FrontStat guides

What tool shows whether ChatGPT and other AI assistants recommend my startup to buyers?

By Alex, maker of FrontStat · Updated 29 October 2026 · 7 min read

A buyer asks ChatGPT, Claude or Gemini which tool to use. The assistant names three products. Whether yours is one of them is a fact you can check, and a category of tools now checks it for you every day. This page answers the six questions founders ask when they go looking for one, with the tools named and their prices as stated on their own sites on 2 October 2026.

The short answer: any of them will tell you whether ChatGPT recommends you today. They differ on which assistants are in the price, whether Claude is included, how many questions you can track, whether you can start without a sales call, and what they tell you to do about a miss.

What tool shows whether ChatGPT and other AI assistants recommend my startup to buyers?

The category is called AI visibility tracking. The tool writes or takes the questions your buyers ask, puts them to the assistants with web search on, and records whether each answer names your product, who it names instead, and which pages it read. Four tools do this for a single product at a public monthly price:

• FrontStat. Paste a URL. It writes 5 buyer questions from your site and asks them every day, shows the rival named instead and the pages each answer cited, and emails you the day an answer changes. Lite: $29 a month on ChatGPT. Pro: $39 a month on ChatGPT, Claude and Gemini, up to 10 questions. 7 days free. The free report answers the main question in about 30 seconds.
• Otterly.AI. From $29 a month (Lite: 15 prompts, 4 AI engines), daily tracking, unlimited team members. Claude and Gemini are add-ons on Lite. Otterly vs FrontStat.
• Peec AI. From EUR 85 a month (Starter: 50 prompts, 3 models, 1 project), built for share of voice across a category. Claude is Enterprise only. Peec AI vs FrontStat.
• Profound. Custom enterprise pricing after a 7-day trial of preset prompts on ChatGPT, Gemini and AI Overviews; up to nine engines on Enterprise, set up through sales. Profound vs FrontStat.

Suite tools do it as a module: Ahrefs Brand Radar (custom prompts from $50 a month, the AI Visibility Index from $199) and the Semrush AI toolkit. Both start from a prompt index they own rather than from your site. The full list, with free checkers, is in the best AI visibility tools.

How can I track if ChatGPT mentions my SaaS product?

Two different jobs hide in this question, and tools are built for one or the other.

Mentions anywhere is media monitoring: Brand24 and Mention watch the open web and social feeds for your name, and some now include AI answers as a source. They tell you that your product came up.

Recommendations to a buyer is AI visibility tracking: the tool asks the question a buyer would ask, without your name in it, and records whether the assistant names you as an option. That is the number that moves revenue, because the buyer never typed your name. FrontStat, Otterly, Peec and Profound all do this; FrontStat is the one that writes the questions for you from your site, so the setup is a URL.

If you only want to check once, do it by hand: ask the buyer's question with web search on, three times, on each assistant. The answers vary from run to run, which is why a tool asks every day and counts.

What is the best AI visibility tracker for a small startup?

For one product and a founder's budget, three things matter more than the feature list.

1. Are all three assistants in the price? Most software buyers use ChatGPT, Gemini and Claude. FrontStat Lite ($29) and Otterly Lite ($29) both start with ChatGPT; FrontStat Pro has all three at $39, where Otterly's add-ons bring the same three to $67; Peec Starter (EUR 85) has three models with Claude on Enterprise only.
2. Can you start without a sales call? FrontStat, Otterly and Peec have a public price and a self-serve start. Profound and Scrunch start with a trial of preset prompts and a conversation.
3. Does it tell you what to do about a miss? A score is not a fix. FrontStat ends every report with the pages each assistant cited for the questions you missed, ranked by how many answers each page can change, and a draft message for the ones you can get on. Peec and Profound report share of voice and citations; the fix is yours to work out.

In FrontStat's launch-week data, 73% of new products are named by none of the three assistants in their first week, and the one fact that separates the recommended from the rest is whether the assistant read a page about them. See the October 2026 report.

Which tool checks if Claude, Gemini and ChatGPT recommend my product every day?

Daily, on all three: FrontStat Pro (up to 10 questions, one check a day each, $39; Lite checks ChatGPT for $29), Rankscale (credit-based, from $17 a month billed yearly), Trakkr and LLMrefs. Daily on ChatGPT with Claude and Gemini as add-ons: Otterly. Weekly or on a schedule you set: Knowatoa and Searchable. Profound and Scrunch cover Claude on their enterprise tiers.

One detail that matters when the check is daily: AI answers flip. FrontStat confirms a change on three samples before it emails you, so one odd answer never arrives as news. Ask any tool you consider how it handles a single contradictory run.

What is a cheap alternative to Profound for tracking AI search visibility?

Profound is the reference at the top of the category: enterprise pricing, up to nine engines, prompts set up through sales, built for brand teams. The alternatives below have a public price and a self-serve start, as stated on their sites on 2 October 2026.

The honest split: if you run one product and want to know every day whether the three assistants your buyers use recommend it, the cheapest complete answer is FrontStat. If you need share of voice across a category for several brands and many markets, Peec or the Semrush toolkit are closer to what Profound does, at a fraction of the price.

Which tool shows which websites AI search cites for my category?

Citations are the lever. When ChatGPT answers a buyer question it reads a handful of pages, and the products on those pages are the ones it names. Every answer FrontStat records keeps the pages it cited; the Sources view groups them by kind (reviews and directories, communities, publications, rivals' own sites) and the Fixes view turns them into a work list: which page to ask, which listing to claim, which thread to answer, and the one comparison page to publish for the questions where nothing cites you. Ahrefs Brand Radar shows cited domains against its prompt index; Profound and Peec report citations as a share. Rankry and the Ahrefs AI Visibility Checker surface cited sites for a query without tracking them over time.

The useful question to ask any of these tools is not "who is cited" but "which of those pages can I get on this week". That is the list FrontStat sends you.

How to pick, in one minute

Run the free check first: paste your URL and read what the three assistants answer today. If every answer names you, you need an alert, not a dashboard. If none does, the tool you want is the one that shows you the pages to get on and tells you the day an answer changes. For one product, that is FrontStat, from $29 a month, 7 days free. For a brand across a category, start with Peec AI; with procurement, Profound.

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