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 the ChatGPT app on Mon, Wed, Fri (logged out, from the US, a new chat each time). Kind: long.
What ChatGPT recommended, last 28 days
| Ahrefs Brand Radar | in 1 of 1 answer |
| Otterly.AI | in 1 of 1 answer |
| Peec AI | in 1 of 1 answer |
| Profound | in 1 of 1 answer |
| Scrunch | in 1 of 1 answer |
Every answer, newest first
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Nov 11, 2026 Top pick: Peec AI · Otterly.AI, Profound, Scrunch, Ahrefs Brand Radar
What you're looking for is an AI Search Visibility / Answer Engine Optimization (AEO) tool.
The specific problem is often called an AI visibility gap: prospects ask ChatGPT questions related to your category, ChatGPT recommends competitors, and your company never makes the answer.
For a B2B SaaS doing $10k MRR, I'd focus on a tool that answers four questions:
- What are people asking? Which prompts and questions trigger ChatGPT answers in your category?
- Who gets recommended? Which competitors appear, and how frequently?
- Why are they winning? What sources, pages, positioning, reviews, and content does ChatGPT rely on?
- Where are you missing? Which high-intent questions mention competitors but not your company?
Importantly, you want more than a dashboard showing your brand's share of voice. You want actionable competitor and content-gap intelligence.
My recommendation: Peec AI
Best starting point for your use case
Strongest match for competitor gap analysis
Here's why I'd look at it first:
- Prompt discovery: Find relevant questions and prompts to monitor.
- Competitor tracking: See which competitors ChatGPT recommends instead of you.
- Source analysis: See which websites and URLs ChatGPT uses to construct answers.
- Gap analysis: Identify domains and articles that mention competitors but don't mention your company.
- Share of voice: Measure how frequently you appear compared with competitors.
Its Gap Analysis feature is particularly relevant: it surfaces sources that mention competitors but not your brand, including review sites, industry publications, directories and Reddit discussions. Sources and actions - How can I use the Gap Analysis? Peec AI - AI Visibility and Share of Voice Tracking
Other tools worth considering
Tool Best for Otterly.AI Lower-cost AI visibility monitoring Profound Deeper enterprise-level AI search intelligence Scrunch AI AI visibility and website optimization Ahrefs Brand Radar Combining AI visibility research with SEO Sources: Best GEO Tools for AI Search Visibility Best AI Visibility Tools AI visibility tools compared: how to track your brand in AI search (2026)
What I'd actually investigate at $10k MRR
I wouldn't start by tracking 500 random prompts. I'd build a list of 50–100 high-intent buyer questions.
For example, if you sell project management software:
Buyer question What you want to discover Best project management software for startups Who gets recommended? Alternatives to [competitor] Does your product appear? [Competitor] vs [your product] What differentiates the competitor? Best software for managing remote teams Why aren't you included? Affordable project management tools for SMBs Are you missing from budget recommendations? Then investigate the sources behind the answers.
If ChatGPT consistently recommends a competitor, you might discover:
- They have more coverage on comparison websites.
- They have more third-party reviews.
- They are mentioned frequently in Reddit discussions.
- Their website has better comparison and use-case pages.
- Their positioning is clearer for a particular buyer segment.
These are observable signals, not a definitive explanation of ChatGPT's internal reasoning.
One important caveat
No tool can show you every question every ChatGPT user asks. These platforms generally monitor selected prompts and discover additional opportunities. Their results are directional measurements, not a complete record of ChatGPT conversations.
My question before recommending a specific setup
What does your SaaS do?
If you share your website URL or simply describe your product category, I can help identify the 20–30 questions your ideal customers are likely asking ChatGPT, the competitors you should benchmark, and the specific visibility gaps worth investigating first.
Sourcespeec.ai
saasproven.com
seodecision.com
ranking-atlas.com
Who made this: Askadia makes an AI visibility tracker. We publish ChatGPT's answers as they came; no product pays to be listed or can opt out.
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