Agent Analytics Platform
A Google Analytics equivalent for AI agent traffic — tracking which agents visited, what they queried, where they failed, and how to optimize agent conversion rates.
01 THE IDEA
As AI agents become a significant source of website and API traffic, businesses need entirely new analytics tooling to understand and optimize that traffic. Traditional web analytics (Google Analytics, Mixpanel) are built around human sessions, clicks, and funnels. Agent traffic looks completely different — it's API calls, structured queries, tool invocations, and programmatic evaluations.
An agent analytics platform would track: which agents or agent frameworks are hitting your endpoints, what capability queries they're making, where they fail or bounce (can't find pricing, can't parse docs, missing OAuth), and how to optimize your agent-facing surface to improve discovery and conversion. This is the conversion rate optimization layer for the agentic web — a new version of the hotjar + GA stack that Greg spent years mastering for human traffic.
02 THE NUMBERS
$150K – $3M
$40K + 600h
$6K + 100h
8/10
2 · NEW →
data engineering, API development, product analytics, developer marketing, ML for anomaly detection
03 THE VERDICT
Every business will eventually need this — the demand is a near certainty as agent traffic grows. It's a SaaS product with recurring revenue, high automation potential, and a clear analogy to proven businesses (GA, Mixpanel). The main risk is timing — too early and there's no paying market yet. But planting the flag now and growing with the category is the right move.
Verdict: BUILD. Don't have the ~600 hours it takes? Get matched with a vetted builder who does — we review every brief by hand and intro you to up to 3 builders.
FIND A BUILDER →INTROS ONLY — NO FEES, NO ESCROW. THE PROJECT IS YOURS.
ALREADY BUILT — BY THE COMMUNITY
I BUILT THIS →Nobody has claimed this one yet. Shipped it? Tell the story — every submission is hand-reviewed, and approved builds get listed right here with a link to your product.
04 THE FIELD
- Google Analyticsest. 2005STEADY · ADDED 2026-10-22
WEB ANALYTICS CATEGORY LEADER ~85%
Dominant human web analytics; not designed for agent traffic patterns.
- PostHogest. 2020GROWING · ADDED 2026-10-22
DEVELOPER-FIRST PRODUCT ANALYTICS CHALLENGER
Open-source product analytics with API event tracking; could adapt but not agent-native.