AI visibility and marketing tools
Recent window: last 5.1 months (2026-04-24 → 2026-09-27), compared with the prior 5.1 months.
These products help businesses track brand presence, run targeted ads, and optimize visibility across generative search engines and LLM interfaces. They are primarily used by founders, marketers, and growth teams navigating customer acquisition in conversational AI platforms. The cluster stands out by focusing on generative engine optimization (GEO) and conversational ad placement rather than traditional web SEO.
Metrics
- Stage
- crowded
- Recent count
- 240
- Prior count
- 24
- Total count
- 315
- Momentum
- 300.00
- Attention
- 0.44
- Crowding
- 0.95
- Concentration
- 0.84
- Opportunity
- 0.41
Opportunity components
- Attention
- 0.44
- Low crowding
- 0.05
- Momentum (normalized)
- 1.00
- Low concentration
- 0.16
Monthly trajectory
Source split
- github
- 7 (0.03)
- hn
- 10 (0.04)
- ph
- 221 (0.92)
- yc
- 2 (0.01)
Dominant source: ph · Divergence: 0.91
Similar themes
- AI search optimization and developer tools (0.88)
- AI search, SEO, and visibility analytics (0.80)
- LLM developer tools and integrations (0.63)
- AI workspace and assistant integrations (0.57)
- ai context and memory systems (0.54)
- AI agents for web search and SEO (0.51)
- generative AI models and applications (0.44)
- task-specific ai agents and assistants (0.42)