AI Verdict
Confidence: MediumMarket timing is right as AI search grows, but current execution is poor. Opportunity exists to build a better product with clearer value proposition and pricing.
Financials
Buildability
brandvector
BrandVector é uma plataforma de monitoramento de marcas em IA que rastreia como sua empresa aparece em mecanismos de busca de IA como ChatGPT, Grok, Perplexity e Claude.
AI brand monitoring tool with $0 MRR and -100% growth, targeting emerging AI search visibility market.
None currently - no proprietary data, network effects, or technical barriers
- Marketing teams at tech companies concerned about AI search engine visibility (ChatGPT, Grok, Perplexity, Claude)
- PR agencies managing multiple client brands
- No clear feature set
- Poor user experience (confusing pricing)
- No integration ecosystem
- Limited data visualization
- Real-time AI search monitoring
- Competitive benchmarking
- SEO impact analysis
- Integration with existing martech stacks
Low - B2B tool with limited sharing mechanics; depends on AI search becoming dominant
- AI search engines may restrict API access
- Market may not materialize quickly enough
- Established players (SEMrush, Ahrefs) could add this feature
- Technical complexity of parsing AI responses accurately
$15k-$25k for MVP (mostly development time)
- AI search engine API integrations
- Brand mention tracking dashboard
- Alert system for new mentions
- Basic analytics (volume, sentiment)
Skip: Advanced sentiment analysis, Competitor tracking, Historical data, Multi-user collaboration
