AI Visibility Report

Track Your AI Visibility in
ChatGPT, Claude, Gemini & Perplexity

Find out if ChatGPT, Claude, Gemini and Perplexity mention your brand, how you compare to competitors, and what to fix so AI search engines can find, understand and cite your site. One score, seven dimensions, and a prioritized action plan.

Tests 4 AI engines7 scored dimensionsCompetitor share of voicePrioritized action plan

AI Visibility Report

example.com · Desktop · 10 prompts · Web search on

Good
79of 100

Overall AI visibility

Weighted across 7 dimensions

AI Readiness · 25%71
Performance · 20%84
Real User Experience · 15%88
Technical Health · 15%82
Content Intelligence · 10%74
Search Performance · 10%79
Trust & Authority · 5%80

AI citation test

Mentioned in 3 of 4 engines

ChatGPT
Position #2
Claude
Position #1
Gemini
Not cited
Perplexity
Position #3

Share of voice

Competitor A
41%
Your brand
34%
Competitor B
25%

Why AI Search Is
a Blind Spot for Most Sites

More searches now end with an AI answer instead of a click. Search Console tells you nothing about whether those answers mention you.

No Idea If AI Mentions You

You can't see whether ChatGPT or Perplexity recommends your brand, a competitor, or nobody at all when people ask about your category.

Competitors Win the Answer

When an AI engine lists the best tools in your space, the brands it names get the trust and the traffic. Being left out is invisible in your analytics.

GEO Advice Is Mostly Guesswork

Generative engine optimization is full of myths. Without checks against your actual pages, it's hard to know what matters and what's noise.

Technical Gaps Block AI Crawlers

Missing schema, weak heading structure, noindex or nosnippet tags can stop AI systems from understanding or quoting your content.

Scattered Tools

Speed, Core Web Vitals, structured data, content quality and search data live in five different tools, so nobody sees the full picture.

No Clear Next Step

Even when you find problems, there's no ranked list of what to fix first for the biggest gain in AI visibility.

The AI Visibility Report tests real AI engines and audits your site in one report, with a ranked list of fixes

One Report for
Search and AI Visibility

SERPView combines live AI engine tests with PageSpeed Insights, real-user Chrome data, a homepage audit and your Search Console data, then scores it all on one scale.

Live AI Citation Test

Runs up to 10 prompts across ranking, comparison, alternatives and recommendation questions on ChatGPT, Claude, Gemini and Perplexity, and records whether and where your brand appears.

Share of Voice vs Competitors

See your visibility score, average position and sentiment next to your competitors, per AI engine, in a side-by-side matrix.

AI Readiness (GEO) Audit

Checks crawlability, content structure, schema and entities, llms.txt, snippet controls, multimodal content and agent-friendly HTML, plus readiness for Google AI Overviews, ChatGPT, Gemini, Perplexity and Claude.

Seven Weighted Dimensions

AI Readiness, Performance, Real User Experience, Technical Health, Content Intelligence, Search Performance and Trust & Authority roll up into one 0-100 score and grade.

Content and E-E-A-T Scoring

AI scores your content for clarity, depth, structure, originality and citation potential, rates experience, expertise, authority and trust, and lists content gaps.

Prioritized Action Plan

Get recommendations with expected impact and effort, grouped into Quick Wins, High Impact and Long Term, and export the full report as a PDF.

Real-World
Use Cases

See how teams use the AI Visibility Report to get found in AI search.

SaaS Marketing Team

Situation

Wants to know if AI assistants recommend the product when buyers ask for the best tools in the category

Result

The citation test shows which engines mention the brand, at what position, and which competitors are named instead.

SEO Agency

Situation

Clients keep asking what the agency is doing about AI search

Result

Run the report for each client and hand over a PDF with an overall score, competitor share of voice and a clear action plan.

E-commerce Store

Situation

Product pages rank on Google but never show up in AI answers

Result

The AI readiness audit flags missing schema, thin structure and snippet restrictions that keep AI engines from quoting the pages.

Content Team

Situation

Planning next quarter's content and unsure which topics AI engines expect to see

Result

Content gaps and E-E-A-T scores point to the topics and trust signals to strengthen first.

Founder

Situation

Needs a quick, honest view of how the site performs across speed, technical SEO and AI readiness

Result

One score and grade with seven dimension scores replaces a pile of separate audits.

In-House SEO

Situation

Shipped a round of GEO fixes and wants to see if they made a difference

Result

Run a new report, compare it with saved earlier reports, and track the score over time.

Frequently Asked
Questions

Everything you need to know about the AI Visibility Report.

It's a report in SERPView that shows how visible your website is in AI search. It tests whether AI engines mention your brand, audits how ready your site is to be found and cited by AI systems, and combines that with performance, technical and Search Console data into one score.

ChatGPT, Claude, Gemini and Perplexity. If you connect your own key for a single provider, the test runs on that provider. With an OpenRouter key, or with SERPView's default setup, all four engines are tested.

SERPView generates up to 10 realistic prompts for your category, such as ranking, comparison, alternatives and recommendation questions. It sends them to each AI engine and checks whether your brand is mentioned, where it appears in the answer, the sentiment, and which competitors are mentioned.

Seven dimensions are weighted and combined into a 0-100 score: AI Readiness 25%, Performance 20%, Real User Experience 15%, Technical Health 15%, Content Intelligence 10%, Search Performance 10% and Trust & Authority 5%. Scores of 90 and above are Excellent, 75-89 Good, 50-74 Needs Improvement, and below 50 Poor.

Live answers from the AI engines, Google PageSpeed Insights, Chrome UX Report (real-user Core Web Vitals), an audit of your homepage HTML, and your own Google Search Console data. AI is used to write the summary, content scores and recommendations.

Yes. A web search toggle lets the engines pull current information instead of relying only on their training data, so you can see both views.

Yes. Each report runs for either the mobile or desktop strategy, which affects the performance and real-user experience sections.

Without your own AI API key, you can generate one fresh report per URL per week. If you add your own Claude, Gemini, OpenAI or OpenRouter key, you can run unlimited reports and manage your report history.

Yes. Every report is saved, so you can open earlier reports from the history menu and see how your score changed. You can also export any report as a PDF.

Yes. If you connect Claude, ChatGPT, Cursor or any other MCP client to SERPView over MCP (Model Context Protocol), your assistant can fetch your AI Visibility Report and help you work through the recommendations.

Related Features

Go deeper on the data behind your AI visibility score.

Get Found inAI Search

See which AI engines mention you, how you compare to competitors, and exactly what to fix first. Run your first report right from your dashboard.

ChatGPT, Claude, Gemini, PerplexityCompetitor share of voicePDF export