State of AI Search

Original signals from the Wispra open directory: how AI crawlers read and cite structured business data. This page reflects our open dataset.

Our open dataset

422
Public businesses structured for AI
ODC-By-1.0
Open-data license
15+
AI crawlers explicitly allowed

AI crawlers we welcome

GPTBotOAI-SearchBotChatGPT-UserClaudeBotClaude-Webanthropic-aiPerplexityBotPerplexity-UserGoogle-ExtendedApplebot-ExtendedAmazonbotCCBotcohere-aiBytespidermeta-externalagent

These figures come from our public directory and open data. As crawl and citation analytics mature, this page will publish aggregate, anonymized trends — never individual tracking.

Open data & API →

The shift to AI search, in numbers

Independent, primary-sourced signals showing why AI visibility now matters — and why clean, citable data is the lever. Each figure links to its source.

Figures are quoted from their named sources with their measurement period. Click-through figures from vendor studies (e.g. Ahrefs) are correlational and labelled as such.

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