AI visibility tools
Buyers ask ChatGPT, Perplexity and Gemini what to buy, and the brands those models name get the sale. Howseen tracks how often you appear inside AI answers, traces the sources feeding them, and publishes the content that closes your gaps.
By Raphaël Aubry, founder of Howseen AI · Updated September 2026See your score in seconds. No card. No contract.
Definition
An AI visibility tool tracks how often your brand appears inside AI-generated answers, on platforms like ChatGPT, Perplexity, Gemini and Google AI Overviews. It measures whether you are mentioned, how you are positioned, what sentiment the model expresses, and which competitors are named instead of you.
Think of it as rank tracking, but for AI answers, not blue links. Traditional SEO tools tell you where you rank on Google. AI visibility tools tell you whether you exist when a buyer asks an AI engine for the best tool in your category. Those are two very different questions, and the answer to the second one is increasingly what drives the purchase.
Coverage
A full-stack LLM visibility tool covering every surface your buyers actually use. Five engines, five metrics, refreshed every 3 days.
The world's most-used AI assistant, now a primary product discovery channel for millions of buyers.
The AI search engine that cites sources directly and drives high-intent research traffic.
Google's AI model, embedded across Search, Workspace and mobile.
The AI-generated summaries that now appear above organic results for most commercial queries.
Google's full conversational search experience, rolling out globally.
Every metric refreshes on a rolling cadence. No more waiting for a quarterly report while competitors take your citations.
What Howseen measures on each surface
Visibility score
How often your brand appears across your tracked prompts.
Sentiment
Positive, neutral or negative, per prompt and per model.
Position
Where you appear in ranked or list-style AI answers.
Share of voice
Your visibility versus every tracked competitor, side by side.
Citation sources
The exact domains, pages and source types that feed each AI answer.
One platform
Most AI visibility tools stop at a dashboard. Howseen replaces five tools with one loop: tracking, competitor share of voice, citation tracing, GEO content and CMS publishing, all in one place.
Add the prompts your buyers actually ask. Howseen suggests high-intent queries from real search data, then runs them across every AI engine every 3 days. You see your visibility, sentiment and position per prompt, per model.
Howseen traces every AI answer back to the sources that built it, the review sites, Reddit threads, YouTube videos and editorial pages the models cited, so you see exactly where a competitor replaced you.
Every gap becomes an article written in your voice and published straight to your CMS, WordPress, Shopify or Next.js. Off-page, Howseen points your outreach at the domains the models trust most.
How Howseen compares
There are good AI visibility tools out there. They solve for different buyers. Here is where each one fits, without the spin.
Profound
Built for enterprise brands and large agencies. Custom-quote pricing, deep historical datasets and macro share-of-voice reporting. Powerful if you have an enterprise budget and a dedicated team, heavier than most SaaS and ecommerce teams need to get started.
Peec
A lightweight tracker aimed at small content teams and SEO consultants. Clean prompt-level monitoring, but it reports the gap rather than closing it, there is no built-in content and publishing layer.
Otterly
An accessible AI search monitoring tool, good for a first look at how AI mentions you. Strong on monitoring, lighter on competitor share of voice, citation tracing and the action layer that turns findings into published fixes.
Howseen
Tracking across ChatGPT, Gemini, Perplexity, Google AI Overviews and Google AI Mode, refreshed every 3 days, plus the action layer the others skip: citation tracing, competitor share of voice, and GEO content published straight to your CMS. Transparent self-serve pricing, built for SaaS, ecommerce and boutique agencies rather than enterprise procurement.
Want the full breakdown? Compare Howseen vs Profound, Howseen vs Peec, or read the best GEO tools buyer's guide.
Why it matters now
Google's AI Overviews now appear on the majority of commercial queries. Buyers are forming opinions, and shortlists, inside AI answers before they ever visit a website. The brands that win share one thing: they are present in the sources AI models trust. Community threads, review platforms, structured editorial.
AI visibility tracking tells you whether you are in those sources. LLM tracking tools like Howseen go further: they show you which sources matter, which competitors own them, and what to do about it. Waiting is not a strategy. Every day without AI visibility monitoring is a day your competitors are building citations you are not.
Free AI visibility scan
Enter your brand and get your AI visibility score in seconds, across ChatGPT, Perplexity, Gemini and Google AI Overviews. No card. No contract.
AI visibility tools track how often and how favorably your brand appears in answers generated by AI engines like ChatGPT, Perplexity, Gemini and Google AI Overviews. They measure brand mentions, sentiment, position, share of voice and citation sources, giving you the data to understand and improve your presence in AI-generated search results.
The best AI visibility tools combine tracking across multiple LLMs, competitor benchmarking, citation source tracing and an action layer that closes gaps, not just a dashboard that reports them. Howseen covers prompt-level tracking across ChatGPT, Gemini, Perplexity, Google AI Overviews and Google AI Mode, refreshed every 3 days, with built-in GEO content publishing.
Traditional SEO tools track keyword rankings on Google's blue-link results. An AI visibility platform tracks whether your brand appears inside AI-generated answers, a completely different signal. A page can rank on page two of Google and still be the one ChatGPT cites, and a top-ranked page may never appear in an AI answer. Both matter; only one is measured by AI visibility monitoring tools.
LLM tracking means running structured prompts against large language models like ChatGPT, Gemini, Claude and Perplexity and recording whether your brand appears, how it is described, where it ranks in the answer, and which sources the model cited. It is the equivalent of a rank tracker, but for AI answers instead of search engine results pages.
You can see your current AI visibility score within seconds of scanning your brand on Howseen, with no card required. Tracking starts immediately after setup and refreshes every 3 days. Content and citation improvements typically show measurable visibility gains within four to eight weeks, depending on your category's competitive density and how aggressively you close the gaps Howseen surfaces.
Track where you stand, benchmark against every competitor, trace the sources that feed the answers, and publish the fixes. Run your free scan in seconds.
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