See how AI search engines
recommend your brand.
AnswerOS shows where your brand appears in ChatGPT, Claude, Gemini, and other AI search experiences—including your ranking, competitors, cited sources, and what to improve.
See what AnswerOS actually reveals.
Know who AI recommends, why they were chosen, which sources were cited, and the exact steps to improve your visibility.
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Best for large organizations needing strict permissions, extensive cross-team boards, and legacy integrations.
Best for modern high-velocity teams looking for minimal friction, automated sprint cycles, and developer-first design.
Create a dedicated comparison page targeting Brand A vs Your Brand
AI models frequently cite 3rd-party comparison blogs when answering migration queries where your brand is mentioned 2nd.
What you'll discover
Understand exactly how AI search answers treat your brand and what drives those recommendations.
Are AI engines recommending you?
See whether your brand appears when customers ask AI for recommendations across ChatGPT, Claude, Gemini, and beyond.
Who gets recommended instead?
Compare your visibility with the brands appearing alongside you and find out which competitors dominate buyer questions.
Why are they being mentioned?
See the websites, publications, reviews, and other sources influencing AI answers in your category.
What should you fix?
Get specific recommendations based on the gaps found in your real scan results so you know what content and schema to build next.
Ask → Scan → Analyze → Improve → Track
A continuous, five-step workflow designed to build and sustain your brand's visibility in AI search.
Choose buyer questions
Select the high-intent buyer questions and product prompts that matter to your business and category.
Scan AI models
AnswerOS automatically evaluates how major AI providers respond across your selected prompts.
Inspect your report
See where your brand appears, your position rank, sentiment tone, competitor mentions, and cited sources.
Take action
Get clear, evidence-based recommendations on missing comparison pages, citations, and structured FAQ content.
Measure changes over time
Re-scan periodically to measure progress, monitor competitor movement, and verify the impact of your updates.
Don't just measure your AI visibility.
Track whether your changes improve it.
AI search is dynamic. AnswerOS gives you the continuous tracking and re-scanning tools needed to turn one-time insights into compounding organic growth.
Audit current answers
Find competitor gaps
Publish optimized content
Benchmark new answers
Verify score growth
Historical Visibility Trends
Monitor how your brand mention rate and average rank evolve week over week across each AI model.
Recurring & On-Demand Scans
Re-scan automatically to catch model updates and seasonal buyer shifts before they affect your pipeline.
Competitor Movement Alerts
See when competitors launch new comparison pages or gain traction on newly cited review platforms.
Measure Real Impact
Directly correlate the publication of new FAQs, docs, and comparison pages with measurable AI position gains.
Built for teams that care about
how AI recommends them
The AI search visibility platform for modern brands across software, ecommerce, services, travel, and beyond.
Understand how AI surfaces your brand
See whether your brand is being recommended in the high-intent buying questions that drive pipeline.
Discover the sources influencing AI answers
Find out which websites, comparison portals, and reviews AI models quote when answering buyer questions.
Find competitor gaps you can act on
Identify the exact prompts where competitors appear ahead of you and benchmark your progress over time.
See what customers learn when asking AI what to buy
Get a clear, executive-level view of your AI brand presence across every major AI provider without technical complexity.
Clear action steps, not generic advice
AnswerOS doesn't just point out where you rank—it pinpoints the exact structural, content, and citation gaps you can fix immediately.
Create comparison content for the alternatives buyers frequently ask about.
Strengthen the attributes AI models associate with your brand.
Build content and visibility on sources frequently cited in your category.
Identify the buyer questions where competitors consistently appear ahead.
How your AI visibility is measured
AnswerOS computes a weighted 0–100 visibility score based on real scan data across five core factors.
“How often your brand appears.”
The percentage of buyer prompt checks where your brand is actively recommended.
“Where your brand appears when recommended.”
Positioning of your brand in AI recommendations (#1 top pick vs #2+ alternative).
“How AI describes your brand.”
Tone, attributes, and descriptive strengths associated with your company in AI answers.
“How often competitors are mentioned relative to you.”
Your share of AI recommendations compared against category rivals in the same prompt sets.
“How authoritative the cited sources are.”
The authority and independence of websites and review publications cited by the AI.
Empirical Scoring & Transparent Methodology
Every score factor is calculated strictly from empirical scan data across your category buyer questions—giving you clear, actionable insights without guesswork.
Start free. Upgrade when you need more AI models.
Audit your brand today on our free AI providers. Unlock premium models and historical tracking with a single flat monthly subscription.
Free Tier
Explore your AI search footprint
No credit card required
AnswerOS Pro
Complete AI search monitoring & tracking
Full 6-provider visibility · Cancel anytime
Frequently Asked Questions
Clear, transparent answers about AI search visibility and how AnswerOS works.
What does AnswerOS actually scan?
AnswerOS scans buyer-intent queries across 6 AI providers (Google Gemini, Groq, NVIDIA NIM, OpenAI ChatGPT, Anthropic Claude, and Perplexity). Each scan evaluates whether your brand is mentioned, what position rank it holds, the sentiment tone, and which competing brands and web publications are cited.
How does the free scan work?
When you enter your company website, AnswerOS generates category-specific buyer questions and queries our free AI providers (Gemini, Groq, NVIDIA NIM). You get an instant preview of your brand's AI search footprint with zero payment or credit card required.
What exactly is AI visibility?
AI visibility measures how frequently and favorably your brand appears when prospective customers ask AI search engines and assistants for recommendations, comparisons, and solutions in your category.
What do I get without paying?
On the Free Tier, you get full domain onboarding, prompt workspace access, and AI visibility scanning across 3 core providers (Gemini, Groq, NVIDIA NIM), plus visibility scoring, competitor mentions, and prioritized recommendations.
How long does a scan take?
Scans run in the background so your browser never freezes. A typical scan across a full set of category prompts completes in approximately 2 to 4 minutes.
Why can AI answers change between scans?
AI models generate responses probabilistically and continuously ingest updated web data, reviews, and citations. That's why recurring monitoring is essential to detect when your rank or competitor share shifts.
How is the visibility score calculated?
Your 0–100 score is computed server-side using five weighted factors: Mention Rate (30%), Average Rank (25%), Sentiment (20%), Competitor Share (15%), and Source Authority (10%).
Does AnswerOS guarantee that AI will recommend my brand?
No. No platform can control what AI models ultimately output. AnswerOS provides empirical diagnostic data, citation tracking, and evidence-based recommendations to help you create the content and schema that AI engines favor.
How is my company data handled?
We only store your company domain, competitor domains, prompt sets, and scan metrics necessary to compute your dashboard. All analytics are strictly telemetry-only with zero personal data collection.
Find out how AI currently sees your brand.
Run a free visibility scan and see where your brand appears, who gets recommended instead, and what you can improve.