Open Data · Updated Weekly

THE AI RECOMMENDATION INDEX

AI assistants answer millions of “what should I use?” questions a day. The Index measures those answers: every week we ask ChatGPT, Claude, Gemini and Perplexity the questions real buyers ask, and publish who they recommend — category by category, engine by engine.

Current window: May 18, 2026 – Jun 15, 2026 (4-week rolling)

What is this?

01 · Measure

Neutral, buyer-shaped prompts (“best X for Y”, “X alternatives”) run against each AI engine, every week, spread across the week. No product names in the prompts.

02 · Aggregate

Every product mentioned in an answer is extracted and resolved to one canonical entity. Recommendation share = the % of sampled answers in a 4-week rolling window that recommend the product.

03 · Publish

Rankings, trends, and per-engine breakdowns published as open data — these pages, CSV downloads, and a free JSON API. Free to use with attribution to orbator.io.

Full prompt design, sample sizes, and entity-resolution details in the methodology. Orbator customers are badged for disclosure — customer status does not affect measurement.

Categories

0 published

First categories publishing soon

The Index is collecting its first weeks of answers. Categories appear here once their sample supports stable numbers.

Use the data

Every category is downloadable as CSV and queryable via the free JSON API at /api/index/categories. Docs at /developers. Free to use with attribution to orbator.io.

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