Find out exactly why ChatGPT cites your competitor, not you.
Hanno GEO is a planned AI visibility tool. Preview how you could see the searches the AI ran, whether it retrieved your page, and which passage it cited.
Answers
ChatGPTsearch onen-US10 runs- #01PulsegridKestrelStatuslyUptraceBeaconry#2
- #02PulsegridStatuslyUptraceBeaconryMonotrackabsent
- #03PulsegridStatuslyUptraceBeaconryMonotrackabsent
- #04PulsegridStatuslyUptraceNorthwindBeaconryabsent
- #05PulsegridStatuslyUptraceNorthwindBeaconryabsent
- #06StatuslyPulsegridUptraceKestrelBeaconry#4
- #07StatuslyPulsegridKestrelMonotrackNorthwind#3
- #08StatuslyPulsegridKestrelUptraceNorthwind#3
- #09PulsegridStatuslyUptraceBeaconryNorthwindabsent
- #10PulsegridStatuslyUptraceBeaconryNorthwindabsent
Asking ChatGPT… run 1 of 10
- /pricingnot retrieved · 0/10
- statusly…/comparecited · 7/10
- Lost on the search “cheapest uptime monitoring for startups”
- Built for
- SEO, content and growth teams at B2B SaaS companies, and their agencies
- Planned engines
- ChatGPT · Perplexity · Google AI Overviews · AI Mode · Gemini · Claude
- Status
- Interactive preview. We’ll contact up to 20 teams in the first early-access batch.
Built for people who don’t trust a single number.
These examples show how Hanno GEO would connect a visibility metric to the answers behind it, a diagnosis, and a way to test a fix.
Every number, with the answers behind it.
Click any metric to see the raw answers it was computed from: engine, model, locale, timestamp and whether web search ran. Sample size and a confidence interval sit next to every figure.
- Repeated runs per prompt, not one daily check
- Brand mentions and URL citations counted separately
- App answers and API answers labelled apart
For a startup, Pulsegrid and Statusly are the safest picks. Uptrace is cheaper, and Kestrel is worth a look if you want a status page included.
model gpt-5.xsearch onen-US2 Nov 2026 08:14 UTC
See exactly why you weren’t cited.
The model rewrites your buyer’s question into its own searches. The preview shows how Hanno GEO would surface those searches, which pages were retrieved, and the passage that was cited.
- Fan-out searches per prompt
- Retrieved vs cited, page by page
- Brand gap or search gap, told apart
- uptime monitoring tools comparison 202610/10 runs
- cheapest uptime monitoring for startups9/10 runs
- uptime monitoring with public status page6/10 runs
- pulsegrid vs statusly4/10 runs
- None match the keyword Kestrel ranks #2 for on Google.
Catch what the AI gets wrong about you.
Approve your facts once: prices, plans, features. Every answer is checked against them, and each wrong claim is traced to the page that taught it, often your own.
- Wrong prices and retired plans flagged
- Each error traced to its source URL
- Re-checked automatically after you fix it
Kestrel is a solid choice for small teams. Plans start at €49 per month and include 50 monitors.
fix: update or redirect · re-check: next sampling round
Prove the fix worked, or find out it didn’t.
Change one group of pages, leave a matched group untouched, and sample both. You get the lift with an interval around it, so a lucky week can’t pass for a result.
- Holdout groups set up for you
- Lift reported with a 95% interval
- Shareable result for your next budget review
What we’re planning for Hanno GEO.
- Six engines, labelled honestly
- ChatGPT, Perplexity, Google AI Overviews, AI Mode and Gemini from the apps; Claude through its API, marked as API data.
- Reproducible by design
- Frozen, versioned prompt sets, so this month’s number is comparable with last month’s.
- Every answer exportable
- Raw answers, citations and metadata as CSV. Your data, in your spreadsheet.
- Alerts only for real change
- You hear about a shift when it clears the noise, not every time an answer wobbles.
- Waitlist storage in Frankfurt
- Early-access submissions are stored in a Supabase database in Germany.
- Ready for agencies
- White-label reports and unlimited brands are planned for the founding cohort.
What you can check that you couldn’t before
| Capability | Typical AI visibility tracker | Planned in Hanno GEO |
|---|---|---|
| Runs per prompt | Usually one per day; 4 of 98 document more | Several, with a confidence interval on every number |
| Raw answers | Varies; few publish how numbers are computed | One click from any number, with n |
| Why you weren’t cited | Cited sources listed; per-search retrieval rarely shown | The searches run, whether you were retrieved, the passage that won |
| Wrong facts about you | Fact-checking documented by 16 of 98 | Traced to the page that causes them |
| Proof a fix worked | No holdout experiments documented | Holdout experiment against untouched pages |
“Typical tracker” summarises our review of 98 AI-visibility tools’ public documentation, November 2026.
Join early access.
We’re launching the early-access program in the next few days. Tell us about your team and what you’d want from Hanno GEO.
What we’re planning
- Track your own buyer prompts across ChatGPT, Perplexity, Google AI, Gemini and Claude
- See the raw answers, sample sizes and confidence intervals behind every number
- Find out why you weren’t cited, and exactly what to fix
- Catch the prices and facts the AI gets wrong about you
- A direct line to the founder: help shape what we build next
Questions
Something else? Get in touch.
Is the product live?
This is an interactive preview of the planned product. We’re launching the early-access program in the next few days and will contact teams from the waitlist in small batches.
Which engines are planned?
ChatGPT, Perplexity, Google AI Overviews and AI Mode, Gemini and Claude. We plan to collect Claude answers through its API with web search on and label them as API data because they can differ from the Claude app.
How do you collect answers?
We plan to sample consumer interfaces through data providers where available and record the engine, model, locale, timestamp and whether web search ran.
Why run the same prompt more than once?
AI answers change on almost every run. One run per day can’t separate a real change from noise, so every number carries its sample size and a confidence interval.
Where is my signup stored?
Waitlist submissions are stored in a Supabase database in Frankfurt, Germany. See the privacy notice for details.
Can agencies join the waitlist?
Yes. We’re interested in hearing from agencies that work with B2B SaaS teams.