AI Search (AEO) Visibility Tracker SaaS
Sell teams a dashboard that tracks brand visibility in ChatGPT, AI Overviews and other AI search engines.
In plain English
Marengo sells teams a watch on how their brand appears in AI chats, Google's AI answer boxes, and other AI search tools. A free first report attracts agencies and company search teams, then the tool keeps checking the questions people ask, the sources cited, and how much of an answer rivals own, and it suggests writing that could earn a mention. Agencies can show those reports under their own name. The AI does most of the checking, the reports, and the billing, while people still pick which questions to track, sell to agencies, and keep up when the AI tools change.
$43,661 MRR (Stripe-verified, TrustMRR, Oct 2026)
Operator: Marengo
Revenue independently checked: documents reviewed by a publication, or a public dashboard.
Not disclosed.
The tool stack
Prompt polling and analysis
Stripe ↗Billing
Cursor ↗AI-assisted coding
Prices are the vendors' published list prices as researched in Oct 2026 and change often — always check the vendor's pricing page.
Step-by-step setup
- Offer a free first visibility report to acquire agencies and in-house SEO teams.
- Track prompts, citations and competitor share of answer over time.
- Add content recommendations that improve citation odds.
- Price Starter to Agency tiers by prompt volume.
- Partner with AEO agencies who need white-label reporting.
What's automated vs. the human 20%
The machine does
- Prompt polling
- Reports
- Billing
You still do
- Prompt research
- Sales to agencies
- Model/API changes
Overview
Sell teams a dashboard that tracks brand visibility in ChatGPT, AI Overviews and other AI search engines. Operator: Marengo (Rank Prompt). Distinct from full-service AEO agency stacks.
Realistic income
TrustMRR (Stripe-verified, checked Oct 23, 2026): about $43,661 MRR, ~213 subscriptions. Free first report; paid plans by volume. This is one operator’s result and doesn’t predict yours.
Risks
- AI answer APIs are unstable; rankings can flicker day to day.
- Overlap with AEO agencies who build their own trackers.
- Polling many prompts is expensive if you underprice.
*Income figures are illustrative ranges based on public pricing and typical outcomes reported by practitioners, not guarantees. Most new online businesses earn little or nothing at first. Not financial, legal or tax advice.
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Featured in: AI Search (GEO/AEO) Businesses: 35 Verified, Median $995 MRR
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