Adobe just paid $1.9 billion for Semrush. Not for the LLM tracking dashboards. For the platform, the customer relationships, and the distribution.
Contrast: Investors poured $227 million into AI visibility tracking. Most of that went to tracking dashboards. The companies shipping outputs from agentic SEO raised a third of that. Adobe’s acquisition proves dashboards were never the point.
Investors chased LLM monitoring because it looked like easy SaaS, but the durable value sits in agentic SEO tools that actually ship work. Why? Because agentic SEO goes beyond the traditional SEO tooling setup, and offers SEO professionals and agencies a completely new operational capability that can augment (or doom) their business.
Together with Wordlift, Growth Capital, Niccolo Sanarico, Primo Capital, and G2, I analyzed the funding data and the companies behind it. The pattern is clear: Capital chased what sounded innovative. The real opportunity hid in what actually works.
1. AI Visibility Monitoring Looked Like The Future
We looked at 80 companies and their collective $1.5 billion in venture funding:
- Established platforms (five companies) captured $550 million.
- LLM Monitoring (18 companies) split $227 million.
- Agentic SEO companies got $86 million.
AI visibility tracking seemed like the obvious problem in 2024 because every CMO asked the same question: “How does my brand show up in ChatGPT?” It’s still not a solved problem: We don’t have real user prompts, and responses vary significantly. But measuring is not defensible. The vast number of startups providing the same product proves it.
Monitoring tools have negative switching costs. Agentic tools have high switching costs.
- Low pain: If a brand turns off a monitoring dashboard, they lose historical charts.
- High pain: If a brand turns off an agentic SEO platform, their marketing stops publishing.
Venture capital collectively invested +$200 million because companies care about how and where they show up on the first new channel since Alphabet, Meta, and TikTok. The AI visibility industry has the potential to be bigger than the SEO industry (~$75 billion) because Brand and Product Marketing departments care about AI visibility as well.
What they missed is how fast that trend becomes infrastructure. Amplitude proved it was commoditizable by offering monitoring for free. When Semrush added it as a checkbox, the category collapsed.
2. The Alpha Is In Outcomes, Not Insights
Outcomes trump insights. In 2025, the value of AI is getting things done. Monitoring is table stakes.
73% of AI visibility tracking companies were founded in 2024 and raised $12 million on average. That check size is typically reserved for scale-stage companies with proven market-fit.
Our analysis reveals a massive maturity gap between where capital flowed and where value lives.
- Monitoring companies (average age: 1.3 years) raised seed capital at growth…
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