I run a B2B SaaS doing about $10k MRR, and customers keep telling us they found our competitors through ChatGPT. What tool can show me which questions ChatGPT answers without us, and why?

One of the questions behind AI visibility tools ChatGPT recommends, asked in Google's AI Mode on Mon, Wed, Fri (logged out, from the US, a new chat each time). Kind: long.

What Google AI Mode recommended, last 28 days

Every answer, newest first

1. Nov 12, 2026 Top pick: Otterly.AI · ChatGPT, Peec AI, Opttab

   You are dealing with GEO (Generative Engine Optimization)—the shift from trying to rank on Google Page 1 to trying to get cited, recommended, or linked inside LLM chat windows like ChatGPT, Perplexity, and Claude. (B2B SaaS) Top 5 tools to monitor your brand's presence in AI

   At $10k MRR, you want tools that won’t swallow your entire monthly runway (enterprise tools like Profound start north of $1,000/mo), while still giving you the "what prompts are we missing and why" breakdown. (B2B SaaS) Top 5 tools to monitor your brand's presence in AI

   ---

   Top GEO Tools for B2B SaaS

   1. Otterly AI

    * **What it does:** Tracks brand mentions, citations, and prompt-by-prompt performance across ChatGPT, Perplexity, and Google AI Overviews. It maps out the exact buyer questions ("prompts") being asked and shows whether you show up, which competitor does, and what source URL the AI referenced to learn about them.
    * **Best for:** Seeing the granular _list_ of prompts and diagnostic visibility scores without enterprise bloat.
    * **Check them out:**
   

   Otterly.ai

   otterly.ai (B2B SaaS) Top 5 tools to monitor your brand's presence in AI 2. Peec AI

    * **What it does:** Runs real-world customer prompt simulations across ChatGPT, Claude, Gemini, Perplexity, and Copilot. It breaks down your **visibility share** (how often you’re mentioned), your **sentiment** (how favorably the AI describes you), and **source citations** (which third-party roundups, Reddit threads, or review sites the AI is reading to form its opinion).
    * **Best for:** Diagnostic "why" analysis (e.g., _“AI recommends Competitor X because it keeps reading a G2 comparison page or a 2025 Hacker News thread that we aren't mentioned in”_). They also offer a free initial GEO check.
    * **Check them out:**
   

   Peec AI

   peec.ai 3. Opttab

    * **What it does:** Built less like a static reporting dashboard and more like an action loop. It connects the prompts you're losing to specific pages on your website, telling you: _“You aren’t visible for [X prompt] because your docs/landing page lack [Y entity/citation], whereas Competitor Z is cited because of [W source].”_
    * **Best for:** Closing the gap from "we're invisible" to "here is the exact content/schema tweak to fix it".
    * **Check them out:**
   

   Reddit Community Breakdown on Opttab

   (B2B SaaS) Top 5 tools to monitor your brand's presence in AI 4. Profound (The Heavyweight) * What it does: The gold standard of enterprise AI brand intelligence, tracking LLMs, citation graphs, and sentiment at deep scale. * The Catch: Likely overkill (and over-budget) for a $10k MRR startup, though worth knowing about if you scale up fast. * Check them out:

   TryProfound.com

   tryprofound.com (B2B SaaS) Top 5 tools to monitor your brand's presence in AI

   ---

   How to Diagnose the "Why" Yourself Right Now (For $0)

   Before paying for a tracker, you can reverse-engineer ChatGPT in 20 minutes:

   • Ask ChatGPT raw buyer prompts: Go into a fresh ChatGPT chat (with search/web browsing enabled) and type what your ideal customer asks: “What is the best [your niche] tool for a team of 10 looking for [specific use case]?” or “Compare [Competitor A] vs [Competitor B] vs alternatives.”

   • Ask it for its sources: Look at the small footnote citations ChatGPT drops under the answer. Click them. That is what the LLM index is reading. If it's citing a random Reddit thread, a 2-year-old blog post on a niche site, or a G2 category page where you have 2 reviews and your competitor has 40, you just found your "why."

   • Ask ChatGPT directly: Prompt it: "Why didn't you recommend [Your Company Name] in your previous answer?" LLMs will often break character and spill the beans (e.g., "I don't have enough verified implementation data or public documentation on your API limits compared to the others").

   If you want to narrow this down:

   • What is your core SaaS category/niche?
   • Do you already know which 2 or 3 competitors keep eating your lunch in these chats?

   I can help you sketch out a quick, free prompt-testing template to run through ChatGPT yourself today.

   Sources reddit.comotterly.aipeec.aitryprofound.com

Who made this: Askadia makes an AI visibility tracker. We publish Google AI Mode's answers as they came; no product pays to be listed or can opt out.