
Lima
What this SaaS is
Tracks brand and competitor mentions across AI search tools and reports visibility and analytics.
- Brand and competitor mention monitoring
- Tracking across ChatGPT, Perplexity, Google AI, and Claude
- Daily prompt tracking
- Visibility analytics and insights
- Team access
- Founded <12mo ago— Less than 12 months of operating history. Retention is unproven.
Numbers that matter
Tech stack
Marketing channels
Score breakdown
How the composite score above splits across seven independent signals. Each axis is graded 0-100. Hover for details.
Payback at the stated margin, asking multiple vs the category median, and profit margin. The heaviest axis: what you pay for what it earns.
Revenue trend over the last ~90 days from our daily snapshots (30-day figure when history is short), capped so one spike can't dominate, minus a penalty for erratic revenue.
Paying customers, revenue scale and traffic (log scales), plus live-site health (reachable pricing page, core pages, maintained site).
AI-disruption risk, organic search presence, recurring B2B revenue; penalties for thin AI wrappers and no-code lock-in.
How turnkey the takeover is: diversity of marketing channels, Merchant-of-Record status, team.
Higher = safer. Business age, breadth of the customer base (concentration risk), recurring vs one-off revenue, known payment provider.
Structured market read across TAM, saturation, 3-year trend, and hype cycle, blended with our category momentum signal.
Market read
- TAMmid
AI visibility monitoring serves a broad B2B marketing market, but remains a narrow slice of search analytics budgets.
- Saturationgrowing
Specialist tools are multiplying, while established SEO platforms are adding similar AI visibility features.
- 3y trendgrowing
Brands are increasing investment in tracking how generative search surfaces their products and competitors.
- AI disruptionwrapper killable
The product mainly aggregates AI mentions and analytics, features a solo developer could reproduce using model APIs.
- Hype cyclemainstream
AI search visibility has moved beyond early experimentation into mainstream marketing discussion.
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