YourSalon Research

Central European Salon AI Discoverability Benchmark 2026: can AI understand your salon?

Data collectionMarkets:Czechia, Poland, Germany, Slovakia

A technical readiness audit of how ready salon websites are to be understood by search and AI systems in Czechia, Poland, Germany and Slovakia — crawlability, structured data, service/price detail and entity consistency. Scored 0–100 with the AI Discoverability Readiness Score. Measures readiness, never guarantees appearance in any AI or search product.

Data collection in progress

Results pending data collection

This study is collecting data. To keep the research honest, no findings, sample sizes or charts are shown until real data has been gathered and reviewed. The methodology is already public.

No placeholder statistics are published.

Read the methodology

Limitations

Readiness is not ranking: a high score does NOT mean a salon appears in ChatGPT, Google AI or search — Google itself states structured data does not guarantee rich results.
Public pages only; server logs and analytics are out of scope.
No salon is named as 'worst'; only aggregated data and anonymized examples are published.

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AI Discoverability Benchmark 2026 — aggregated dataset

Aggregated AI Discoverability Readiness Scores by country and business type, plus the 'no website' rate. Anonymized; published only after auditing and review.

Aggregated CSVAggregated JSON

Sources and methodology

[1] LocalBusiness — schema.org type — Schema.org. https://schema.org/LocalBusiness(checked 2026-07-05)LocalBusiness vocabulary; HealthAndBeautyBusiness → HairSalon/BeautySalon/NailSalon are subtypes. Salon-relevant properties: name, address, telephone, openingHours, priceRange, geo. Technical basis for the schema/structured-data signals in the AI Discoverability Benchmark.
[2] Local business (LocalBusiness) structured data — Google Search Central — Google (Search Central). https://developers.google.com/search/docs/appearance/structured-data/local-business(checked 2026-07-05)Google's guidance on LocalBusiness structured data (required: name, address; recommended: telephone, url, openingHoursSpecification, geo, priceRange). Google explicitly states it 'does not guarantee that features that consume structured data will show up in search results' — supports the readiness-not-guarantee framing of the AI Discoverability Benchmark.

How to cite

Web: YourSalon Research. "Central European Salon AI Discoverability Benchmark 2026." YourSalon, 2026. https://www.yoursalon.eu/en/research/central-europe-salon-ai-discoverability-benchmark-2026
Media: Source: YourSalon, Central European Salon AI Discoverability Benchmark 2026 (2026).
Short attribution: YourSalon Research, 2026

Change log

2026-07-05Study scaffold created; methodology and AI Discoverability Readiness Score framework published; data collection started.

Media contact

info@yoursalon.cz

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