Question h03 head implement decision anchor
How can I find out if AI chatbots are recommending my competitors instead of me?
On 28 October 2026, ChatGPT recommended three brands, starting with Semrush; Claude recommended HubSpot's free AI visibility grader; Gemini recommended four brands, starting with Otterly.AI; Perplexity recommended five brands, starting with Semrush. No brand was recommended by all four.
Asked once of each AI on 28 October 2026, with its own web search on and no location sent. Answers are shown verbatim. How we read them: one grand master model marked each brand, and a brand counts only if its name is in the answer word for word. The method.
ChatGPT
gpt-6-luna
The best way is to test realistic customer questions repeatedly—not just ask whether a chatbot knows your brand. AI answers can vary by wording, location, and date, so treat any one answer as a snapshot.
A practical way to check
- Write 20–50 questions customers might ask, such as:
- “What’s the best [type of product/service] for [need]?”
- “Compare [your business] with [competitor].”
- “Who do you recommend for [service] in [location]?”
- “What are the best alternatives to [competitor]?”
- Run them across the chatbots your customers use—for example, ChatGPT, Gemini, Perplexity, and Google’s AI search features. Keep the wording, location, and other conditions consistent. Save the date, answer, brands mentioned, order, and any sources cited.
- Track a few measures over time:
- Mention rate: How often your business appears.
- Recommendation rate and position: How often it’s actively recommended, and where.
- Share of voice: How often competitors appear compared with you.
- Citation sources: Which websites or pages the chatbot relies on.
- Repeat monthly or quarterly. Look for patterns across many questions, rather than reacting to one answer. Manual checks are a reasonable starting point; AI-visibility tools can automate prompt tracking and competitor comparisons. Semrush and HubSpot, for example, describe tools for tracking prompts, mentions, citations, and competitors across AI platforms. (semrush.com)
- Check your own analytics too. ChatGPT referrals can be tracked in analytics because referral URLs include
utm_source=chatgpt.com; that tells you some visits came from ChatGPT, but generally won’t reveal the exact prompt or every time your brand was recommended. (help.openai.com)
For Google’s AI features, Search Console now has a generative-AI performance report showing impressions and pages appearing in those features, when your site has enough data. (support.google.com)
Important caveat: these checks estimate visibility; they aren’t a definitive record of what every customer sees. Results can differ between runs, and tool coverage varies. Keep a simple spreadsheet first, then consider a paid tracker if monitoring becomes time-consuming.
What it searched
- 2025 AI chatbot recommendations brand visibility tracking AI search monitoring tools official
- Google Search Central AI Overviews Search Console tracking official documentation
- OpenAI ChatGPT search publisher referrals official documentation
Sites it found
- semrush.comGet your brand recommended by AI | Semrushcited
- support.google.comGenerative AI performance report (Search) - Search Console Helpcited
- help.openai.comPublishers and Developers - FAQ | OpenAI Help Centercited
and 36 more found but not cited
- hubspot.com
- webglazer.com
- hubspot.com
- learn.chatgpt.com
- yoast.com
- hubspot.com
- bot.spot
- blog.google
- mentionflow.ai
- search.google
- reddit.com
- assets.publishing.service.gov.uk
- static.googleusercontent.com
- acp-aep-cs-blobstore-prod-va6c2-data.adobe.io
- arxiv.org
- ttabvue.uspto.gov
- arxiv.org
- britopian.com
- arxiv.org
- reddit.com
- arxiv.org
- techradar.com
- techradar.com
- techradar.com
- reddit.com
- reddit.com
- apnews.com
- reddit.com
- reddit.com
- reddit.com
- reddit.com
- reddit.com
- reddit.com
- reddit.com
- reddit.com
- en.wikipedia.org
Claude
claude-haiku-5-5
You can check this yourself by hand for free, or use a monitoring tool to do it at scale.
Manual check
- Write the prompts your buyers would type. Use wording like "best [product] for [use case]" or "alternatives to [competitor]," not your brand name. Run each one several times, since answers change between runs.
- Start with the engines that show sources. One source notes that ChatGPT and Perplexity both show their sources, so you can see exactly which page, if any, they pulled your brand from.
- Check engines that don't show sources. For Gemini, you're left reading the answer itself to see if your brand is mentioned.
- Log the results in a spreadsheet. For each prompt and engine, record which brands appear, in what order, what sources are cited, and whether your site is among them. One guide suggests a similar setup: the cells include your company's name, your closest competitors, and the queries you want to check for.
- Repeat weekly so you can see trends rather than one-off answers.
Monitoring tools
These tools automate the process and report share of voice against competitors. Vendor claims are marketing, so test a free trial on your own prompts before committing.
- Otterly AI: monitors when your brand appears in AI-generated answers, and compares your brand visibility against competitors. One guide describes it as the better low-cost choice for monitoring alone.
- Semrush AI Visibility Toolkit: tracks your brand's mentions across ChatGPT, Google AI, Gemini, and Perplexity, monitors up to 25 custom prompts a day, and includes competitor comparison.
- Ahrefs Brand Radar: tracks brand mentions across six major AI platforms, including ChatGPT, Copilot, Gemini, and Perplexity, and lets you benchmark your visibility against competitors.
- Peec AI: offers competitor benchmarking across visibility, average mention position, and sentiment. Pricing starts from $95/month.
- Profound: aimed at larger teams. One guide notes it is overkill for teams that only want a lightweight visibility score.
Free starting point
HubSpot's free AI visibility grader is a quick baseline. One guide describes it as offering a free visibility snapshot with sentiment and competitor benchmarking. It's worth running before you pay for anything.
What to look for once you have data
Track mention frequency, position in the answer, whether your site is cited as a source, and sentiment. When a competitor appears and you don't, check which pages the engine cited for them. Those pages show what the AI is drawing on, which usually points to what you need to improve.
What it searched
- track brand mentions in AI chatbots ChatGPT Perplexity competitors
- generative engine optimization monitoring AI visibility tools 2026
Sites it found
- otterly.aiAI Search Monitoring Tool: Track ChatGPT, Perplexity & Google AIOcited
- sonary.comHow to check if ChatGPT, Perplexity, and Gemini recommend your brandcited
- nailitandscaleit.substack.comHow to Track SEO for Chat-GPT, Perplexity, and other AI toolscited
- semrush.comThe 9 Best Generative Engine Optimization (GEO) Tools of 2026cited
- tryprofound.comBest generative engine optimization (GEO) tools for AI search in 2026cited
- searcheye.ioGenerative Engine Optimization Tools: 2026 Guidecited
- nogood.ioTop Generative Engine Optimization (GEO) Tools for 2026cited
and 11 more found but not cited
- digitalapplied.comAI Visibility Tools 2026: Track Your Brand Across LLMs
- llmclicks.aiAI Visibility Tracker: Monitor LLM Mentions & Citations
- finseo.aiAI Visibility Tracker & Monitoring Tool
- therankmasters.comBest AI Visibility Tools for Brand Mention Tracking (2026)
- frizerly.comBest Tool to Track & Boost Your Brand's Visibility in AI Search 2026
- stackshare.ioai brand track vs mentionable
- nogood.ioTop Generative Engine Optimization (GEO) Tools 2026
- evertune.aiThe 10 Best AI Visibility Tools for 2026 - Evertune
- sitepoint.comLeading Generative Engine Optimization (GEO) Tools for 2026
- withgauge.comTop Generative Engine Optimization & AI SEO Tools in 2026: Dominate AI Search & Performance
- shopos.ai10 Best GEO Tools 2026 (Free & Paid, Compared)
Gemini
gemini-3.1-flash-lite
To determine if AI chatbots are recommending your competitors, you need to move beyond traditional SEO and adopt a process for monitoring AI-generated responses. Because AI engines synthesize information into a short list of recommendations, being "invisible" in these answers means you are losing potential customers before they ever visit your website.
Here is how you can find out if you are being overlooked, ranging from a quick manual check to professional monitoring.
1. The Manual "10-Minute Audit" (Free)
You do not need specialized software to get a baseline understanding of your current visibility. You can perform a manual audit to see exactly what a prospective customer sees.
- Define your prompts: Draft 5–10 questions your ideal customer would actually type. Avoid how you would describe yourself and use the language of your buyers.
- Examples: "What is the best [product category] for [your niche]?" or "[Your product] vs [Competitor] alternatives."
- Use fresh sessions: Open ChatGPT, Perplexity, Google Gemini, and Google AI Overviews in incognito or "fresh" windows to ensure previous search history doesn't bias the results.
- Record the results: Create a simple table tracking:
- Which engines mentioned your brand?
- Which competitors were recommended instead?
- What sources (URLs) were cited?
- What is the "sentiment" or framing of your brand versus your competitors?
2. Specialized AI Monitoring Tools
If you need to monitor this consistently, manual checks will become unsustainable. Several tools have emerged to automate "Answer Engine Optimization" (AEO) tracking:
- Entry-Level/Budget-Friendly: Tools like Otterly.ai (which offers a free trial) allow you to track your brand across multiple engines and can even connect to AI agents to help you act on findings.
- Enterprise/Comprehensive: Platforms like Profound or Sona AI Visibility provide deeper analytics, including "share of voice" and citation rate tracking, which are better suited for larger teams needing multi-engine coverage.
- Integrated SEO Tools: If your team already uses tools like Semrush, check if their latest AI visibility toolkits cover the AI platforms you are concerned about.
- Free One-Time Checks: Services like HubSpot’s AI Search Grader offer a free, no-signup analysis to give you a quick snapshot of how AI perceives your brand.
3. Why You Might Be Missing (And How to Fix It)
If you find your competitors are being recommended instead of you, it is often not because they are "better," but because the AI models lack "confidence" in your brand. To improve your visibility:
- Consistency is Key: Ensure your brand name, description, and core value proposition are consistent across all digital touchpoints: your website, LinkedIn, G2, Capterra, and industry directories. AI cross-references these to build a "truth" about your business.
- Direct Answers: AI engines favor content that answers questions immediately. Avoid long, fluffy introductions; state your value proposition clearly at the beginning of your service and product pages.
- Earn Third-Party Authority: AI relies on external signals. If your brand is frequently mentioned—and positively described—on Reddit, Quora, industry blogs, and podcasts, the AI is much more likely to pull your brand into its recommendations.
- Technical Basics: Ensure your site is crawlable and indexed. If search engines cannot read your pages, AI cannot cite them.
A Note on "Black Boxes": Be skeptical of any vendor that promises to tell you exactly why an AI chose one company over another. No one—not even the AI companies themselves—can fully explain the reasoning behind a specific output. Focus instead on the "what" (who is appearing) and adjust your strategy to provide clearer, more consistent, and more authoritative evidence for the AI to ingest.
What it searched
- can you track what ChatGPT and Perplexity say about your business
- how to influence AI chatbot search results for my business
- how to monitor if AI chatbots recommend competitors instead of me
- tools to track AI chatbot recommendations for my brand
Sites it found
- amicited.comamicited.comcited
- authoritas.comauthoritas.comcited
- kanalyticstech.comkanalyticstech.comcited
- soupagency.com.ausoupagency.com.aucited
- hubspot.comhubspot.comcited
- stickyfrog.iostickyfrog.iocited
- maxaeo.aimaxaeo.aicited
- youtube.comyoutube.comcited
- tryanalyze.aitryanalyze.aicited
- sutracreative.comsutracreative.comcited
- entrepreneur.comentrepreneur.comcited
- botric.aibotric.aicited
- reddit.comreddit.comcited
- lightsite.ailightsite.aicited
- thriveweb.com.authriveweb.com.aucited
- platocreative.co.nzplatocreative.co.nzcited
- lighthouselocal.ailighthouselocal.aicited
- novacom.groupnovacom.groupcited
Perplexity
perplexity/sonar
You can measure this with a repeatable AI visibility check—either manually or with a monitoring platform.
- Make a realistic prompt list. Use questions customers might ask, such as “best [type of product] for [need],” “alternatives to [competitor],” and “[your brand] vs. [competitor].” Include different customer needs and buying stages.
- Test several assistants. Run the same prompts in the AI chatbots and AI search tools your customers use. Use fresh chats, and keep the wording, location, and language consistent.
- Record what each answer does. Note whether it mentions you or competitors, who it recommends first, whether it links to a source, and whether its description is accurate. A spreadsheet is enough to start.
- Repeat the checks over time. Answers can vary, so a single result is only a snapshot. Recheck on a regular schedule and compare the same prompts.
- Compare useful measures. Track your mention rate, citation rate (how often your site is linked), recommendation position, and share of answers that include you versus competitors. Also look for prompts where competitors appear and you don’t.
- Investigate the sources. When an answer cites a competitor, review the linked pages and other sources it uses—such as review sites, forums, and comparison articles. These can show what information may be shaping the recommendation.
AI-visibility platforms can automate prompt tracking and competitor comparisons; examples in current reviews include Semrush, Ahrefs, Otterly.AI, Profound, and Similarweb. Compare their supported assistants, prompt limits, locations, historical data, and whether they show the actual answers and cited URLs before choosing one. 51112
Treat the results as directional, not a definitive ranking: chatbot answers can vary between runs, and tracking tools sample responses rather than provide a complete record of what every user sees. 713
A simple starting spreadsheet might have columns for date, assistant, prompt, your brand mentioned, competitors mentioned, recommendation order, cited URLs, and notes. That will quickly reveal whether the issue is low visibility, weak or outdated information, or competitors being better represented in the sources the assistants draw on.
What it searched
- AI chatbot brand visibility monitoring tools 2026 AI search mentions competitors
- Google AI Overviews visibility tracking brand mentions analytics official
- OpenAI ChatGPT search citations brand monitoring how measure
Sites it found
- blog.hubspot.comBest AI search analytics tools for marketing teams - HubSpot Blogcited
- dev.tohow to track your brand in ChatGPTcited
- blog.hubspot.com11 best answer engine optimization tools for content strategistscited
- aisearch.similarweb.comTrack AI Brand Visibility - Similarweb AI Search Intelligencecited
- measurelayer.comHow to monitor brand mentions in ChatGPT - MeasureLayercited
and 10 more found but not cited
- derivatex.agency9 Best AI Brand Monitoring Tools for ChatGPT, Gemini & Perplexity ...
- accessnewswire.comDageno Launches Free Brand Explorer to Map AI Search Links to Brands, Products, Competitors, and Sources
- sostav.ruКак выбрать платформу для мониторинга видимости бренда в нейросетях
- brand24.comAI Brand Visibility Tracking Tools: 16 Best for 2026
- listenlabs.aiBest AI Brand Intelligence Platforms 2026
- therankmasters.com4. Sprout Social
- listenlabs.comAI-Powered Brand Tracking Software: 2026 Buyer's Guide
- dailyemerald.com8 AI Brand Monitoring Tools for the Problems Comms Teams Hit
- openpr.comMarketRank Names Ryze AI the Best AI Visibility Tool in United States for 2026
- blog.hubspot.com2. Semrush
AI search visibility tools: what AI recommends, October 2026 Every answer as CSV or JSON