# Hopkins Analytics — know where you stand

> Markdown copy of https://askhopkins.ai/product/analytics for AI assistants.

Buying-intent questions, run daily across four engines — ChatGPT, Perplexity, Gemini and Claude — in English and Arabic. Ranked against the stores named instead of you.

## What you get

- **Visibility** — how often you are named at all.
- **Share of voice** — of every shop mentioned, how many mentions were yours.
- **Rank** — where you sit against named competitors. Named rivals, not a percentile: a rank means nothing without knowing who is above you.
- **Fact Gap** — every claim an assistant makes about your price, stock, shipping or returns, checked against your own site.

## How it is measured

- The same questions, asked daily. One answer is not a measurement; the pattern is.
- Every answer is stored in full — text, citations, date — and every number is counted from those answers. Nothing is modelled or extrapolated.
- All scores reported per engine, never averaged.
- English and Arabic separately: an Arabic question searches the Arabic web and finds different shops.

See also: [Agents](https://askhopkins.ai/product/agents.md) · [Pricing](https://askhopkins.ai/pricing.md)