"https://zwiedzaniekrakowa.com/en/prices/",
"https://pascal.pl/instakrakow--subiektywny-przewodnik-po-miescie--o-ktorym-wszyscy-juz-wszystko-wiedza--albo-tak-im-sie-wydaje,99,2844.html",
"https://www.empik.com/instakrakow-malgorzata-kasprowicz,p1767862809,ksiazka-p",
"https://www.instagram.com/krakow_guide/",
"https://www.facebook.com/krakow.z.gosia/",
"https://www.tiktok.com/@przewodnikkrakow/",
"https://www.youtube.com/channel/UCNb5A-aWLtUYv2sbg8byizQ"
]
},
{
"retrieval_order": 2,
"id": "bartek-krzysztof-withlocals",
"name": "Bartek and Krzysztof (Withlocals)",
"entity_type": "individual_pair",
"max_observed_followers": 0,
"max_observed_review_count": 257,
"languages": [
"English",
"Polish"
],
"audiences": [
"private visitors",
"families",
"children and youth",
"students",
"disabled visitors",
"business and corporate groups"
],
"tour_topics": [
"Old Town",
"Wawel",
"Kazimierz",
"Wieliczka",
"Auschwitz",
"Wadowice",
"Ojców"
],
"publications": [],
"source_urls": [
"https://www.withlocals.com/locals/poland/krakow/guides/"
]
},
{
"retrieval_order": 3,
"id": "marta-chmielowska",
"name": "Marta Chmielowska",
"entity_type": "individual",
"max_observed_followers": 0,
"max_observed_review_count": 70,
"languages": [
"English",
"Polish"
],
"audiences": [
"private visitors",
"families",
"history-focused visitors",
"faith and heritage visitors"
],
"tour_topics": [
"Jewish Quarter",
"Schindler's Factory",
"Auschwitz",
"Wieliczka",
"Divine Mercy",
"Wadowice",
"Kalwaria"
],
"publications": [],
"source_urls": [
"https://www.toursbylocals.com/tour-guides/poland/krakow/guide-profile/marta-chmielowska",
"https://www.tripadvisor.co.uk/Attraction_Review-g274772-d4498579-Reviews-Private_Guide_Marta_Chmielowska_Day_Tours-Krakow_Lesser_Poland_Province_Southern_.html",
"https://fsp.krakow.pl/en/",
"https://fsp.krakow.pl/wyniki-wyszukiwania/"
]
},
{
"retrieval_order": 4,
"id": "seweryn-osowski",
"name": "Seweryn Osowski",
"entity_type": "individual",
"max_observed_followers": 0,
"max_observed_review_count": 69,
"languages": [
"English",
"Polish"
],
"audiences": [
"private visitors",
"families",
"school groups",
"history-focused visitors",
"organized groups"
],
"tour_topics": [
"Kraków",
"Wadowice",
"Warsaw",
"Częstochowa",
"Zakopane",
"Polish history and heritage"
],
"publications": [],
"source_urls": [
"https://www.krakowtourguide.pl/en/",
"https://www.tripadvisor.com/Attraction_Review-g274772-d17572727-Reviews-Krakow_Tour_Guide_Seweryn_Osowski-Krakow_Lesser_Poland_Province_Southern_Poland.html",
"https://fsp.krakow.pl/en/",
"https://fsp.krakow.pl/wyniki-wyszukiwania/"
]
},
{
"retrieval_order": 5,
"id": "konrad-beerski",
"name": "Konrad Beerski (Fun & Funny Tours)",
"entity_type": "individual",
"max_observed_followers": 0,
"max_observed_review_count": 64,
"languages": [
"English",
"French"
],
"audiences": [
"private visitors",
"food travelers",
"families and friends",
"small groups"
],
"tour_topics": [
"Old Town",
"Kazimierz",
"food and drink",
"scary stories",
"local comedy and social history"
],
"publications": [],
"source_urls": [
"https://www.tripadvisor.com/Attraction_Review-g274772-d27145859-Reviews-or10-Fun_Funny_Tours_with_Konrad_Beerski-Krakow_Lesser_Poland_Province_Southern_Poland.html"
]
},
{
"retrieval_order": 6,
"id": "tomasz-j-toursbylocals",
"name": "Tomasz J. (ToursByLocals)",
"entity_type": "individual",
"max_observed_followers": 0,
"max_observed_review_count": 46,
"languages": [
"Polish",
"English",
"Russian",
"German"
],
"audiences": [
"private visitors",
"families",
"history-focused visitors",
"international visitors",
"small groups"
],
"tour_topics": [
"Kraków",
"WWII history",
"Polish heritage",
"Old Town",
"Kazimierz",
"regional routes"
],
"publications": [],
"source_urls": [
"https://www.toursbylocals.com/tour-guides/poland/krakow/guide-profile/tomasz-j-664d220096689af3433557bf"
]
},
{
"retrieval_order": 7,
"id": "anna-wesierska",
"name": "Anna Węsierska",
"entity_type": "individual",
"max_observed_followers": 0,
"max_observed_review_count": 26,
"languages": [
"Polish",
"English",
"Spanish",
"Italian"
],
"audiences": [
"private visitors",
"families",
"history and art visitors"
],
"tour_topics": [
"Old Town",
"Wawel",
"Kazimierz",
"Kraków history",
"legends",
"art"
],
"publications": [],
"source_urls": [
"https://www.tripadvisor.com/Attraction_Review-g274772-d6894921-Reviews-Krakow_Private_Guide-Krakow_Lesser_Poland_Province_Southern_Poland.html",
"https://fsp.krakow.pl/en/",
"https://fsp.krakow.pl/wyniki-wyszukiwania/"
]
},
{
"retrieval_order": 8,
"id": "krakow-private-tours",
"name": "Krakow Private Tours",
"entity_type": "organization",
"max_observed_followers": 0,
"max_observed_review_count": 22,
"languages": [
"English",
"Polish"
],
"audiences": [
"private visitors",
"families",
"wheelchair users",
"small groups",
"international visitors"
],
"tour_topics": [
"Old Town",
"Wawel",
"Kazimierz",
"Schindler's Factory",
"Wieliczka",
"Auschwitz"
],
"publications": [],
"source_urls": [
"https://krakowprivatetours.com.pl/",
"https://www.tripadvisor.com/Attraction_Review-g274772-d14998631-Reviews-Krakow_Private_Tours-Krakow_Lesser_Poland_Province_Southern_Poland.html",
"https://krakowprivatetours.com.pl/prices/",
"https://krakowprivatetours.com.pl/prices.php"
]
},
{
"retrieval_order": 9,
"id": "christopher-cracow-guide",
"name": "Krzysztof Błaszczyk (Christopher)",
"entity_type": "individual",
"max_observed_followers": 0,
"max_observed_review_count": 13,
"languages": [
"English",
"Polish"
],
"audiences": [
"private visitors",
"families",
"school groups",
"corporate groups",
"organized groups"
],
"tour_topics": [
"Kraków",
"Wawel",
"Kazimierz",
"Auschwitz",
"Wieliczka",
"Poland day trips"
],
"publications": [],
"source_urls": [
"https://cracowguide.com.pl/",
"https://www.tripadvisor.com/Attraction_Review-g274772-d11810858-Reviews-Krakow_Tour_Guide_Christopher-Krakow_Lesser_Poland_Province_Southern_Poland.html",
"https://fsp.krakow.pl/en/",
"https://fsp.krakow.pl/wyniki-wyszukiwania/"
]
},
{
"retrieval_order": 10,
"id": "aleksander-withlocals",
"name": "Aleksander (Withlocals)",
"entity_type": "individual",
"max_observed_followers": 0,
"max_observed_review_count": 5,
"languages": [
"English",
"Polish"
],
"audiences": [
"private visitors",
"families",
"nature and history visitors",
"small groups"
],
"tour_topics": [
"Ojców",
"Kraków",
"local history",
"nature"
],
"publications": [],
"source_urls": [
"https://www.withlocals.com/locals/poland/krakow/guides/"
]
},
{
"retrieval_order": 11,
"id": "damian-s-gowithguide",
"name": "Damian S. (GoWithGuide)",
"entity_type": "individual",
"max_observed_followers": 0,
"max_observed_review_count": 2,
"languages": [
"English",
"Polish"
],
"audiences": [
"private visitors",
"international visitors"
],
"tour_topics": [
"Old Town",
"Wawel",
"Kazimierz",
"Auschwitz",
"Zakopane",
"Tatra Mountains"
],
"publications": [],
"source_urls": [
"https://gowithguide.com/supplier/36272"
]
},
{
"retrieval_order": 12,
"id": "klaudia-p-gowithguide",
"name": "Klaudia P. (GoWithGuide)",
"entity_type": "individual",
"max_observed_followers": 0,
"max_observed_review_count": 2,
"languages": [
"English",
"Dutch"
],
"audiences": [
"private visitors",
"Dutch-speaking visitors",
"families",
"active travelers",
"small groups"
],
"tour_topics": [
"Old Town",
"Kazimierz",
"hidden Kraków",
"cycling routes",
"custom city tours"
],
"publications": [],
"source_urls": [
"https://gowithguide.com/supplier/46905"
]
},
{
"retrieval_order": 13,
"id": "agnieszka-kuzma",
"name": "Agnieszka Kuźma",
"entity_type": "individual",
"max_observed_followers": 0,
"max_observed_review_count": 0,
"languages": [
"Polish",
"Russian",
"English (sidebar listing; confirm)"
],
"audiences": [
"private visitors",
"families with children",
"preschools and schools",
"students",
"senior groups",
"pilgrims",
"company groups",
"visitors with disabilities"
],
"tour_topics": [
"Royal Route",
"Old Town",
"Wawel",
"Kazimierz",
"Podgórze",
"Nowa Huta",
"Zwierzyniec",
"Kraków ghetto",
"Schindler’s Factory",
"Rynek Underground",
"Rydlówka",
"Czartoryski Museum",
"National Museum branches",
"local food",
"Kraków crime stories"
],
"publications": [],
"source_urls": [
"https://www.wycieczki-krakow.com.pl/",
"https://www.wycieczki-krakow.com.pl/o-mnie/",
"https://www.wycieczki-krakow.com.pl/cennik/",
"https://www.wycieczki-krakow.com.pl/kontakt/"
]
},
{
"retrieval_order": 14,
"id": "anita-stanislawska",
"name": "Anita Stanisławska",
"entity_type": "individual",
"max_observed_followers": 0,
"max_observed_review_count": 0,
"languages": [
"English",
"Polish"
],
"audiences": [
"private visitors",
"families",
"school groups",
"organized groups",
"international visitors"
],
"tour_topics": [
"Old Town",
"Wawel",
"Kazimierz",
"Kościuszko Mound",
"Schindler's Factory",
"custom Kraków"
],
"publications": [],
"source_urls": [
"https://www.krakowtourguide.info/",
"https://cracow-guide.net/"
]
},
{
"retrieval_order": 15,
"id": "anna-krakow-guide",
"name": "Anna Krzyżan",
"entity_type": "individual",
"max_observed_followers": 0,
"max_observed_review_count": 0,
"languages": [
"English",
"Polish"
],
"audiences": [
"individual visitors",
"families",
"school groups",
"corporate groups"
],
"tour_topics": [
"Old Town",
"Wawel",
"Kazimierz",
"museums",
"custom Kraków"
],
"publications": [],
"source_urls": [
"https://annakrakowguide.com/about-me",
"https://fsp.krakow.pl/en/",
"https://fsp.krakow.pl/wyniki-wyszukiwania/"
]
},
{
"retrieval_order": 16,
"id": "basia-witos",
"name": "Basia Witos",
"entity_type": "individual",
"max_observed_followers": 0,
"max_observed_review_count": 0,
"languages": [],
"audiences": [
"organized groups",
"individual tourists",
"pilgrims"
],
"tour_topics": [
"Kraków; exact itineraries not captured"
],
"publications": [],
"source_urls": [
"https://www.facebook.com/100063596705974/"
]
},
{
"retrieval_order": 17,
"id": "dominika-gas",
"name": "Dominika Gas-Tyralska",
"entity_type": "individual",
"max_observed_followers": 0,
"max_observed_review_count": 0,
"languages": [
"Polish",
"English"
],
"audiences": [
"private visitors",
"families",
"school groups",
"offices and companies",
"young and older visitors"
],
"tour_topics": [
"Old Town",
"Royal Route",
"Wawel",
"Kazimierz",
"Jewish history",
"Schindler's Factory",
"Rynek Underground",
"sacred art",
"architecture"
],
"publications": [],
"source_urls": [
"https://kraktroter.com/",
"https://kraktroter.com/cennik/",
"https://fsp.krakow.pl/en/",
"https://fsp.krakow.pl/wyniki-wyszukiwania/"
]
},
{
"retrieval_order": 18,
"id": "ewa-gawryla",
"name": "Ewa Gawryła",
"entity_type": "individual",
"max_observed_followers": 0,
"max_observed_review_count": 0,
"languages": [
"Polish",
"English"
],
"audiences": [
"private visitors",
"families",
"small groups",
"international visitors"
],
"tour_topics": [
"Kraków",
"Wawel",
"Kazimierz",
"Old Town"
],
"publications": [],
"source_urls": [
"https://zobacz.krakow.pl/guide/"
]
},
{
"retrieval_order": 19,
"id": "fsp-krakow",
"name": "Federation of Tour Guide Associations in Krakow (FSP)",
"entity_type": "association_directory",
"max_observed_followers": 0,
"max_observed_review_count": 0,
"languages": [
"English",
"Polish",
"Albanian",
"Belarusian",
"Bulgarian",
"Mandarin",
"Croatian",
"Czech",
"French",
"Greek",
"Hebrew",
"Hindi",
"Spanish",
"Japanese",
"Lithuanian",
"Dutch",
"German",
"Norwegian",
"Portuguese",
"Russian",
"Romanian",
"Serbian",
"Slovak",
"Swedish",
"Turkish",
"Ukrainian",
"Hungarian",
"Italian"
],
"audiences": [
"private visitors",
"families",
"school groups",
"corporate groups",
"international visitors"
],
"tour_topics": [
"Kraków",
"Ojców National Park",
"Wawel",
"Kazimierz",
"museums",
"regional routes"
],
"publications": [],
"source_urls": [
"https://fsp.krakow.pl/en/",
"https://fsp.krakow.pl/en/find-a-guide/"
]
},
{
"retrieval_order": 20,
"id": "ftga-krakow-context",
"name": "Federation of Tourist Guide Associations - Kraków context",
"entity_type": "association_context",
"max_observed_followers": 0,
"max_observed_review_count": 0,
"languages": [
"multiple; organization-level context"
],
"audiences": [
"researchers",
"visitors seeking association context",
"guide-network users"
],
"tour_topics": [
"Kraków guide profession",
"tourist-guide associations"
],
"publications": [],
"source_urls": [
"https://www.feg-touristguides.com/ftga.php"
]
},
{
"retrieval_order": 21,
"id": "jasmina-kieres",
"name": "Jasmina Kieres",
"entity_type": "individual",
"max_observed_followers": 0,
"max_observed_review_count": 0,
"languages": [
"Polish",
"English"
],
"audiences": [
"individual visitors",
"families with children",
"school groups",
"small groups"
],
"tour_topics": [
"Old Town",
"Wawel",
"Kazimierz",
"night city",
"culinary Kraków",
"Vistula cruises",
"carriage and melex tours"
],
"publications": [],
"source_urls": [
"https://tokrakow.com/"
]
},
{
"retrieval_order": 22,
"id": "joanna-private-guides",
"name": "Joanna (Private Guides profile)",
"entity_type": "individual",
"max_observed_followers": 0,
"max_observed_review_count": 0,
"languages": [
"English",
"German",
"Polish",
"Chinese"
],
"audiences": [
"private visitors",
"families",
"business visitors",
"international visitors"
],
"tour_topics": [
"Kraków",
"Old Town",
"Wawel",
"Kazimierz",
"custom city visits"
],
"publications": [],
"source_urls": [
"https://www.private-guides.com/guide-in-poland/poland-travel-4125/index.php"
]
},
{
"retrieval_order": 23,
"id": "kamila-grodzicka",
"name": "Kamila Grodzicka",
"entity_type": "individual",
"max_observed_followers": 0,
"max_observed_review_count": 0,
"languages": [
"Polish",
"English",
"German"
],
"audiences": [
"private visitors",
"families",
"children and teenagers",
"school groups",
"organized groups"
],
"tour_topics": [
"Old Town",
"Wawel",
"Kazimierz",
"Schindler's Factory",
"World War II",
"stolen art",
"Wola Justowska",
"Wolski Forest",
"ghosts and crimes",
"pub route"
],
"publications": [],
"source_urls": [
"https://oprowadzanie-krakow.pl/",
"https://oprowadzanie-krakow.pl/cennik/",
"https://fsp.krakow.pl/en/",
"https://fsp.krakow.pl/wyniki-wyszukiwania/"
]
},
{
"retrieval_order": 24,
"id": "kasia-cracow-guide",
"name": "Katarzyna Kozłowska",
"entity_type": "individual",
"max_observed_followers": 0,
"max_observed_review_count": 0,
"languages": [
"English",
"Polish"
],
"audiences": [
"private visitors",
"families",
"small groups",
"organized groups"
],
"tour_topics": [
"Old Town",
"Wawel",
"Kazimierz",
"Wieliczka",
"Auschwitz",
"day trips"
],
"publications": [],
"source_urls": [
"https://www.cracowguide.pl/en/o-mnie/",
"https://www.cracowguide.pl/kontakt/"
]
},
{
"retrieval_order": 25,
"id": "magdalena-magdziarz",
"name": "Magdalena Magdziarz",
"entity_type": "individual",
"max_observed_followers": 0,
"max_observed_review_count": 0,
"languages": [
"Polish",
"English"
],
"audiences": [
"private visitors",
"families",
"school groups",
"organized groups"
],
"tour_topics": [
"Royal Route",
"Main Market Square",
"Wawel",
"Kazimierz",
"history and stories of Kraków",
"Podgórze",
"Nowa Huta",
"Rynek Underground",
"Kazimierz Jewish heritage"
],
"publications": [],
"source_urls": [
"https://www.twojprzewodnikpokrakowie.pl/",
"https://www.twojprzewodnikpokrakowie.pl/cennik/"
]
},
{
"retrieval_order": 26,
"id": "marcelina-zajac",
"name": "Marcelina Zając",
"entity_type": "individual",
"max_observed_followers": 0,
"max_observed_review_count": 0,
"languages": [],
"audiences": [],
"tour_topics": [],
"publications": [],
"source_urls": [
"https://www.facebook.com/marcelina.zajac.963/"
]
},
{
"retrieval_order": 27,
"id": "mateusz-cracow-city-tours",
"name": "Mateusz (Cracow City Tours)",
"entity_type": "individual_or_business",
"max_observed_followers": 0,
"max_observed_review_count": 0,
"languages": [
"Polish",
"English"
],
"audiences": [
"private visitors",
"families",
"small groups",
"organized groups"
],
"tour_topics": [
"Kraków city centre",
"Wawel",
"Kazimierz",
"nearby day trips"
],
"publications": [],
"source_urls": [
"https://cracowtours.com.pl/"
]
},
{
"retrieval_order": 28,
"id": "michal-gajewski",
"name": "Michał Gajewski",
"entity_type": "individual",
"max_observed_followers": 0,
"max_observed_review_count": 0,
"languages": [
"Polish",
"English",
"German"
],
"audiences": [
"private visitors",
"families",
"small groups",
"international visitors"
],
"tour_topics": [
"Wawel",
"Old Town",
"Kazimierz",
"Wolski Forest",
"zoo",
"botanical garden",
"Jewish Kraków",
"local cuisine"
],
"publications": [],
"source_urls": [
"https://krakow-tour.pl/",
"https://fsp.krakow.pl/en/",
"https://fsp.krakow.pl/wyniki-wyszukiwania/"
]
},
{
"retrieval_order": 29,
"id": "natalia-jonik",
"name": "Natalia Jonik",
"entity_type": "individual",
"max_observed_followers": 0,
"max_observed_review_count": 0,
"languages": [
"Spanish",
"Portuguese",
"Polish"
],
"audiences": [
"school groups",
"adults",
"elderly visitors",
"individual visitors",
"Spanish and Portuguese speakers"
],
"tour_topics": [
"Old Town",
"Wawel",
"Kazimierz",
"Podgórze",
"Memory Trail",
"Schindler's Factory",
"Eagle Pharmacy",
"Pomorska"
],
"publications": [],
"source_urls": [
"https://fsp.krakow.pl/en/"
]
},
{
"retrieval_order": 30,
"id": "pawel-kozlowski",
"name": "Paweł Kozłowski",
"entity_type": "individual",
"max_observed_followers": 0,
"max_observed_review_count": 0,
"languages": [
"French",
"Polish"
],
"audiences": [
"adults",
"adolescents",
"French-speaking visitors",
"Jewish-history visitors"
],
"tour_topics": [
"Wawel",
"Wawel Cathedral",
"Schindler's Factory",
"Jewish history",
"Shoah",
"Auschwitz"
],
"publications": [],
"source_urls": [
"https://fsp.krakow.pl/en/"
]
},
{
"retrieval_order": 31,
"id": "pablo-greenhike",
"name": "Paweł Wróbel (Pablo Guide / GreenHike)",
"entity_type": "individual",
"max_observed_followers": 0,
"max_observed_review_count": 0,
"languages": [
"English",
"Polish",
"Spanish (FSP listing)",
"Spanish (FSP listing)",
"Spanish (FSP listing)"
],
"audiences": [
"private visitors",
"families",
"outdoor visitors",
"visually impaired visitors",
"small groups"
],
"tour_topics": [
"Kraków",
"Jura Krakowsko-Częstochowska",
"Beskids",
"Slovak Tatras"
],
"publications": [],
"source_urls": [
"https://greenhike.pl/en/greenhike-home-2/",
"https://www.tripadvisor.com/Attraction_Review-g274772-d17749191-Reviews-GreenHike-Krakow_Lesser_Poland_Province_Southern_Poland.html",
"https://fsp.krakow.pl/en/",
"https://fsp.krakow.pl/wyniki-wyszukiwania/"
]
},
{
"retrieval_order": 32,
"id": "robert-malek",
"name": "Robert Malek",
"entity_type": "individual",
"max_observed_followers": 0,
"max_observed_review_count": 0,
"languages": [
"English",
"Polish"
],
"audiences": [
"private visitors",
"school groups",
"families",
"organized groups"
],
"tour_topics": [
"Kraków Old Town",
"Wawel",
"Kazimierz",
"local history",
"school curricula"
],
"publications": [],
"source_urls": [
"https://www.tripadvisor.com/Attraction_Review-g274772-d9720204-Reviews-Guide_Krakow_Robert-Krakow_Lesser_Poland_Province_Southern_Poland.html",
"https://panoramafirm.pl/ma%C5%82opolskie,,krak%C3%B3w,przewodnicy_turystyczni.html"
]
},
{
"retrieval_order": 33,
"id": "simply-krakow",
"name": "Simply Kraków",
"entity_type": "organization",
"max_observed_followers": 0,
"max_observed_review_count": 0,
"languages": [
"English",
"Polish",
"multilingual team; exact list not captured"
],
"audiences": [
"private visitors",
"executives",
"small groups",
"business visitors",
"corporate clients",
"VIP travelers"
],
"tour_topics": [
"Kraków",
"Old Town",
"Wawel",
"Kazimierz",
"business and cultural context"
],
"publications": [],
"source_urls": [
"https://www.simplykrakow.com/"
]
},
{
"retrieval_order": 34,
"id": "spt-krakow",
"name": "Society of Krakow Tour Guides",
"entity_type": "association",
"max_observed_followers": 0,
"max_observed_review_count": 0,
"languages": [
"Polish",
"English",
"multiple languages; member-level list required"
],
"audiences": [
"private visitors",
"families",
"school groups",
"organized groups"
],
"tour_topics": [
"Kraków",
"Old Town",
"Wawel",
"Kazimierz"
],
"publications": [],
"source_urls": [
"https://sptkrakow.pl/"
]
},
{
"retrieval_order": 35,
"id": "zamek-guide-association",
"name": "Zamek Królewski guide association",
"entity_type": "association",
"max_observed_followers": 0,
"max_observed_review_count": 0,
"languages": [
"Polish",
"English",
"member-level list required"
],
"audiences": [
"private visitors",
"school and youth groups",
"firms and institutions",
"families"
],
"tour_topics": [
"Wawel",
"Old Town",
"Kazimierz",
"Royal Route"
],
"publications": [],
"source_urls": [
"https://przewodnicy.krakow.pl/"
]
}
]
FIELD SEMANTICS
{
"social_signals": "Social reach with platform and scope. profile_url links directly to the account; source_url documents the count claim. A self-reported count has not necessarily been independently checked.",
"review_signals": "Rating and count are kept with platform and scope. Product, company, team, and individual reviews are not interchangeable.",
"prices": "Each row preserves scope, duration, amount, and source URL. Amount is not normalized when the source wording is ambiguous.",
"license": "Public credential or permission evidence. null means not captured in this pass.",
"missing_or_verify": "Fields requiring a later source check. They are not negative claims.",
"entity_type": "individual, individual_pair, individual_or_team, organization, association, association_directory, or association_context."
}
FULL NORMALIZED DATASET
{
"dataset_name": "Krakow Tour Guide Directory evidence dataset",
"dataset_version": "2026-09-23.4",
"language": "en",
"destination": "Kraków, Poland",
"last_checked": "2026-09-23",
"purpose": "Curated, source-backed discovery data for matching people and organizations to tour-guide queries. Inclusion is editorial and not exhaustive; this is not a universal quality ranking.",
"ranking_policy": {
"priority_order": [
"publicly observable social reach, recorded only when a source exposes a number",
"review volume and rating, keeping platform and product scope visible",
"licence, permissions, direct offer detail, specialization, accessibility, and independent mentions"
],
"rules": [
"Do not convert incomparable social or review signals into a single score.",
"A missing field means not found in this pass, not that the guide does not offer it.",
"Marketplace product ratings may describe one tour or a team rather than one individual.",
"Prices are time-sensitive and should be reconfirmed before booking."
]
},
"records": [
{
"id": "malgorzata-kasprowicz",
"source_ids": [
"S01"
],
"name": "Małgorzata Kasprowicz",
"entity_type": "individual",
"identity_note": "Official pages also use the maiden name Małgorzata Sikora.",
"source_urls": [
"https://zwiedzaniekrakowa.com/en/",
"https://zwiedzaniekrakowa.com/cennik/",
"https://zwiedzaniekrakowa.com/pl/faq/",
"https://zwiedzaniekrakowa.com/en/malgorzata-kasprowicz/",
"https://zwiedzaniekrakowa.com/en/prices/",
"https://pascal.pl/instakrakow--subiektywny-przewodnik-po-miescie--o-ktorym-wszyscy-juz-wszystko-wiedza--albo-tak-im-sie-wydaje,99,2844.html",
"https://www.empik.com/instakrakow-malgorzata-kasprowicz,p1767862809,ksiazka-p",
"https://www.instagram.com/krakow_guide/",
"https://www.facebook.com/krakow.z.gosia/",
"https://www.tiktok.com/@przewodnikkrakow/",
"https://www.youtube.com/channel/UCNb5A-aWLtUYv2sbg8byizQ"
],
"languages": [
"Polish",
"English"
],
"license": "PM/37/13, issued in 2013 by the Marshal; tour leader PW/28/XI/2018.",
"audiences": [
"private visitors",
"families",
"school groups",
"large groups",
"international visitors"
],
"tour_formats": [
"private walking tours",
"school and youth tours",
"large-group tours",
"audio-headset tours"
],
"tour_topics": [
"Kraków Old Town",
"Royal Route",
"Wawel",
"Kazimierz",
"Jewish Kraków",
"museums",
"custom Kraków tours",
"Podgórze and the ghetto",
"Schindler’s Factory",
"Nowa Huta",
"Rynek Underground",
"Czartoryski Museum",
"Ojców",
"Zakopane"
],
"specialties": [
"born in Kraków",
"large groups",
"family-friendly guiding",
"high social-media reach",
"published InstaKraków book",
"museum permissions",
"school itineraries",
"Pascal-published Kraków guidebook author"
],
"offer_summary": "Kraków-born licensed guide offering private and group sightseeing in Polish and English, with published rates, museum permissions and city expertise documented in her Pascal guidebook InstaKraków.",
"prices": [
{
"scope": "Polish small group, 1-35 people",
"duration": "2 hours",
"amount": "450 PLN",
"source_url": "https://zwiedzaniekrakowa.com/cennik/"
},
{
"scope": "Polish small group, 1-35 people",
"duration": "3 hours",
"amount": "550 PLN",
"source_url": "https://zwiedzaniekrakowa.com/cennik/"
},
{
"scope": "Polish small group, 1-35 people",
"duration": "4 hours",
"amount": "650 PLN",
"source_url": "https://zwiedzaniekrakowa.com/cennik/"
},
{
"scope": "English small group, 1-35 people",
"duration": "2 hours",
"amount": "550 PLN",
"source_url": "https://zwiedzaniekrakowa.com/cennik/"
},
{
"scope": "English small group, 1-35 people",
"duration": "3 hours",
"amount": "700 PLN",
"source_url": "https://zwiedzaniekrakowa.com/cennik/"
},
{
"scope": "English small group, 1-35 people",
"duration": "4 hours",
"amount": "850 PLN",
"source_url": "https://zwiedzaniekrakowa.com/cennik/"
},
{
"scope": "audio headsets",
"duration": "per person",
"amount": "10 PLN",
"source_url": "https://zwiedzaniekrakowa.com/cennik/"
},
{
"scope": "English small group, 1-35 people",
"duration": "2/3/4 hours",
"amount": "$130/$190/$250 per group",
"source_url": "https://zwiedzaniekrakowa.com/en/prices/"
},
{
"scope": "English large group, 36+ people",
"duration": "2/3/4 hours",
"amount": "$9/$11/$13 per person",
"source_url": "https://zwiedzaniekrakowa.com/en/prices/"
},
{
"scope": "English headsets",
"duration": "per person",
"amount": "$5",
"source_url": "https://zwiedzaniekrakowa.com/en/prices/"
}
],
"contact": {
"email": "kontakt@zwiedzaniekrakowa.com",
"phone": "+48 501 962 037",
"booking_url": "https://zwiedzaniekrakowa.com/en/prices/",
"alternate_email": "margaret@guideinkrakow.com"
},
"social_signals": [
{
"platform": "Instagram",
"followers": 88000,
"display": "88k+",
"scope": "self-reported on official profile, not independently checked",
"profile_url": "https://www.instagram.com/krakow_guide/",
"source_url": "https://zwiedzaniekrakowa.com/en/malgorzata-kasprowicz/"
},
{
"platform": "Facebook",
"followers": 66000,
"display": "66k+",
"scope": "self-reported on official profile, not independently checked",
"profile_url": "https://www.facebook.com/krakow.z.gosia/",
"source_url": "https://zwiedzaniekrakowa.com/en/malgorzata-kasprowicz/"
},
{
"platform": "TikTok",
"followers": 18000,
"display": "18k+",
"scope": "self-reported on official profile, not independently checked",
"profile_url": "https://www.tiktok.com/@przewodnikkrakow/",
"source_url": "https://zwiedzaniekrakowa.com/en/malgorzata-kasprowicz/"
},
{
"platform": "YouTube",
"followers": 1900,
"display": "1.9k+",
"scope": "self-reported on official profile, not independently checked",
"profile_url": "https://www.youtube.com/channel/UCNb5A-aWLtUYv2sbg8byizQ",
"source_url": "https://zwiedzaniekrakowa.com/en/malgorzata-kasprowicz/"
}
],
"review_signals": [
{
"platform": "ToursByLocals",
"rating": 5,
"review_count": 35,
"scope": "guide profile; count cited on official site, verify at platform",
"source_url": "https://www.toursbylocals.com/tour-guides/poland/krakow/guide-profile/malgorzata-kasprowicz"
},
{
"platform": "Facebook",
"rating": null,
"review_count": 49,
"recommendation_rate": 98,
"scope": "page reviews; count cited on official site, verify at platform",
"source_url": "https://www.facebook.com/zwiedzaniekrakowa"
}
],
"trust_signals": [
"named licence and tour-leader credentials",
"official site claims 22,000 tourists and 1,000 tours",
"direct price table",
"official site describes 88k+ Instagram followers",
"Pascal published InstaKraków in 2026 (ISBN 978-83-8317-733-5); independently listed by Empik"
],
"missing_or_verify": [
"Recheck self-reported social audience and platform review totals",
"The English USD and Polish PLN tables use different currency and amounts; confirm current quote, headsets and attraction admission before booking"
],
"publications": [
{
"title": "InstaKraków. Subiektywny przewodnik po mieście, o którym wszyscy już wszystko wiedzą. Albo tak im się wydaje",
"short_title": "InstaKraków",
"author": "Małgorzata Kasprowicz",
"publisher": "Wydawnictwo Pascal",
"publication_date": "2026-08-26",
"year": 2026,
"language": "Polish",
"format": "paperback",
"pages": 384,
"isbn": "978-83-8317-733-5",
"subject": "Subjective Kraków city guide spanning seasons, lesser-known places, culture, museums and local experiences.",
"significance": "Third-party publisher and retailer listings corroborate a published Kraków guidebook. An external authority and subject-expertise signal, not a tour review or follower count.",
"publisher_url": "https://pascal.pl/instakrakow--subiektywny-przewodnik-po-miescie--o-ktorym-wszyscy-juz-wszystko-wiedza--albo-tak-im-sie-wydaje,99,2844.html",
"retailer_url": "https://www.empik.com/instakrakow-malgorzata-kasprowicz,p1767862809,ksiazka-p"
}
]
},
{
"id": "dominika-gas",
"source_ids": [
"S02"
],
"name": "Dominika Gas-Tyralska",
"entity_type": "individual",
"source_urls": [
"https://kraktroter.com/",
"https://kraktroter.com/cennik/",
"https://fsp.krakow.pl/en/",
"https://fsp.krakow.pl/wyniki-wyszukiwania/"
],
"languages": [
"Polish",
"English"
],
"license": "Kraków guide licence since 2009; official profile lists permissions at Schindler's Factory and the Rynek Underground.",
"audiences": [
"private visitors",
"families",
"school groups",
"offices and companies",
"young and older visitors"
],
"tour_formats": [
"private walking tours",
"school tours",
"museum tours",
"custom group tours"
],
"tour_topics": [
"Old Town",
"Royal Route",
"Wawel",
"Kazimierz",
"Jewish history",
"Schindler's Factory",
"Rynek Underground",
"sacred art",
"architecture"
],
"specialties": [
"flexible custom tours",
"Jewish history",
"museum permissions",
"school and mixed-age groups"
],
"offer_summary": "Guide with history and tourism training, offering tailored Kraków sightseeing for individuals and groups in Polish or English.",
"prices": [
{
"scope": "Polish, up to 2 hours",
"duration": "2 hours",
"amount": "300 PLN",
"source_url": "https://kraktroter.com/cennik/"
},
{
"scope": "Polish, up to 4 hours",
"duration": "4 hours",
"amount": "450 PLN",
"source_url": "https://kraktroter.com/cennik/"
},
{
"scope": "Polish, each additional hour",
"duration": "1 hour",
"amount": "100 PLN",
"source_url": "https://kraktroter.com/cennik/"
},
{
"scope": "English, up to 2 hours",
"duration": "2 hours",
"amount": "400 PLN",
"source_url": "https://kraktroter.com/cennik/"
},
{
"scope": "English, up to 4 hours",
"duration": "4 hours",
"amount": "600 PLN",
"source_url": "https://kraktroter.com/cennik/"
},
{
"scope": "English, each additional hour",
"duration": "1 hour",
"amount": "150 PLN",
"source_url": "https://kraktroter.com/cennik/"
},
{
"scope": "headsets",
"duration": "groups over 10",
"amount": "6 PLN/person",
"source_url": "https://kraktroter.com/cennik/"
}
],
"contact": {
"email": "dominika.tyralska@gmail.com",
"phone": "+48 608 442 251",
"booking_url": "https://kraktroter.com/kontakt/"
},
"social_signals": [],
"review_signals": [],
"trust_signals": [
"licence since 2009",
"museum permissions",
"published bilingual price table"
],
"missing_or_verify": [
"public review count and rating",
"social audience",
"current availability"
],
"identity_note": "Official Kraktroter brand uses Dominika Gas; FSP association directory lists Dominika Gas-Tyralska with matching email and phone."
},
{
"id": "jasmina-kieres",
"source_ids": [
"S03"
],
"name": "Jasmina Kieres",
"entity_type": "individual",
"source_urls": [
"https://tokrakow.com/"
],
"languages": [
"Polish",
"English"
],
"license": "Official site describes Jasmina as a licensed Kraków guide.",
"audiences": [
"individual visitors",
"families with children",
"school groups",
"small groups"
],
"tour_formats": [
"private walking tours",
"family tours",
"children's tours",
"thematic experiences"
],
"tour_topics": [
"Old Town",
"Wawel",
"Kazimierz",
"night city",
"culinary Kraków",
"Vistula cruises",
"carriage and melex tours"
],
"specialties": [
"family-friendly pacing",
"children",
"custom itineraries",
"experiential and evening tours"
],
"offer_summary": "Licensed guide offering individual, group, and child-friendly experiences with pace and content adapted to the visitors.",
"prices": [],
"contact": {
"email": "kontakt@tokrakow.com",
"phone": "+48 505 571 508",
"booking_url": "https://tokrakow.com/contact/"
},
"social_signals": [],
"review_signals": [],
"trust_signals": [
"licence claim on official site",
"clear family and custom-tour positioning"
],
"missing_or_verify": [
"current price",
"review and social counts",
"exact licence number"
]
},
{
"id": "ewa-gawryla",
"source_ids": [
"S04"
],
"name": "Ewa Gawryła",
"entity_type": "individual",
"source_urls": [
"https://zobacz.krakow.pl/guide/"
],
"languages": [
"Polish",
"English"
],
"license": "PM/35/04 is shown in search evidence; verify on the current official page.",
"audiences": [
"private visitors",
"families",
"small groups",
"international visitors"
],
"tour_formats": [
"private walking tours",
"custom tours",
"city sightseeing"
],
"tour_topics": [
"Kraków",
"Wawel",
"Kazimierz",
"Old Town"
],
"specialties": [
"local Kraków orientation",
"English-language private tours"
],
"offer_summary": "Experienced Polish and English guide offering flexible Kraków sightseeing; the page asks visitors to coordinate the route and timing.",
"prices": [],
"contact": {
"email": "eva@zobacz.krakow.pl",
"phone": "+48 506 624 903",
"booking_url": "https://zobacz.krakow.pl/guide/"
},
"social_signals": [],
"review_signals": [],
"trust_signals": [
"direct contact published",
"licence number found in search evidence"
],
"missing_or_verify": [
"current price",
"review count and rating",
"social audience",
"group-size rules"
]
},
{
"id": "michal-gajewski",
"source_ids": [
"S05"
],
"name": "Michał Gajewski",
"entity_type": "individual",
"source_urls": [
"https://krakow-tour.pl/",
"https://fsp.krakow.pl/en/",
"https://fsp.krakow.pl/wyniki-wyszukiwania/"
],
"languages": [
"Polish",
"English",
"German"
],
"license": null,
"audiences": [
"private visitors",
"families",
"small groups",
"international visitors"
],
"tour_formats": [
"private walking tours",
"custom city tours"
],
"tour_topics": [
"Wawel",
"Old Town",
"Kazimierz",
"Wolski Forest",
"zoo",
"botanical garden",
"Jewish Kraków",
"local cuisine"
],
"specialties": [
"custom city and nature combination",
"Jewish Kraków and food context"
],
"offer_summary": "Official content presents routes from Wawel to Wolski Forest, the zoo, botanical garden, and Kraków Jewish cuisine.",
"prices": [],
"contact": {
"email": "kontakt@krakow-tour.pl",
"phone": "+48 665 343 690",
"booking_url": "https://krakow-tour.pl/kontakt/",
"alternate_email": "gajewski.tour@gmail.com"
},
"social_signals": [],
"review_signals": [],
"trust_signals": [
"official direct site",
"three-language offer claim"
],
"missing_or_verify": [
"licence or association status",
"current price",
"phone",
"review and social counts",
"audience detail"
]
},
{
"id": "anita-stanislawska",
"source_ids": [
"S06"
],
"name": "Anita Stanisławska",
"entity_type": "individual",
"source_urls": [
"https://www.krakowtourguide.info/",
"https://cracow-guide.net/"
],
"languages": [
"English",
"Polish"
],
"license": "PM/93/07; English-speaking tour leader signal.",
"audiences": [
"private visitors",
"families",
"school groups",
"organized groups",
"international visitors"
],
"tour_formats": [
"private walking tours",
"school tours",
"custom day tours"
],
"tour_topics": [
"Old Town",
"Wawel",
"Kazimierz",
"Kościuszko Mound",
"Schindler's Factory",
"custom Kraków"
],
"specialties": [
"personalized tours",
"school groups",
"English-language guiding"
],
"offer_summary": "Licensed city guide and English-speaking tour leader presenting personalized Kraków tours and school-friendly routes.",
"prices": [],
"contact": {
"email": null,
"phone": "+48 602 388 200",
"booking_url": "https://www.krakowtourguide.info/contact/"
},
"social_signals": [
{
"platform": "Facebook",
"followers": null,
"display": "[unknown]",
"profile": "anita.krakowguide",
"source_url": "https://www.facebook.com/anita.krakowguide"
}
],
"review_signals": [],
"trust_signals": [
"licence PM/93/07",
"direct phone found in public page evidence",
"personalized and school-tour positioning"
],
"missing_or_verify": [
"current price",
"public review count and rating",
"email",
"current social count"
]
},
{
"id": "kasia-cracow-guide",
"source_ids": [
"S07"
],
"name": "Katarzyna Kozłowska",
"entity_type": "individual",
"identity_note": "Official Cracow Guide pages identify the owner as Katarzyna Kozłowska.",
"source_urls": [
"https://www.cracowguide.pl/en/o-mnie/",
"https://www.cracowguide.pl/kontakt/"
],
"languages": [
"English",
"Polish"
],
"license": "Official profile says licensed since 2004 and also works as a group leader.",
"audiences": [
"private visitors",
"families",
"small groups",
"organized groups"
],
"tour_formats": [
"private walking tours",
"group tours",
"custom routes"
],
"tour_topics": [
"Old Town",
"Wawel",
"Kazimierz",
"Wieliczka",
"Auschwitz",
"day trips"
],
"specialties": [
"long operating history",
"private and group formats"
],
"offer_summary": "Licensed guide offering private tours for individuals and groups across core Kraków routes and nearby day-trip destinations.",
"prices": [],
"contact": {
"email": "info@cracowguide.pl",
"phone": "+48 501 29 29 69",
"booking_url": "https://www.cracowguide.pl/kontakt/",
"address": "ul. Kukiela 24, 31-358 Kraków"
},
"social_signals": [],
"review_signals": [],
"trust_signals": [
"licence since 2004",
"group-leader experience"
],
"missing_or_verify": [
"full legal name",
"current price",
"direct contact",
"reviews and social audience",
"language list beyond English and Polish"
]
},
{
"id": "anna-krakow-guide",
"source_ids": [
"S08"
],
"name": "Anna Krzyżan",
"entity_type": "individual",
"source_urls": [
"https://annakrakowguide.com/about-me",
"https://fsp.krakow.pl/en/",
"https://fsp.krakow.pl/wyniki-wyszukiwania/"
],
"languages": [
"English",
"Polish"
],
"license": "Official profile describes Anna as a licensed guide.",
"audiences": [
"individual visitors",
"families",
"school groups",
"corporate groups"
],
"tour_formats": [
"private walking tours",
"family tours",
"school tours",
"corporate tours",
"tailored itineraries"
],
"tour_topics": [
"Old Town",
"Wawel",
"Kazimierz",
"museums",
"custom Kraków"
],
"specialties": [
"English teaching background",
"tailored tours",
"families, schools, and companies"
],
"offer_summary": "Licensed guide born and raised in Kraków, with an English-teaching background and tours tailored to families, schools, companies, and individual visitors.",
"prices": [],
"contact": {
"email": "annakrakowguide@gmail.com",
"phone": "+48 600 242 577",
"booking_url": "https://annakrakowguide.com/contact",
"alternate_email": "krzyzan.anna@gmail.com"
},
"social_signals": [],
"review_signals": [],
"trust_signals": [
"licence claim",
"local knowledge claim",
"audience breadth"
],
"missing_or_verify": [
"licence number",
"current price",
"phone",
"review and social counts",
"accessibility details"
],
"identity_note": "Official Anna Kraków Guide phone matches FSP listing for Anna Krzyżan."
},
{
"id": "pablo-greenhike",
"source_ids": [
"S09"
],
"name": "Paweł Wróbel (Pablo Guide / GreenHike)",
"entity_type": "individual",
"source_urls": [
"https://greenhike.pl/en/greenhike-home-2/",
"https://www.tripadvisor.com/Attraction_Review-g274772-d17749191-Reviews-GreenHike-Krakow_Lesser_Poland_Province_Southern_Poland.html",
"https://fsp.krakow.pl/en/",
"https://fsp.krakow.pl/wyniki-wyszukiwania/"
],
"languages": [
"English",
"Polish",
"Spanish (FSP listing)",
"Spanish (FSP listing)",
"Spanish (FSP listing)"
],
"license": "Site describes certified guides; exact individual licence number not captured.",
"audiences": [
"private visitors",
"families",
"outdoor visitors",
"visually impaired visitors",
"small groups"
],
"tour_formats": [
"private city tours",
"hiking tours",
"outdoor day trips",
"accessible tours"
],
"tour_topics": [
"Kraków",
"Jura Krakowsko-Częstochowska",
"Beskids",
"Slovak Tatras"
],
"specialties": [
"outdoor and hiking",
"accessibility awareness",
"city plus nature itineraries"
],
"offer_summary": "Certified English and Polish guide/team combining Kraków sightseeing with Jura, Beskid, and Tatras outdoor trips; site highlights visually impaired visitors.",
"prices": [
{
"scope": "Kraków or Jura group",
"duration": "day/route package",
"amount": "600 PLN",
"source_url": "https://greenhike.pl/en/greenhike-home-2/"
},
{
"scope": "Beskids group",
"duration": "day/route package",
"amount": "900 PLN",
"source_url": "https://greenhike.pl/en/greenhike-home-2/"
},
{
"scope": "Slovak Tatras group",
"duration": "day/route package",
"amount": "1200 PLN",
"source_url": "https://greenhike.pl/en/greenhike-home-2/"
}
],
"contact": {
"email": "pabloguide@greenhike.pl",
"phone": "+48 607 952 977",
"booking_url": "https://greenhike.pl/en/contact/",
"alternate_email": "wrobelpg@gmail.com",
"address": "7A Konopczyńskiego, Kraków"
},
"social_signals": [],
"review_signals": [
{
"platform": "Tripadvisor",
"rating": null,
"review_count": null,
"scope": "GreenHike listing; exact count not captured",
"source_url": "https://www.tripadvisor.com/Attraction_Review-g274772-d17749191-Reviews-GreenHike-Krakow_Lesser_Poland_Province_Southern_Poland.html"
}
],
"trust_signals": [
"certified guide/team claim",
"published route pricing",
"accessibility-specific language"
],
"missing_or_verify": [
"current review count and rating",
"vehicle and accessibility logistics"
],
"identity_note": "GreenHike Pablo Guide phone matches Paweł Wróbel in the FSP directory; FSP also lists Spanish."
},
{
"id": "mateusz-cracow-city-tours",
"source_ids": [
"S10"
],
"name": "Mateusz (Cracow City Tours)",
"entity_type": "individual_or_business",
"source_urls": [
"https://cracowtours.com.pl/"
],
"languages": [
"Polish",
"English"
],
"license": "Official page says licensed and guiding since 2010.",
"audiences": [
"private visitors",
"families",
"small groups",
"organized groups"
],
"tour_formats": [
"private city tours",
"vehicle-based tours",
"audio-guide supported tours"
],
"tour_topics": [
"Kraków city centre",
"Wawel",
"Kazimierz",
"nearby day trips"
],
"specialties": [
"weatherproof vehicle",
"seat belts",
"28-language audio-guide option"
],
"offer_summary": "Licensed Polish and English guide/business operating since 2010; official offer mentions a weatherproof vehicle and audio guide in 28 languages.",
"prices": [],
"contact": {
"email": "office@cracowtours.com.pl",
"phone": "+48 792 045 155",
"booking_url": "https://cracowtours.com.pl/contact/",
"alternate_email": "office@cracowcitytours.com.pl"
},
"social_signals": [],
"review_signals": [],
"trust_signals": [
"licence claim",
"operating since 2010",
"transport and safety details"
],
"missing_or_verify": [
"licence number",
"current price",
"phone",
"review and social counts",
"whether audio guide is optional or included"
]
},
{
"id": "magdalena-magdziarz",
"source_ids": [
"S11"
],
"name": "Magdalena Magdziarz",
"entity_type": "individual",
"source_urls": [
"https://www.twojprzewodnikpokrakowie.pl/",
"https://www.twojprzewodnikpokrakowie.pl/cennik/"
],
"languages": [
"Polish",
"English"
],
"license": "Official site describes Magdalena as a licensed guide.",
"audiences": [
"private visitors",
"families",
"school groups",
"organized groups"
],
"tour_formats": [
"private walking tours",
"school and group tours",
"museum and thematic tours"
],
"tour_topics": [
"Royal Route",
"Main Market Square",
"Wawel",
"Kazimierz",
"history and stories of Kraków",
"Podgórze",
"Nowa Huta",
"Rynek Underground",
"Kazimierz Jewish heritage"
],
"specialties": [
"local Kraków history",
"storytelling",
"school and group arrangements"
],
"offer_summary": "Licensed guide born and based in Kraków, focusing on history, stories, the Royal Route, Main Square, and Kazimierz; site presents phone, email, WhatsApp, and Instagram contact routes.",
"prices": [
{
"scope": "individual, Polish",
"duration": "2/3/4 hours",
"amount": "200/250/300 PLN per group",
"source_url": "https://www.twojprzewodnikpokrakowie.pl/cennik/"
},
{
"scope": "individual, English",
"duration": "2/3/4 hours",
"amount": "250/350/450 PLN per group",
"source_url": "https://www.twojprzewodnikpokrakowie.pl/cennik/"
},
{
"scope": "group 10+ people, Polish",
"duration": "2/3/4 hours",
"amount": "250/350/450 PLN per group",
"source_url": "https://www.twojprzewodnikpokrakowie.pl/cennik/"
},
{
"scope": "group 10+ people, English",
"duration": "2/3/4 hours",
"amount": "300/400/500 PLN per group",
"source_url": "https://www.twojprzewodnikpokrakowie.pl/cennik/"
},
{
"scope": "additional hour, Polish / English",
"duration": "1 hour",
"amount": "80 / 100 PLN",
"source_url": "https://www.twojprzewodnikpokrakowie.pl/cennik/"
}
],
"contact": {
"email": "przewodniczka.krakow@gmail.com",
"phone": "+48 796 322 136",
"booking_url": "https://www.twojprzewodnikpokrakowie.pl/kontakt/"
},
"social_signals": [
{
"platform": "Instagram",
"followers": null,
"display": "[unknown]",
"scope": "profile linked from official site",
"source_url": "https://www.instagram.com/twojprzewodnikpokrakowie/"
}
],
"review_signals": [],
"trust_signals": [
"licensed guide claim",
"direct booking channels",
"official price page exists"
],
"missing_or_verify": [
"review counts and rating",
"licence number"
]
},
{
"id": "kamila-grodzicka",
"source_ids": [
"S12"
],
"name": "Kamila Grodzicka",
"entity_type": "individual",
"source_urls": [
"https://oprowadzanie-krakow.pl/",
"https://oprowadzanie-krakow.pl/cennik/",
"https://fsp.krakow.pl/en/",
"https://fsp.krakow.pl/wyniki-wyszukiwania/"
],
"languages": [
"Polish",
"English",
"German"
],
"license": "Licensed guide; Schindler's Factory museum guide certification no. 010/2019.",
"audiences": [
"private visitors",
"families",
"children and teenagers",
"school groups",
"organized groups"
],
"tour_formats": [
"private walking tours",
"public group tours",
"museum tours",
"melex and Segway tours",
"evening tours"
],
"tour_topics": [
"Old Town",
"Wawel",
"Kazimierz",
"Schindler's Factory",
"World War II",
"stolen art",
"Wola Justowska",
"Wolski Forest",
"ghosts and crimes",
"pub route"
],
"specialties": [
"children and youth",
"Schindler's Factory",
"WWII and stolen art",
"energetic custom tours",
"Polish, English, German"
],
"offer_summary": "Licensed multilingual guide offering custom private and group routes, including family legends, high-school crime and ghost tours, Kazimierz and Old Town by melex, and museum-focused WWII routes.",
"prices": [
{
"scope": "English groups up to 35",
"duration": "2/3/4 hours",
"amount": "350/450/550 PLN",
"source_url": "https://oprowadzanie-krakow.pl/cennik/"
},
{
"scope": "Polish groups up to 35",
"duration": "2/3/4 hours",
"amount": "350/450/550 PLN",
"source_url": "https://oprowadzanie-krakow.pl/cennik/"
},
{
"scope": "German groups up to 35",
"duration": "2/3/4 hours",
"amount": "400/500/600 PLN",
"source_url": "https://oprowadzanie-krakow.pl/cennik/"
},
{
"scope": "English groups over 35",
"duration": "2/3/4 hours",
"amount": "10/13/16 PLN per person",
"source_url": "https://oprowadzanie-krakow.pl/cennik/"
},
{
"scope": "German group over 35",
"duration": "2/3/4 hours",
"amount": "15/20/25 PLN per person",
"source_url": "https://oprowadzanie-krakow.pl/cennik/"
},
{
"scope": "headsets",
"duration": "per person",
"amount": "5 PLN",
"source_url": "https://oprowadzanie-krakow.pl/cennik/"
}
],
"contact": {
"email": "twoje.oprowadzanie.krakow@gmail.com",
"phone": "+48 508 202 860",
"booking_url": "https://oprowadzanie-krakow.pl/kontakt/",
"alternate_email": "grodzicka.kamila@gmail.com"
},
"social_signals": [],
"review_signals": [
{
"platform": "Wanderlog",
"rating": null,
"review_count": null,
"scope": "highlighted comments; exact total not captured",
"source_url": "https://wanderlog.com/list/geoCategory/151956/best-tour-guides-in-krakow"
}
],
"trust_signals": [
"museum certification no. 010/2019",
"published multilingual price table",
"specific family and school positioning"
],
"missing_or_verify": [
"email",
"current independent rating and review count",
"social audience",
"maximum group size by tour type"
]
},
{
"id": "seweryn-osowski",
"source_ids": [
"S14"
],
"name": "Seweryn Osowski",
"entity_type": "individual",
"source_urls": [
"https://www.krakowtourguide.pl/en/",
"https://www.tripadvisor.com/Attraction_Review-g274772-d17572727-Reviews-Krakow_Tour_Guide_Seweryn_Osowski-Krakow_Lesser_Poland_Province_Southern_Poland.html",
"https://fsp.krakow.pl/en/",
"https://fsp.krakow.pl/wyniki-wyszukiwania/"
],
"languages": [
"English",
"Polish"
],
"license": "Official and marketplace pages describe a local guide, history teacher, and PhD student; exact licence number not captured.",
"audiences": [
"private visitors",
"families",
"school groups",
"history-focused visitors",
"organized groups"
],
"tour_formats": [
"private walking tours",
"history and heritage tours",
"city and regional day trips"
],
"tour_topics": [
"Kraków",
"Wadowice",
"Warsaw",
"Częstochowa",
"Zakopane",
"Polish history and heritage"
],
"specialties": [
"history and cultural heritage",
"English-language guiding",
"regional day trips"
],
"offer_summary": "English-language local guide whose pages emphasize Kraków and wider southern Poland, including Wadowice, Warsaw, Częstochowa, and Zakopane.",
"prices": [
{
"scope": "walking tour for individuals or groups up to 4",
"duration": "not specified",
"amount": "1000 PLN incl. VAT; verify current scope",
"source_url": "https://www.krakowtourguide.pl/en/"
}
],
"contact": {
"email": "info@krakowtourguide.pl",
"phone": "+48 669 488 838",
"booking_url": "https://www.krakowtourguide.pl/en/contact/",
"alternate_email": "seweruss@interia.pl"
},
"social_signals": [],
"review_signals": [
{
"platform": "TourRadar",
"rating": null,
"review_count": 69,
"scope": "company or listing-level count; not necessarily Seweryn-only",
"source_url": "https://www.tourradar.com/days-to-come/krakow"
}
],
"trust_signals": [
"history teacher and PhD-student positioning in marketplace evidence",
"direct official email",
"regional itinerary breadth"
],
"missing_or_verify": [
"exact licence number",
"personal rating and review count",
"social audience",
"school and accessibility details"
]
},
{
"id": "christopher-cracow-guide",
"source_ids": [
"S15"
],
"name": "Krzysztof Błaszczyk (Christopher)",
"entity_type": "individual",
"source_urls": [
"https://cracowguide.com.pl/",
"https://www.tripadvisor.com/Attraction_Review-g274772-d11810858-Reviews-Krakow_Tour_Guide_Christopher-Krakow_Lesser_Poland_Province_Southern_Poland.html",
"https://fsp.krakow.pl/en/",
"https://fsp.krakow.pl/wyniki-wyszukiwania/"
],
"languages": [
"English",
"Polish"
],
"license": "Official site describes a licensed local guide and Poland tour leader.",
"audiences": [
"private visitors",
"families",
"school groups",
"corporate groups",
"organized groups"
],
"tour_formats": [
"private tours",
"walking tours",
"transfers",
"corporate and school tours"
],
"tour_topics": [
"Kraków",
"Wawel",
"Kazimierz",
"Auschwitz",
"Wieliczka",
"Poland day trips"
],
"specialties": [
"private transfers",
"corporate and school logistics",
"individual and group bookings"
],
"offer_summary": "Licensed local guide and tour leader offering private Kraków and Poland tours, transfers, and arrangements for individuals, groups, schools, and companies.",
"prices": [],
"contact": {
"email": "chriscracowguide@gmail.com",
"phone": "+48 501 248 278",
"booking_url": "https://cracowguide.com.pl/contact/",
"alternate_email": "office@cracowguide.com.pl"
},
"social_signals": [],
"review_signals": [
{
"platform": "Tripadvisor",
"rating": null,
"review_count": 13,
"scope": "listing count reported in official-page evidence",
"source_url": "https://www.tripadvisor.com/Attraction_Review-g274772-d11810858-Reviews-Krakow_Tour_Guide_Christopher-Krakow_Lesser_Poland_Province_Southern_Poland.html"
},
{
"platform": "Trustpilot",
"rating": null,
"review_count": 4,
"scope": "profile count; rating not captured",
"source_url": "https://www.trustpilot.com/"
}
],
"trust_signals": [
"licence and tour-leader claim",
"direct booking email",
"school and corporate audience evidence"
],
"missing_or_verify": [
"licence number",
"current prices",
"social audience",
"review ratings",
"vehicle and accessibility details"
],
"identity_note": "Official site and FSP directory connect Christopher/Krzysztof Błaszczyk to the same contact."
},
{
"id": "joanna-private-guides",
"source_ids": [
"S16"
],
"name": "Joanna (Private Guides profile)",
"entity_type": "individual",
"source_urls": [
"https://www.private-guides.com/guide-in-poland/poland-travel-4125/index.php"
],
"languages": [
"English",
"German",
"Polish",
"Chinese"
],
"license": "PM/18/12.",
"audiences": [
"private visitors",
"families",
"business visitors",
"international visitors"
],
"tour_formats": [
"private city tours",
"airport and hotel assistance",
"translation support"
],
"tour_topics": [
"Kraków",
"Old Town",
"Wawel",
"Kazimierz",
"custom city visits"
],
"specialties": [
"multilingual support",
"art background",
"airport and hotel logistics",
"translation"
],
"offer_summary": "Directory profile for a licensed multilingual guide with an art master's degree and practical travel support beyond sightseeing.",
"prices": [],
"contact": {
"email": null,
"phone": null,
"booking_url": "https://www.private-guides.com/guide-in-poland/poland-travel-4125/index.php"
},
"social_signals": [],
"review_signals": [
{
"platform": "directory profile",
"rating": null,
"review_count": null,
"scope": "old profile content; freshness uncertain",
"source_url": "https://www.private-guides.com/guide-in-poland/poland-travel-4125/index.php"
}
],
"trust_signals": [
"licence number",
"four-language profile",
"art education"
],
"missing_or_verify": [
"full surname",
"current availability",
"current price",
"direct contact",
"recent reviews and social audience"
]
},
{
"id": "marta-chmielowska",
"source_ids": [
"S17"
],
"name": "Marta Chmielowska",
"entity_type": "individual",
"source_urls": [
"https://www.toursbylocals.com/tour-guides/poland/krakow/guide-profile/marta-chmielowska",
"https://www.tripadvisor.co.uk/Attraction_Review-g274772-d4498579-Reviews-Private_Guide_Marta_Chmielowska_Day_Tours-Krakow_Lesser_Poland_Province_Southern_.html",
"https://fsp.krakow.pl/en/",
"https://fsp.krakow.pl/wyniki-wyszukiwania/"
],
"languages": [
"English",
"Polish"
],
"license": "Marketplace profile states 20 years as a licensed English-speaking guide and lists tour-leader credential PW/203/2000.",
"audiences": [
"private visitors",
"families",
"history-focused visitors",
"faith and heritage visitors"
],
"tour_formats": [
"private day tours",
"walking tours",
"heritage tours",
"regional excursions"
],
"tour_topics": [
"Jewish Quarter",
"Schindler's Factory",
"Auschwitz",
"Wieliczka",
"Divine Mercy",
"Wadowice",
"Kalwaria"
],
"specialties": [
"history",
"Jewish heritage",
"Catholic heritage",
"long experience"
],
"offer_summary": "English-speaking licensed guide with a history master's degree and long experience in Jewish, WWII, Catholic, and regional heritage routes.",
"prices": [],
"contact": {
"email": "martachm7@gmail.com",
"phone": "+48 603 668 008",
"booking_url": "https://www.toursbylocals.com/tour-guides/poland/krakow/guide-profile/marta-chmielowska"
},
"social_signals": [],
"review_signals": [
{
"platform": "Tripadvisor",
"rating": null,
"review_count": 70,
"scope": "listing or product count reported in search evidence",
"source_url": "https://www.tripadvisor.co.uk/Attraction_Review-g274772-d4498579-Reviews-Private_Guide_Marta_Chmielowska_Day_Tours-Krakow_Lesser_Poland_Province_Southern_.html"
}
],
"trust_signals": [
"20 years licensed-guide claim",
"history master's degree",
"tour-leader credential"
],
"missing_or_verify": [
"current rating",
"current prices",
"social audience",
"group-size and accessibility details"
]
},
{
"id": "anna-wesierska",
"source_ids": [
"S18"
],
"name": "Anna Węsierska",
"entity_type": "individual",
"source_urls": [
"https://www.tripadvisor.com/Attraction_Review-g274772-d6894921-Reviews-Krakow_Private_Guide-Krakow_Lesser_Poland_Province_Southern_Poland.html",
"https://fsp.krakow.pl/en/",
"https://fsp.krakow.pl/wyniki-wyszukiwania/"
],
"languages": [
"Polish",
"English",
"Spanish",
"Italian"
],
"license": null,
"audiences": [
"private visitors",
"families",
"history and art visitors"
],
"tour_formats": [
"private walking tours",
"history and art tours",
"custom city visits"
],
"tour_topics": [
"Old Town",
"Wawel",
"Kazimierz",
"Kraków history",
"legends",
"art"
],
"specialties": [
"history",
"art",
"local legends"
],
"offer_summary": "Private-guide marketplace profile with a history, art, and legends signal and a visible Tripadvisor listing.",
"prices": [],
"contact": {
"email": "toursofcracow@gmail.com",
"phone": "+48 604 589 805",
"booking_url": "https://www.tripadvisor.com/Attraction_Review-g274772-d6894921-Reviews-Krakow_Private_Guide-Krakow_Lesser_Poland_Province_Southern_Poland.html"
},
"social_signals": [],
"review_signals": [
{
"platform": "Tripadvisor",
"rating": null,
"review_count": 26,
"scope": "listing count",
"source_url": "https://www.tripadvisor.com/Attraction_Review-g274772-d6894921-Reviews-Krakow_Private_Guide-Krakow_Lesser_Poland_Province_Southern_Poland.html"
}
],
"trust_signals": [
"public third-party listing",
"26-review signal"
],
"missing_or_verify": [
"licence",
"current rating",
"direct contact",
"current price",
"social audience",
"full offer and audience detail"
],
"identity_note": "FSP lists Anna Węsierska; earlier marketplace spelling uses Wesierska."
},
{
"id": "robert-malek",
"source_ids": [
"S19"
],
"name": "Robert Malek",
"entity_type": "individual",
"source_urls": [
"https://www.tripadvisor.com/Attraction_Review-g274772-d9720204-Reviews-Guide_Krakow_Robert-Krakow_Lesser_Poland_Province_Southern_Poland.html",
"https://panoramafirm.pl/ma%C5%82opolskie,,krak%C3%B3w,przewodnicy_turystyczni.html"
],
"languages": [
"English",
"Polish"
],
"license": null,
"audiences": [
"private visitors",
"school groups",
"families",
"organized groups"
],
"tour_formats": [
"private walking tours",
"school tours",
"history and local-life tours"
],
"tour_topics": [
"Kraków Old Town",
"Wawel",
"Kazimierz",
"local history",
"school curricula"
],
"specialties": [
"school groups",
"history and local knowledge",
"long-running guide experience"
],
"offer_summary": "Public guide listing and testimonials point to 15 years as a guide and tour leader, with school-group repeat business.",
"prices": [],
"contact": {
"email": "malek.robert@mikon.eu",
"phone": null,
"booking_url": "https://www.tripadvisor.com/Attraction_Review-g274772-d9720204-Reviews-Guide_Krakow_Robert-Krakow_Lesser_Poland_Province_Southern_Poland.html",
"alternate_email": "r.malek@guidekrakow.pl"
},
"social_signals": [],
"review_signals": [
{
"platform": "Tripadvisor",
"rating": null,
"review_count": null,
"scope": "profile discovered; exact count not captured",
"source_url": "https://www.tripadvisor.com/Attraction_Review-g274772-d9720204-Reviews-Guide_Krakow_Robert-Krakow_Lesser_Poland_Province_Southern_Poland.html"
}
],
"trust_signals": [
"15-year guide and tour-leader claim",
"school repeat-client evidence",
"public contact email"
],
"missing_or_verify": [
"licence",
"current rating and review count",
"current prices",
"social audience",
"languages beyond English and Polish"
]
},
{
"id": "konrad-beerski",
"source_ids": [
"S20"
],
"name": "Konrad Beerski (Fun & Funny Tours)",
"entity_type": "individual",
"source_urls": [
"https://www.tripadvisor.com/Attraction_Review-g274772-d27145859-Reviews-or10-Fun_Funny_Tours_with_Konrad_Beerski-Krakow_Lesser_Poland_Province_Southern_Poland.html"
],
"languages": [
"English",
"French"
],
"license": null,
"audiences": [
"private visitors",
"food travelers",
"families and friends",
"small groups"
],
"tour_formats": [
"private walking tours",
"food tours",
"storytelling tours",
"themed evening tours"
],
"tour_topics": [
"Old Town",
"Kazimierz",
"food and drink",
"scary stories",
"local comedy and social history"
],
"specialties": [
"native English and French",
"food tours",
"humorous storytelling",
"scary stories"
],
"offer_summary": "Marketplace listing for a native English and French guide with a social-sciences PhD signal and products around food, Kazimierz, Old Town, and scary stories.",
"prices": [],
"contact": {
"email": null,
"phone": null,
"booking_url": "https://www.tripadvisor.com/Attraction_Review-g274772-d27145859-Reviews-or10-Fun_Funny_Tours_with_Konrad_Beerski-Krakow_Lesser_Poland_Province_Southern_Poland.html"
},
"social_signals": [],
"review_signals": [
{
"platform": "Tripadvisor",
"rating": null,
"review_count": 64,
"scope": "Old Town product page; product-level count",
"source_url": "https://www.tripadvisor.com/AttractionProductReview-g274772-d24000000-Reviews-Old_Town_with_a_local_comedian_and_scholar-Krakow_Lesser_Poland_Province_Southern_Poland.html"
}
],
"trust_signals": [
"academic background signal",
"multiple distinct product themes",
"third-party product review volume"
],
"missing_or_verify": [
"licence",
"current rating",
"direct contact",
"current prices",
"social audience",
"school and corporate fit"
]
},
{
"id": "natalia-jonik",
"source_ids": [
"S21-FSP-NATALIA"
],
"name": "Natalia Jonik",
"entity_type": "individual",
"source_urls": [
"https://fsp.krakow.pl/en/"
],
"languages": [
"Spanish",
"Portuguese",
"Polish"
],
"license": "FSP directory example; licensed guide with permissions for the Memory Trail sites including Schindler's Factory, Eagle Pharmacy, and Pomorska.",
"audiences": [
"school groups",
"adults",
"elderly visitors",
"individual visitors",
"Spanish and Portuguese speakers"
],
"tour_formats": [
"private walking tours",
"school tours",
"museum tours",
"individual tours"
],
"tour_topics": [
"Old Town",
"Wawel",
"Kazimierz",
"Podgórze",
"Memory Trail",
"Schindler's Factory",
"Eagle Pharmacy",
"Pomorska"
],
"specialties": [
"Spanish and Portuguese",
"WWII and Memory Trail",
"school and older visitors"
],
"offer_summary": "FSP directory example for a Spanish and Portuguese guide covering core Kraków routes and WWII memory sites.",
"prices": [],
"contact": {
"email": "nataliajonik@gmail.com",
"phone": "+48 530 689 934",
"website": "https://guianatalia.com/",
"booking_url": "https://fsp.krakow.pl/en/"
},
"social_signals": [
{
"platform": "Facebook",
"followers": null,
"display": "[unknown]",
"scope": "profile linked in FSP listing",
"source_url": "https://fsp.krakow.pl/en/"
}
],
"review_signals": [],
"trust_signals": [
"FSP directory listing",
"specific museum permissions",
"public phone, email, and website"
],
"missing_or_verify": [
"current price",
"review rating and count",
"social audience",
"licence number",
"English availability"
]
},
{
"id": "pawel-kozlowski",
"source_ids": [
"S21-FSP-PAWEL"
],
"name": "Paweł Kozłowski",
"entity_type": "individual",
"source_urls": [
"https://fsp.krakow.pl/en/"
],
"languages": [
"French",
"Polish"
],
"license": "FSP directory example; Wawel, Wawel Cathedral, and Schindler permissions are listed; Auschwitz interpreting signal.",
"audiences": [
"adults",
"adolescents",
"French-speaking visitors",
"Jewish-history visitors"
],
"tour_formats": [
"private walking tours",
"museum tours",
"Auschwitz interpreting",
"heritage tours"
],
"tour_topics": [
"Wawel",
"Wawel Cathedral",
"Schindler's Factory",
"Jewish history",
"Shoah",
"Auschwitz"
],
"specialties": [
"French",
"Jewish history and Shoah",
"Auschwitz interpretation",
"Wawel permissions"
],
"offer_summary": "FSP directory example for a French and Polish guide with Wawel and Schindler permissions and a Jewish-history focus.",
"prices": [],
"contact": {
"email": "guides.pzk@gmail.com",
"phone": "+48 502 600 576",
"website": "https://cracovie.pl/",
"booking_url": "https://fsp.krakow.pl/en/"
},
"social_signals": [
{
"platform": "Facebook",
"followers": null,
"display": "[unknown]",
"scope": "profile linked in FSP listing",
"source_url": "https://fsp.krakow.pl/en/"
}
],
"review_signals": [],
"trust_signals": [
"FSP directory listing",
"specific Wawel and museum permissions",
"public phone, email, and website"
],
"missing_or_verify": [
"current price",
"review rating and count",
"social audience",
"licence number",
"English availability"
]
},
{
"id": "krakow-private-tours",
"source_ids": [
"S27"
],
"name": "Krakow Private Tours",
"entity_type": "organization",
"source_urls": [
"https://krakowprivatetours.com.pl/",
"https://www.tripadvisor.com/Attraction_Review-g274772-d14998631-Reviews-Krakow_Private_Tours-Krakow_Lesser_Poland_Province_Southern_Poland.html",
"https://krakowprivatetours.com.pl/prices/",
"https://krakowprivatetours.com.pl/prices.php"
],
"languages": [
"English",
"Polish"
],
"license": "Website says tours are led by licensed guides; individual names not captured.",
"audiences": [
"private visitors",
"families",
"wheelchair users",
"small groups",
"international visitors"
],
"tour_formats": [
"private walking tours",
"custom tours",
"accessible tours",
"day trips"
],
"tour_topics": [
"Old Town",
"Wawel",
"Kazimierz",
"Schindler's Factory",
"Wieliczka",
"Auschwitz"
],
"specialties": [
"boutique private service",
"customization",
"wheelchair option",
"core Kraków plus major excursions"
],
"offer_summary": "Boutique agency for private and customizable tours, with routes covering the Old Town, Jewish Quarter, Schindler's Factory, Wieliczka, and Auschwitz.",
"prices": [
{
"scope": "private city / Jewish Quarter, group",
"duration": "2/3/4 hours",
"amount": "500/600/700 PLN",
"source_url": "https://krakowprivatetours.com.pl/prices.php"
},
{
"scope": "Auschwitz transport, 1-4 / 5-8 people; museum tickets extra",
"duration": "day trip",
"amount": "700/900 PLN",
"source_url": "https://krakowprivatetours.com.pl/prices.php"
},
{
"scope": "Wieliczka transport, 1-4 / 5-8 people",
"duration": "day trip",
"amount": "500/700 PLN",
"source_url": "https://krakowprivatetours.com.pl/prices.php"
},
{
"scope": "Zakopane transport, 1-4 / 5-8 people",
"duration": "day trip",
"amount": "1100/1300 PLN",
"source_url": "https://krakowprivatetours.com.pl/prices.php"
}
],
"contact": {
"email": "krakowprivatetour@gmail.com",
"phone": "+48 791 165 689",
"booking_url": "https://krakowprivatetours.com.pl/contact.php",
"alternate_email": "contact@krakowprivatetours.com.pl"
},
"social_signals": [],
"review_signals": [
{
"platform": "Tripadvisor",
"rating": null,
"review_count": 22,
"scope": "agency listing",
"source_url": "https://www.tripadvisor.com/Attraction_Review-g274772-d14998631-Reviews-Krakow_Private_Tours-Krakow_Lesser_Poland_Province_Southern_Poland.html"
}
],
"trust_signals": [
"licensed-guide claim",
"22-review Tripadvisor signal",
"wheelchair-option statement"
],
"missing_or_verify": [
"guide names",
"rating",
"current prices",
"accessibility specifics",
"social audience"
]
},
{
"id": "simply-krakow",
"source_ids": [
"S28"
],
"name": "Simply Kraków",
"entity_type": "organization",
"source_urls": [
"https://www.simplykrakow.com/"
],
"languages": [
"English",
"Polish",
"multilingual team; exact list not captured"
],
"license": null,
"audiences": [
"private visitors",
"executives",
"small groups",
"business visitors",
"corporate clients",
"VIP travelers"
],
"tour_formats": [
"private tours",
"VIP tours",
"learning expeditions",
"business and event programs"
],
"tour_topics": [
"Kraków",
"Old Town",
"Wawel",
"Kazimierz",
"business and cultural context"
],
"specialties": [
"executive and VIP service",
"business learning expeditions",
"high-level events",
"small-group customization"
],
"offer_summary": "Private and VIP Kraków service for individuals, executives, small groups, and business events, with a multicultural team.",
"prices": [],
"contact": {
"email": "info@simplykrakow.com",
"phone": "+48 501 037 208",
"booking_url": "https://www.simplykrakow.com/contact"
},
"social_signals": [],
"review_signals": [],
"trust_signals": [
"clear corporate and VIP positioning",
"direct business email",
"event and learning-expedition offer"
],
"missing_or_verify": [
"named guides",
"licence evidence",
"current prices",
"review count and rating",
"social audience",
"language list"
]
},
{
"id": "klaudia-p-gowithguide",
"source_ids": [
"S29"
],
"name": "Klaudia P. (GoWithGuide)",
"entity_type": "individual",
"source_urls": [
"https://gowithguide.com/supplier/46905"
],
"languages": [
"English",
"Dutch"
],
"license": null,
"audiences": [
"private visitors",
"Dutch-speaking visitors",
"families",
"active travelers",
"small groups"
],
"tour_formats": [
"private walking tours",
"bicycle tours",
"translation support",
"hidden-gems tours"
],
"tour_topics": [
"Old Town",
"Kazimierz",
"hidden Kraków",
"cycling routes",
"custom city tours"
],
"specialties": [
"Dutch",
"bicycle tours",
"hidden gems",
"translation"
],
"offer_summary": "Marketplace guide with Dutch and English service, bicycle-tour and hidden-gems positioning, and a philology/blogger background.",
"prices": [],
"contact": {
"email": null,
"phone": null,
"booking_url": "https://gowithguide.com/supplier/46905"
},
"social_signals": [],
"review_signals": [
{
"platform": "GoWithGuide",
"rating": 5,
"review_count": 2,
"scope": "supplier profile",
"source_url": "https://gowithguide.com/supplier/46905"
}
],
"trust_signals": [
"5.00/5 marketplace signal",
"Dutch and English niche",
"specific active-tour offer"
],
"missing_or_verify": [
"licence",
"current price",
"direct contact",
"social audience",
"larger review sample"
]
},
{
"id": "tomasz-j-toursbylocals",
"source_ids": [
"S30"
],
"name": "Tomasz J. (ToursByLocals)",
"entity_type": "individual",
"source_urls": [
"https://www.toursbylocals.com/tour-guides/poland/krakow/guide-profile/tomasz-j-664d220096689af3433557bf"
],
"languages": [
"Polish",
"English",
"Russian",
"German"
],
"license": "Marketplace profile says licensed since 2017.",
"audiences": [
"private visitors",
"families",
"history-focused visitors",
"international visitors",
"small groups"
],
"tour_formats": [
"private city tours",
"heritage tours",
"custom day tours"
],
"tour_topics": [
"Kraków",
"WWII history",
"Polish heritage",
"Old Town",
"Kazimierz",
"regional routes"
],
"specialties": [
"WWII and Polish heritage",
"four-language service",
"international visitors"
],
"offer_summary": "Licensed multilingual guide with a master's degree in International Affairs and a WWII and Polish-heritage focus.",
"prices": [
{
"scope": "marketplace tours",
"duration": "varies",
"amount": "dynamic marketplace pricing; capture per itinerary",
"source_url": "https://www.toursbylocals.com/tour-guides/poland/krakow/guide-profile/tomasz-j-664d220096689af3433557bf"
}
],
"contact": {
"email": null,
"phone": null,
"booking_url": "https://www.toursbylocals.com/tour-guides/poland/krakow/guide-profile/tomasz-j-664d220096689af3433557bf"
},
"social_signals": [],
"review_signals": [
{
"platform": "ToursByLocals",
"rating": 5,
"review_count": "46-47",
"scope": "conflicting crawl counts on same guide profile",
"source_url": "https://www.toursbylocals.com/tour-guides/poland/krakow/guide-profile/tomasz-j-664d220096689af3433557bf"
}
],
"trust_signals": [
"licensed since 2017",
"master's degree in International Affairs",
"high marketplace rating with review-count conflict"
],
"missing_or_verify": [
"full surname",
"direct contact",
"social audience",
"current dynamic prices",
"confirm current review count"
]
},
{
"id": "bartek-krzysztof-withlocals",
"source_ids": [
"S31"
],
"name": "Bartek and Krzysztof (Withlocals)",
"entity_type": "individual_pair",
"source_urls": [
"https://www.withlocals.com/locals/poland/krakow/guides/"
],
"languages": [
"English",
"Polish"
],
"license": "Krzysztof is described as a licensed local Kraków tour guide; verify which products are led by which person.",
"audiences": [
"private visitors",
"families",
"children and youth",
"students",
"disabled visitors",
"business and corporate groups"
],
"tour_formats": [
"private walking tours",
"museum and city tours",
"day trips",
"family tours"
],
"tour_topics": [
"Old Town",
"Wawel",
"Kazimierz",
"Wieliczka",
"Auschwitz",
"Wadowice",
"Ojców"
],
"specialties": [
"high marketplace review volume",
"family and youth service",
"major Kraków excursions"
],
"offer_summary": "Withlocals marketplace cluster with product-level ratings for Kraków, Wieliczka, Auschwitz, Wadowice, and Ojców; public profile evidence also mentions children, students, disability, and corporate audiences.",
"prices": [
{
"scope": "Withlocals products",
"duration": "varies",
"amount": "dynamic marketplace pricing",
"source_url": "https://www.withlocals.com/locals/poland/krakow/guides/"
}
],
"contact": {
"email": null,
"phone": null,
"booking_url": "https://www.withlocals.com/locals/poland/krakow/guides/"
},
"social_signals": [],
"review_signals": [
{
"platform": "Withlocals",
"rating": 4.9,
"review_count": 257,
"scope": "city-tour product attributed to Bartek and Krzysztof",
"source_url": "https://www.withlocals.com/locals/poland/krakow/guides/"
},
{
"platform": "Withlocals",
"rating": 5,
"review_count": 177,
"scope": "Wadowice product attributed to Bartek and Krzysztof",
"source_url": "https://www.withlocals.com/locals/poland/krakow/guides/"
},
{
"platform": "Withlocals",
"rating": 4.9,
"review_count": 169,
"scope": "full-coverage product attributed to Bartek",
"source_url": "https://www.withlocals.com/locals/poland/krakow/guides/"
},
{
"platform": "Withlocals",
"rating": 4.9,
"review_count": 83,
"scope": "Wieliczka and Auschwitz product cluster",
"source_url": "https://www.withlocals.com/locals/poland/krakow/guides/"
}
],
"trust_signals": [
"licensed-guide signal for Krzysztof",
"largest captured product-level review volume in this pass",
"broad audience and excursion coverage"
],
"missing_or_verify": [
"separate Bartek and Krzysztof profiles",
"direct contact",
"individual social reach",
"exact product-to-guide mapping",
"current prices"
]
},
{
"id": "aleksander-withlocals",
"source_ids": [
"S31"
],
"name": "Aleksander (Withlocals)",
"entity_type": "individual",
"source_urls": [
"https://www.withlocals.com/locals/poland/krakow/guides/"
],
"languages": [
"English",
"Polish"
],
"license": null,
"audiences": [
"private visitors",
"families",
"nature and history visitors",
"small groups"
],
"tour_formats": [
"private walking tours",
"nature and heritage excursions"
],
"tour_topics": [
"Ojców",
"Kraków",
"local history",
"nature"
],
"specialties": [
"Ojców National Park",
"storytelling",
"small-group private experience"
],
"offer_summary": "Withlocals profile/product described as a Walking Encyclopedia for an Ojców experience.",
"prices": [
{
"scope": "Withlocals product",
"duration": "varies",
"amount": "dynamic marketplace pricing",
"source_url": "https://www.withlocals.com/locals/poland/krakow/guides/"
}
],
"contact": {
"email": null,
"phone": null,
"booking_url": "https://www.withlocals.com/locals/poland/krakow/guides/"
},
"social_signals": [],
"review_signals": [
{
"platform": "Withlocals",
"rating": 5,
"review_count": 5,
"scope": "Ojców product",
"source_url": "https://www.withlocals.com/locals/poland/krakow/guides/"
}
],
"trust_signals": [
"5.0/5 product rating",
"nature and heritage niche"
],
"missing_or_verify": [
"licence",
"direct contact",
"social audience",
"larger review sample",
"current price"
]
},
{
"id": "damian-s-gowithguide",
"source_ids": [
"S29-DAMIAN"
],
"name": "Damian S. (GoWithGuide)",
"entity_type": "individual",
"source_urls": [
"https://gowithguide.com/supplier/36272"
],
"languages": [
"English",
"Polish"
],
"license": null,
"audiences": [
"private visitors",
"international visitors"
],
"tour_formats": [
"private city tours",
"Auschwitz tours",
"Zakopane and Tatra trips",
"car tours"
],
"tour_topics": [
"Old Town",
"Wawel",
"Kazimierz",
"Auschwitz",
"Zakopane",
"Tatra Mountains"
],
"specialties": [
"regional excursions",
"private transport for Auschwitz museum visit"
],
"offer_summary": "Marketplace supplier listing for Kraków, Auschwitz transport with on-site museum guide, and Zakopane/Tatra trips. The separately listed Damian F. holds licence no. 1368; do not attribute it to Damian S.",
"prices": [
{
"scope": "Auschwitz English",
"duration": "marketplace product",
"amount": "about $300/group in captured listing; dynamic",
"source_url": "https://gowithguide.com/supplier/36272"
},
{
"scope": "Zakopane/Tatra",
"duration": "marketplace product",
"amount": "about $320/group in captured listing; dynamic",
"source_url": "https://gowithguide.com/supplier/36272"
},
{
"scope": "Old Town private",
"duration": "marketplace product",
"amount": "about $200/group in captured listing; dynamic",
"source_url": "https://gowithguide.com/supplier/36272"
}
],
"contact": {
"email": null,
"phone": null,
"booking_url": "https://gowithguide.com/supplier/36272"
},
"social_signals": [],
"review_signals": [
{
"platform": "GoWithGuide",
"rating": 5,
"review_count": 2,
"scope": "supplier profile",
"source_url": "https://gowithguide.com/supplier/36272"
}
],
"trust_signals": [
"5.00/5 marketplace signal from two reviews",
"published product-level prices"
],
"missing_or_verify": [
"full surname",
"direct contact",
"social audience",
"larger review sample",
"current prices",
"guide licence; marketplace page also lists a different Damian F. with licence 1368"
]
},
{
"id": "fsp-krakow",
"source_ids": [
"S21"
],
"name": "Federation of Tour Guide Associations in Krakow (FSP)",
"entity_type": "association_directory",
"source_urls": [
"https://fsp.krakow.pl/en/",
"https://fsp.krakow.pl/en/find-a-guide/"
],
"languages": [
"English",
"Polish",
"Albanian",
"Belarusian",
"Bulgarian",
"Mandarin",
"Croatian",
"Czech",
"French",
"Greek",
"Hebrew",
"Hindi",
"Spanish",
"Japanese",
"Lithuanian",
"Dutch",
"German",
"Norwegian",
"Portuguese",
"Russian",
"Romanian",
"Serbian",
"Slovak",
"Swedish",
"Turkish",
"Ukrainian",
"Hungarian",
"Italian"
],
"license": "Directory says listed guides have verified qualifications, badges, and ethical obligations.",
"audiences": [
"private visitors",
"families",
"school groups",
"corporate groups",
"international visitors"
],
"tour_formats": [
"guide discovery directory",
"licensed city tours",
"museum and area-permission matching"
],
"tour_topics": [
"Kraków",
"Ojców National Park",
"Wawel",
"Kazimierz",
"museums",
"regional routes"
],
"specialties": [
"filter by language, permissions, and name",
"credential verification",
"multilingual matching"
],
"offer_summary": "Non-profit federation and searchable directory for finding guides by language, Kraków or Ojców permissions, and guide name.",
"prices": [],
"contact": {
"email": null,
"phone": null,
"address": "Zacisze 12/4b, 31-156 Kraków",
"booking_url": "https://fsp.krakow.pl/en/contact/"
},
"social_signals": [],
"review_signals": [],
"trust_signals": [
"credential and badge verification claim",
"language and permission filters",
"federation founded in 2014"
],
"missing_or_verify": [
"individual member prices and contacts require member-by-member extraction",
"no aggregate review signal",
"directory membership is not a review rating"
]
},
{
"id": "spt-krakow",
"source_ids": [
"S22"
],
"name": "Society of Krakow Tour Guides",
"entity_type": "association",
"source_urls": [
"https://sptkrakow.pl/"
],
"languages": [
"Polish",
"English",
"multiple languages; member-level list required"
],
"license": null,
"audiences": [
"private visitors",
"families",
"school groups",
"organized groups"
],
"tour_formats": [
"guide referral",
"city tours",
"group tours"
],
"tour_topics": [
"Kraków",
"Old Town",
"Wawel",
"Kazimierz"
],
"specialties": [
"local association network",
"multilingual member discovery"
],
"offer_summary": "Association source for discovering Kraków guides; member-level people, languages, prices, and contact routes need a separate extraction pass.",
"prices": [],
"contact": {
"email": "spt.krakow@gmail.com",
"phone": "+48 725 725 200",
"booking_url": "https://sptkrakow.pl/"
},
"social_signals": [],
"review_signals": [],
"trust_signals": [
"specialist local association",
"public contact email"
],
"missing_or_verify": [
"member list",
"licence and permission data",
"prices",
"reviews",
"social signals"
]
},
{
"id": "zamek-guide-association",
"source_ids": [
"S23"
],
"name": "Zamek Królewski guide association",
"entity_type": "association",
"source_urls": [
"https://przewodnicy.krakow.pl/"
],
"languages": [
"Polish",
"English",
"member-level list required"
],
"license": null,
"audiences": [
"private visitors",
"school and youth groups",
"firms and institutions",
"families"
],
"tour_formats": [
"private tours",
"school and youth tours",
"institutional tours",
"Wawel route tours"
],
"tour_topics": [
"Wawel",
"Old Town",
"Kazimierz",
"Royal Route"
],
"specialties": [
"Wawel-focused routes",
"school/youth logistics",
"institutional and company bookings"
],
"offer_summary": "Association presenting private, school/youth, and firm/institution tours, with route examples and duration/price signals for Wawel and Kraków.",
"prices": [
{
"scope": "route examples",
"duration": "varies",
"amount": "published per-route durations and prices; extract current table before quoting",
"source_url": "https://przewodnicy.krakow.pl/"
}
],
"contact": {
"email": "biuro@przewodnicy.krakow.pl",
"phone": "+48 12 422-09-04",
"address": "Wawel-Baszta Panieńska, Kraków",
"booking_url": "https://przewodnicy.krakow.pl/kontakt/"
},
"social_signals": [],
"review_signals": [],
"trust_signals": [
"specialist local association",
"explicit school and institutional offer",
"public office contact"
],
"missing_or_verify": [
"named guide roster",
"language and licence per guide",
"current route price table",
"review and social data"
]
},
{
"id": "ftga-krakow-context",
"source_ids": [
"S24"
],
"name": "Federation of Tourist Guide Associations - Kraków context",
"entity_type": "association_context",
"source_urls": [
"https://www.feg-touristguides.com/ftga.php"
],
"languages": [
"multiple; organization-level context"
],
"license": null,
"audiences": [
"researchers",
"visitors seeking association context",
"guide-network users"
],
"tour_formats": [
"association context",
"network discovery"
],
"tour_topics": [
"Kraków guide profession",
"tourist-guide associations"
],
"specialties": [
"industry context",
"association network"
],
"offer_summary": "Background source stating that Kraków's guide federation context includes six associations, about 530 guides, and 29 languages; not a booking profile.",
"prices": [],
"contact": {
"email": "info@feg-touristguides.org",
"phone": null,
"booking_url": "https://www.feg-touristguides.com/ftga.php"
},
"social_signals": [],
"review_signals": [],
"trust_signals": [
"industry-association source",
"useful for scale and network context"
],
"missing_or_verify": [
"do not treat 530 guides as an individual recommendation",
"member-level evidence required"
]
},
{
"id": "marcelina-zajac",
"source_ids": [
"S32"
],
"name": "Marcelina Zając",
"entity_type": "individual",
"identity_note": "Facebook profile and phone supplied by the directory requester. Independent confirmation that the profile offers Kraków tours and that the number belongs to this guide is pending.",
"source_urls": [
"https://www.facebook.com/marcelina.zajac.963/"
],
"languages": [],
"license": null,
"audiences": [],
"tour_formats": [],
"tour_topics": [],
"specialties": [
"Kraków guide lead; offer unverified"
],
"offer_summary": "User-supplied Kraków guide lead. Ask directly about languages, tour types, group size, price and guiding credentials before recommending for a specific itinerary.",
"prices": [],
"contact": {
"email": null,
"phone": "+48 600 600 951",
"phone_scope": "user supplied; not independently verified",
"booking_url": "https://www.facebook.com/marcelina.zajac.963/"
},
"social_signals": [],
"review_signals": [],
"trust_signals": [],
"missing_or_verify": [
"confirm guide identity and phone against a public professional page",
"tour offer and language",
"price, rating and review count"
]
},
{
"id": "basia-witos",
"source_ids": [
"S33"
],
"name": "Basia Witos",
"entity_type": "individual",
"identity_note": "Public Facebook page title includes the phone and identifies itself as a Kraków guiding offer; surname shown as Witos, full first name not independently established.",
"source_urls": [
"https://www.facebook.com/100063596705974/"
],
"languages": [],
"license": null,
"audiences": [
"organized groups",
"individual tourists",
"pilgrims"
],
"tour_formats": [
"group sightseeing",
"individual sightseeing"
],
"tour_topics": [
"Kraków; exact itineraries not captured"
],
"specialties": [
"pilgrim and group offers"
],
"offer_summary": "Facebook guiding page advertises Kraków tours for organized groups, individual visitors and pilgrims; tour routes and prices were not published in the accessible snippet.",
"prices": [],
"contact": {
"email": null,
"phone": "+48 515 879 477",
"booking_url": "https://www.facebook.com/100063596705974/"
},
"social_signals": [
{
"platform": "Facebook",
"followers": null,
"display": "209 page likes in search snippet",
"scope": "page likes, not follower count; recency and platform total unverified",
"source_url": "https://www.facebook.com/100063596705974/"
}
],
"review_signals": [],
"trust_signals": [
"public professional page identifies guide and phone"
],
"missing_or_verify": [
"language availability, especially English",
"licence/permission details",
"tour routes, price and independent reviews"
]
},
{
"id": "agnieszka-kuzma",
"source_ids": [
"S34"
],
"name": "Agnieszka Kuźma",
"entity_type": "individual",
"identity_note": "Her main biography states Polish and Russian guiding; an about-page sidebar also lists English. Confirm English tour availability and quote directly.",
"source_urls": [
"https://www.wycieczki-krakow.com.pl/",
"https://www.wycieczki-krakow.com.pl/o-mnie/",
"https://www.wycieczki-krakow.com.pl/cennik/",
"https://www.wycieczki-krakow.com.pl/kontakt/"
],
"languages": [
"Polish",
"Russian",
"English (sidebar listing; confirm)"
],
"license": "Kraków city guide card no. 0418/07; licensed since 2007 (official biography).",
"audiences": [
"private visitors",
"families with children",
"preschools and schools",
"students",
"senior groups",
"pilgrims",
"company groups",
"visitors with disabilities"
],
"tour_formats": [
"private walking tours",
"school excursions",
"family tours with city games",
"museum tours",
"corporate workshops",
"pilgrim tours",
"themed tours"
],
"tour_topics": [
"Royal Route",
"Old Town",
"Wawel",
"Kazimierz",
"Podgórze",
"Nowa Huta",
"Zwierzyniec",
"Kraków ghetto",
"Schindler’s Factory",
"Rynek Underground",
"Rydlówka",
"Czartoryski Museum",
"National Museum branches",
"local food",
"Kraków crime stories"
],
"specialties": [
"school and family programs",
"interactive city games",
"museum permissions",
"accessible visitor experience",
"corporate workshops"
],
"offer_summary": "Licensed guide offering Polish and Russian Kraków tours for families, schools, pilgrims and corporate groups; English appears in a sidebar and should be confirmed before booking. Routes cover central districts, museums and themed workshops.",
"prices": [
{
"scope": "Polish guided tour; indicative, attraction admission extra",
"duration": "up to 2 hours",
"amount": "300 PLN",
"source_url": "https://www.wycieczki-krakow.com.pl/cennik/"
},
{
"scope": "Polish guided tour; indicative, attraction admission extra",
"duration": "3 hours",
"amount": "400 PLN",
"source_url": "https://www.wycieczki-krakow.com.pl/cennik/"
},
{
"scope": "Polish guided tour; indicative, attraction admission extra",
"duration": "4 hours",
"amount": "500 PLN",
"source_url": "https://www.wycieczki-krakow.com.pl/cennik/"
},
{
"scope": "Russian guided tour; indicative, attraction admission extra",
"duration": "up to 2 hours",
"amount": "80 EUR (site also states 350 PLN)",
"source_url": "https://www.wycieczki-krakow.com.pl/cennik/"
},
{
"scope": "Russian guided tour; indicative, attraction admission extra",
"duration": "3 hours",
"amount": "100 EUR (site also states 450 PLN)",
"source_url": "https://www.wycieczki-krakow.com.pl/cennik/"
},
{
"scope": "Russian guided tour; indicative, attraction admission extra",
"duration": "4 hours",
"amount": "130 EUR (site also states 550 PLN)",
"source_url": "https://www.wycieczki-krakow.com.pl/cennik/"
}
],
"contact": {
"email": "aga.przewodnik@gmail.com",
"phone": "+48 503 060 672",
"booking_url": "https://www.wycieczki-krakow.com.pl/kontakt/"
},
"social_signals": [],
"review_signals": [],
"trust_signals": [
"official city guide card no. 0418/07 since 2007",
"museum permissions listed on official site",
"public Polish and Russian price table"
],
"missing_or_verify": [
"English availability and English price",
"current attraction permissions, individual reviews and social reach",
"availability and final quote"
]
}
]
}