AEO Whisperer
Actively maintained
≈ 1visits/mo
Established · estimate, read Oct 18, 2026
- For
- Car dealerships, especially GMs and marketing teams, tracking how ChatGPT, Claude and Gemini describe and recommend their store
- Activity
- Actively maintainedsite updated 6 days ago
- Company
- since 2025per their site
- Used for
- Check how accurately AI engines describe your dealership
- Audit your website for generative engine readiness
- Combine review ratings from six platforms into one score
- Publishes llms.txt, a file written for AI assistantsaeowhisperer.com ↗
- Launched on Product Hunt on Aug 4, 2026Product Hunt ↗
- Founded2025per their site ↗
Figure and bar: visits/mo, estimate · year: online since
- #1
LimyMCP · sign-in
Tracks which prompts, answers and citations AI search agents show for a brand, and measures the traffic and revenue that follows.
402 - #2
FolioraMCP · sign-in
Tracks how ChatGPT and Gemini answer buyer questions, then drafts and publishes approved page changes on your own site to shift those answers.
30ActiveFrom $49.99/mo - #3
AuditAEMCP · sign-in
Runs buyer questions through four AI answer engines to show which brands they name or link, and suggests page fixes.
21ActiveFrom $0.05 per use - #4
AI to AI Hub
Runs questions through multiple AI models simultaneously so they debate and critique each other's responses.
18ActiveFrom $19/mo - #5
TestChimpMCP · sign-in
Stores user stories and test scenarios as markdown specs in source control and runs agent-driven QA workflows against them.
8From $500/mo - #6
CiteGraph
Measures which sources ChatGPT, Claude, Gemini and Perplexity cite for buyer questions, and drafts pages to get your product named.
1ActiveFrom $19/mo
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Sign in to leave a noteWhat is AEO Whisperer?
Runs simulated car-buyer questions through ChatGPT, Claude and Gemini to measure how they describe and recommend a dealership, and audits its website. It is listed in the Atlas under Knowledge.
Who is AEO Whisperer for?
Car dealerships, especially GMs and marketing teams, tracking how ChatGPT, Claude and Gemini describe and recommend their store
Do people use AEO Whisperer?
Established: ≈ 1 visits/mo · estimate, 2026-10.
Is AEO Whisperer still maintained?
Actively maintained: site updated 6 days ago.
What are alternatives to AEO Whisperer?
In Knowledge, by use: Limy, Foliora, AuditAE, AI to AI Hub, TestChimp, CiteGraph.
How we read a tool
No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.
- Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
- Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
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