Data & API

The data behind what AI recommends, across 301 markets.

Prompt-level records of which brands AI mentions, recommends and ranks, which sources it cites, and how that changes every month. License one market, many, or define your own.

Request the data See a sample schema

301 markets · 50 citation indexes · 8 AI platforms · Refreshed monthly

What teams do with it

Investors and analysts

Track which brands are gaining or losing AI recommendations, alongside the data you already use. Research only; not investment advice.

Agencies

Build your own client reporting and pitch decks on licensed data.

Publishers and researchers

Study how AI picks winners in commercial categories, with documented methodology.

Enterprise BI

Feed AI recommendation share into the dashboards your leadership already reads.

Choose your scope

Single Industry Dataset

The full dataset behind one published market. Example: every prompt, platform and recommendation behind the Used Car Retailers index.

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Multi-Industry Package

Several markets in one package, aligned to the same schema. Example: all insurance categories.

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Custom Market

Your own market definition, prompts and competitor set, measured to our standard.

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Agency / Research License

Approved use in client work or published research, with clear redistribution rights.

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API / Bulk Access

Programmatic or bulk delivery for larger internal workflows.

Request API access

What's in the data

Depending on the dataset and license, fields can include:

Market and category definitions
Prompt text or prompt IDs
Buying-moment labels
AI platform
Brand mentions
Recommendation classification
Top-3 and #1 placement
Sentiment classification
Cited domains and source URLs
Measurement period
Market and competitor aggregates

Field availability is confirmed for your scope before licensing.

Sample preview with anonymized dummy data
Market	Platform	Prompt ID	Brand	Mentioned	Recommended	Rank	Cited domain	Period
Used Car Retailers	ChatGPT	UCR-014	Brand A	Yes	Yes	1	reviewsite.example	2026-09
Used Car Retailers	Gemini	UCR-014	Brand B	Yes	No	—	brandb.example	2026-09
Personal Loans	Perplexity	PL-102	Brand C	Yes	Yes	2	publisher.example	2026-09
Personal Loans	Google AI Overviews	PL-102	Brand D	No	No	—	forum.example	2026-09
CRM Software	Claude	CRM-007	Brand E	Yes	Yes	3	comparison.example	2026-09

See a sample schema

Clear scope, clear rights

Every agreement states what's included, the measurement period, permitted use, redistribution rights, refresh cadence and any platform limits. Custom work also documents the market definition and prompt scope, so anyone using the data reads it correctly.

Read the methodology

Tell us what data you need.

Name the markets, the use, and how you want it delivered. We'll confirm availability and send a sample within 2 business days.

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