Missing from shortlists
Your brand may be absent when buyers ask for the best vendors, alternatives, or category-specific recommendations.
AI visibility intelligence
Win the AI-generated shortlists your buyers trust.
AnswerMap shows where ChatGPT, Perplexity, Gemini, and Claude recommend your competitors instead of you, why it happens, and what to fix first.
Category answer share
Sample view
124buyer prompts tested
18source gaps found
7priority actions
Example gap: competitors appear in pricing and alternatives prompts where your owned pages are missing or not cited.
100+ promptsCategory, comparison, alternative, and use-case questions.
4 AI platformsChatGPT, Perplexity, Gemini, Claude, and relevant answer engines.
3-5 competitorsNamed competitor benchmark across high-intent buyer prompts.
Raw evidenceCaptured answers, claims, mentions, and cited source patterns.
30-day planPrioritized content, source, and positioning actions.
Your buyers now ask AI before they talk to sales.
Traditional SEO tools do not show how answer engines summarize your category, which competitors they recommend, or which sources shape those recommendations.
Category"Best product analytics tools for B2B SaaS"
Alternatives"Alternatives to a leading sales intelligence platform"
Comparison"Compare two customer support tools for a growing team"
Integration"Which vendors integrate with our CRM and data stack?"
AI may already be moving buyers toward your competitors.
When answer engines summarize your category, they can omit your brand, repeat competitor positioning, or surface outdated claims before a buyer ever reaches your website.
Competitors own the narrative
AI answers can frame competitors as simpler, cheaper, more modern, or better fit for a use case you also serve.
Claims drift from reality
Models may describe your pricing, integrations, features, or ideal customer using stale sources and incomplete proof.
Know where you win, where competitors win, and what to do next.
The audit turns AI answers into prompt-level evidence your marketing, growth, SEO, and product marketing teams can act on.
Prompt-level visibility
See which buyer prompts your brand wins, loses, or is missing from across major AI answer engines.
Competitor answer share
Benchmark the competitors that appear most often in AI-generated recommendations and shortlists.
Sources and claim gaps
Identify the cited sources, missing proof, outdated claims, and content gaps shaping the answers.
A focused audit, built around the prompts that matter.
Map buyer prompts
We build a prompt library around category, comparison, alternative, pain-point, and buying-stage questions.
Run the market test
We test those prompts across major AI answer engines and capture brand mentions, competitors, claims, and cited sources.
Prioritize what to fix
You get an executive-ready teardown with the highest-impact content, source, and positioning actions.
See the kind of evidence your team receives.
The sample teardown shows how a B2B SaaS company appears across AI-generated recommendations, where competitors control the narrative, and which actions would improve visibility.
- Prompt clusters tested across high-intent buyer questions.
- Competitor share-of-answer and shortlist inclusion.
- Source gaps across review sites, comparison pages, docs, and category content.
- Narrative risks, inaccurate claims, and missing proof points.
- Prioritized 30-day action plan for content, citations, and positioning.
AI Visibility Teardown
Sample
Product Analytics AI Visibility Teardown
Prompt clusters, competitor answer share, and source gaps
60AI answer runs
15intent clusters
4answer engines
Headline Finding
In the product analytics sample, Amplitude appears across enterprise shortlist prompts while PostHog owns pricing and PLG narratives in key buyer-intent clusters.
Top Competitor Risk
A competitor owns lower-friction pricing and PLG narratives across comparison and alternative prompts.
Source Gap
AI answers rely on third-party comparison pages that mention competitors but omit the brand's newest positioning and integrations.
Priority Action
Create answer-first comparison and integration pages backed by sourceable claims, proof, and clear feature language.
Built for B2B SaaS teams that need to win high-intent buyer prompts.
AnswerMap helps marketing, growth, SEO, and product marketing teams understand where AI recommends them, where competitors win, and what actions can improve their presence in AI-generated shortlists.
- Your buyers ask AI tools for vendor shortlists, comparisons, alternatives, or "best for" recommendations.
- Competitors are shaping the category narrative in ChatGPT, Perplexity, Gemini, Claude, or Google AI answers.
- Your team needs to know whether AI describes your product, pricing, integrations, and positioning accurately.
- Leadership is asking for an AI search strategy, but traditional SEO reports do not explain what AI recommends or cites.
Get Started
Want to know what AI says about your category?
Request a sample for your market and we will show one prompt-level finding: who appears, who wins, and what source or content gap is driving the answer.