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 as a Google search, reading its AI Overview on Mon, Wed, Fri (logged out, from the US, a new chat each time). Kind: long.
What Google AI Overviews recommended, last 28 days
| ChatGPT | in 1 of 1 answer |
| Mangools AI Search Grader | in 1 of 1 answer |
| Otterly.AI | in 1 of 1 answer |
| Peec AI | in 1 of 1 answer |
| Semrush | in 1 of 1 answer |
| ZipTie | in 1 of 1 answer |
Every answer, newest first
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Nov 12, 2026 ChatGPT, Otterly.AI, ZipTie, Peec AI, Semrush, Mangools AI Search Grader
To see which questions ChatGPT answers without mentioning your brand—and the exact sources it uses to justify recommending your competitors—you need a Generative Engine Optimization (GEO) or AI Visibility tool. olostep.com stackmatix.com
Unlike traditional SEO tools that track Google keyword rankings, GEO tools run buyer prompts across ChatGPT, Perplexity, and Google AI Overviews on a daily schedule. They log your "Share of Voice" against competitors and extract the citation URLs (such as G2 reviews, Reddit threads, or competitor comparison blogs) that ChatGPT relied on to build its answer. stackmatix.com 7 Best AI Search Tracking and Visibility Tools (Rank in olostep.com
For a B2B SaaS at $10k MRR, enterprise tools like Profound or BrightEdge will be overkill on price. The most practical options fit your stage and budget: wooninjas.com sitesignal.app accessibilitychecker.org zapier.com
Top AI Visibility Tools for Bootstrapped & Early-Stage SaaS
Tool Starting Price Best For Key Strength Otterly.AI ~$29/month Tight budgets & quick baselines Tracks prompt mentions, brand sentiment, and exact source links across ChatGPT and Perplexity, plus audits whether your site blocks AI crawlers. ZipTie ~$36/month Deep source & gap analysis Pinpoints exact competitive gaps and highlights the third-party articles and listicles driving competitor recommendations. Peec AI ~$95/month Prompt discovery & B2B teams Suggests real conversational buyer prompts you might not have thought to track and benchmarks daily share-of-voice against rivals. Semrush AI Toolkit Add-on / Suite Existing Semrush users Connects traditional search intent data with AI prompt research if you are already paying for Semrush. How to Use These Tools to Find the "Why"
When you set up one of these tools, look at three specific data points to diagnose why competitors are winning:
Prompt Gap Analysis. Enter 15 to 25 high-intent buyer questions (e.g., "best [category] software for [use case]" or "[Competitor] alternatives"). Filter for prompts where competitors appear in the top three recommendations and your brand is absent. stackmatix.com
Cited Source Breakdown. Look at the URLs attached to ChatGPT's answers. ChatGPT rarely makes up B2B recommendations out of thin air—it pulls heavily from third-party listicles, G2/Capterra category pages, Reddit discussions, and detailed integration docs. If competitors are cited because they appear on a specific industry blog's "Top 10" list, getting added to that exact page is your fastest fix. linkedin.com olostep.com
Crawler & Content Audits. Check whether your
robots.txtor firewall is accidentally blockingOAI-SearchBotorGPTBot. If bots can read your site, check if your pages bury the lead—AI models favor direct, quotable definitions and clear comparison tables near the top of a page rather than vague marketing copy. squirrelscan.com reddit.com Generative Engine Optimization: How to Get Leads From
Free Way to Start Today
Before paying for a subscription, test 10 to 15 real customer questions directly in ChatGPT (with web search enabled) and note the exact links it cites at the bottom of each response. You can also run a quick baseline check using free graders like Mangools AI Search Grader. sophyx.io olostep.com geotoolbox.ai
If you'd like to narrow this down, let me know:
- Your SaaS category or target buyer
- Whether you already pay for an SEO suite (like Ahrefs or Semrush)
I can suggest the exact buyer prompts you should track first and share a quick checklist for getting your product cited in those answers.
Sourcesolostep.com
stackmatix.com
youtube.com
wooninjas.com
sitesignal.app
accessibilitychecker.org
zapier.com
linkedin.com
squirrelscan.com
reddit.com +2
Google's results for this search- 1. My app went from $0 to $400 MRR after I figured out why ...
- 2. I Used ChatGPT to Find a $10k/Month SaaS Idea in 15 Minutes ...
- 3. The Top 400 AI Prompts for Business (2026)
- 4. Unlock your SaaS growth with Answer Engine Optimization
- 5. AI Partners that tear your plan apart and speaks as your ...
- 6. Killer prompt: Create a SaaS worth $1M. Don't make any ...
- 7. SaaS Pricing at $20 When Competitors Charge $200
- 8. How many people do you know who have gone from an idea to ...
- 9. SaaS Business Model: How It Makes Money (Real Data)
Who made this: Askadia makes an AI visibility tracker. We publish Google AI Overviews's answers as they came; no product pays to be listed or can opt out.
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