What's inside an Aivosity report

Six sections, built from real responses captured for your business. Every figure links back to the question and model that produced it.

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Mention rate

The share of buyer questions where each model names you, overall and split by ChatGPT, Gemini, Claude and Perplexity. Includes position when mentioned, so you know whether you are the first suggestion or an afterthought.

Competitor rankings

The businesses each model recommends most often for your questions, ranked by frequency and position. This is the competitor list the market actually sees, which is often different from the one you track.

Factual errors

Every incorrect claim about your business, quoted verbatim, with the model, the question that triggered it, and how many times it recurred. Grouped by severity: harmful, misleading, outdated.

Cited sources

Which websites, directories and review platforms the models rely on when they talk about your industry and your business. Sorted by influence, with the pages that need your attention first.

Website readiness

A crawl-based score for how well AI systems can read and trust your site: clarity of what you do and where, structured data, crawlability, freshness and consistency with third-party listings.

30-day action plan

Prioritised fixes ordered by expected impact and effort: which source to correct, which page to rewrite, which schema to add, which listing to claim. Written for a marketing lead, not a data scientist.

EXCERPT

What a summary page looks like

The summary sits on page one. Behind it are the full question-by-question tables, the quoted responses, and the source map, so nothing has to be taken on trust.

Example: boutique hotel, Valencia · 30 questions · 4 models Report ready

41%MENTION RATE

ChatGPT: 47%
Gemini: 30%
Claude: 57%
Perplexity: 33%

Competitor ranking

Hotel Marqués del Mar
Your hotel
Casa Turia Suites
The Botanic House

Flags 3 factual errors Closed on Mondays (wrong) Pool listed — none
Cited sources TripAdvisor · Google Business · your website · a 2024 travel blog

USING THE REPORT

What businesses do with it

Fix the record. Most errors trace back to one or two stale sources — an old directory entry, a review site with last year's hours, a page nobody has touched since the redesign. Correct those and the answers usually follow.

Claim the gaps. When a model never mentions you for "best for X" questions, it is usually because nothing on the web connects you to X in plain language. The readiness section shows exactly which claims your site is failing to make.

Track the right competitors. Whoever gets named instead of you is your competition in this channel, and it is not always who you would expect. Sometimes the name that keeps appearing is a business you have never tracked; sometimes your fiercest rival turns out to be invisible here too.

Measure change. Run the same 30 questions again after your fixes and compare. Monthly monitoring plans keep the question set fixed so the trend is meaningful.

FORMATS

How it's delivered

Every report arrives as a PDF you can hand to a board or a client, plus a private web version with the full response tables behind it. Monitor plans also include a CSV of every captured answer, in case you want to slice it yourself, and a 45-minute walkthrough call with the person who ran the report.

Reports are in English by default. Spanish-language reports and question sets are available for businesses serving Spanish-speaking buyers; ask when you order.

See your report in five working days.

One business, one industry, one location, 30 questions, four models.