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MentionBird
Track why AI recommends competitors and get exact fix plans for each buyer prompt.
Live on Product HuntTracks 8 AI assistantsMCP and API accessFree tools, no login
Opportunity score
70/100
A timely, action-first AEO analytics product with real customer pain and expansion room, but technical and distribution moats are unproven.
Founder verdict
MAYBE
A credible action-first wedge into AI visibility, but too unproven and horizontal to challenge incumbents without a niche.
What is MentionBird?
MentionBird is an AI visibility platform that tracks which brands AI assistants recommend for high-intent buyer prompts, then shows which sources the AI cites and gives a prioritized plan to get the brand included. The public site frames this as the next evolution of SEO: if AI answers are the new shortlist, brands must monitor and influence them prompt by prompt. The product appears early-stage and focused on actionability rather than passive dashboards, but no public revenue, growth, customer count or full pricing is shown.
Get the full MentionBird playbook
The complete reverse-engineering โ what to copy, what to avoid, and exactly what to build instead.
- Full opportunity score across 8 dimensions
- The real problem & why customers pay
- Why it's winning โ with evidence
- Complete business reverse-engineering
- Competitive advantages & moat analysis
- Weaknesses, risks & what to avoid
- Clone strategy โ what to build instead
- Week-by-week MVP roadmap
- Recommended technical stack
- Founder verdict & highest-leverage move