I want to know when AI starts recommending my product. What should I use?

Use an AI visibility tracker—often called an AI search visibility or AEO/GEO tool. It checks whether your product appears in answers to buyer-style prompts across AI platforms, and tracks that over time.

A practical starting point:

• Already use Semrush? Try its AI Visibility Toolkit. It can track custom prompts and visibility across ChatGPT, Google AI, and Gemini, and show which competitors and sources appear. (semrush.com)
• Want a broad discovery view across channels? Ahrefs Brand Radar tracks brand mentions and citations across AI platforms and other sources that can influence AI visibility. (help.ahrefs.com)

Set up prompts that sound like real shopping questions—for example, “best [product type] for [use case],” “alternatives to [competitor],” and “[your product] vs. [competitor].” Track whether you’re recommended, merely mentioned, and which pages or websites the AI cites.

One caveat: these tools show sampled answers, not a guaranteed moment when “AI starts recommending” you everywhere. Answers vary by prompt, platform, and run, so compare trends over repeated checks rather than relying on one result. Start with a free/manual baseline if you’re not ready to pay: run 10–20 buyer prompts across the AI tools your customers use, record the answers and cited sources, then repeat regularly.

The most direct tool is an AI visibility tracker. You enter the questions your buyers ask, the tool runs them against AI assistants on a schedule, and it records when your brand shows up. For a small budget, start with Otterly.ai. Choose a larger platform only if you need enterprise reporting or deeper analysis.

Options, by budget

• Cheapest start: Otterly.ai. One roundup puts it at $29 a month on Lite (15 search prompts), and another describes it as SMB prompt tracking on a budget. It monitors when your brand appears in AI-generated answers, and compares your brand visibility against competitors.
• Mid-market: Peec AI. It measures visibility as the share of chats that mention the brand, and it reports position, sentiment and citations at domain and URL level. One comparison lists its starter plan at €85/mo (Starter).
• Already use Semrush: Semrush's AI visibility add-on runs $99/mo add-on (per domain) and covers ChatGPT, Perplexity, Gemini, Google AI Mode, and Copilot.
• Enterprise: Profound. It enables executive reporting on how generative systems present a brand within broader market narratives.
• Free first look: HubSpot's AEO Grader gives a one-off scan. It is useful as a snapshot but won't alert you over time.

How to set it up

1. Write 20–50 prompts a real buyer would type, such as "best [category] for [use case]," and include competitor comparison prompts. Tools track prompts you define, so this list determines what you learn. With OtterlyAI, you define search prompts that mirror real user queries.
2. Cover at least ChatGPT and Google AI Overviews. Add Perplexity if your audience skews toward research-intensive B2B queries, and Gemini if Google organic rankings are your primary traffic source.
3. Choose daily tracking and turn on alerts for new mentions, drops, and competitor gains. Look for tools that also show alerts, content fixes, citation gap analysis, and publishing workflows.

Caveats

• AI answers vary from run to run, so trust trends over several weeks more than any single result.
• Many "best tools" roundups are written by the vendors they rank. One review notes that most "best GEO tools" lists rank the author's own product first, so check independent reviews and run free trials before committing.
• Prices and engine coverage change often. Confirm them on each vendor's pricing page.

To track when AI platforms (like ChatGPT, Perplexity, Gemini, and Google AI Overviews) recommend your product, you should use AI Visibility Tracking tools.

Because AI answers are non-deterministic—meaning the same question can yield different results each time—a one-time check is insufficient. You need a systematic, ongoing process to track patterns, citations, and "share of voice" across different engines.

1. Dedicated AI Visibility Tools

Several specialized platforms have emerged to solve this specific problem. They automate the process of "asking" AI engines your target buyer questions and recording the results. Popular options include:

• For Comprehensive Monitoring: Tools like Beamtrace, Otterly.ai, and Profound are frequently cited for their ability to monitor multiple engines (ChatGPT, Gemini, Perplexity, etc.) and track trends over time.
• For SEO-Integrated Workflows: If you already use major SEO platforms, check if they have built-in modules. For example, the Semrush AI Visibility Toolkit and Ahrefs Brand Radar allow you to track AI mentions alongside your traditional SEO data.
• For Budget-Friendly/Early Stage: Platforms like MentionBird or lighter versions of dedicated tools offer affordable tiers for businesses starting to experiment with "Answer Engine Optimization" (AEO).

2. How to "Do It Yourself" (If you are starting out)

If you aren't ready to invest in a subscription, you can run a manual pilot to understand your current baseline:

• Define Your Prompts: Identify 10–20 questions a buyer would ask when they are looking for a solution in your category (e.g., "What is the best [product type] for [specific need]?").
• Create a Log: Use a spreadsheet to track the date, prompt, AI engine, and the result. Note if your brand was mentioned, where it appeared (e.g., top of the list vs. a footnote), and which sources were cited.
• Be Consistent: Run these same prompts on a weekly or bi-weekly schedule. Because AI answers fluctuate, you are looking for trends over weeks or months, not a single snapshot.

3. What to Monitor

When selecting a tool or setting up your manual process, ensure you are tracking these four key metrics:

1. Mention Rate: How often does your brand appear across all platforms for your target queries?
2. Citation Sources: Which pages on your website are the AI models actually citing? (This helps you understand what content to optimize).
3. Competitive Position: How often do your competitors appear instead of you?
4. Sentiment/Accuracy: Is the AI describing your product correctly? Being "mentioned" is less valuable if the AI is providing inaccurate information.

Summary Checklist for Success

• Check Accessibility: Use tools like robots.txt to ensure you aren't accidentally blocking AI crawlers (like GPTBot or Google-Extended) from reading your product pages.
• Improve "AEO" (Answer Engine Optimization): Ensure your product pages contain clear, structured data (price, ratings, and accurate descriptions) that AI can easily parse.
• Don't rely on one engine: Since ChatGPT, Gemini, and Perplexity often prioritize different sources, a well-rounded strategy tracks visibility across at least three or four major AI platforms.

Use an AI visibility tracker—also called an AEO/GEO tool—to monitor whether AI answers mention or recommend your product. It runs a consistent set of buyer-style prompts across AI platforms and reports mentions, recommendation position, competitors, and cited sources. ⁹¹³

A practical starting point:

• Try HubSpot’s free AI Search Grader for a quick baseline across ChatGPT, Gemini, and Perplexity. It’s a snapshot, not ongoing monitoring. ³⁴
• For ongoing tracking, compare Otterly.ai, Peec AI, Semrush, or Profound. Choose based on which AI platforms matter to your customers, your budget, and whether you want citation analysis and competitor comparisons. ²⁵⁹

Set up prompts that sound like real customer questions—for example, “best [product category] for [use case]” and “alternatives to [competitor].” Track the percentage of answers that recommend you, your position relative to competitors, and which sources the answers cite. Recheck the same prompts regularly: results vary by wording, platform, location, and time, so treat the tool as a trend monitor rather than a guarantee that every user will see the same recommendation. ¹³¹⁵