Observed website events and AI-assisted hypothesis planning
Last updated: September 2026
Google Analytics can report on instrumented website events, including activity on a pre-launch landing page. Useful interpretation depends on implementation, traffic, and consent.
BuyerIQ can suggest market hypotheses from product information before you have event data. Those suggestions are not observed behavior and should guide, not replace, customer research.
| Google Analytics | BuyerIQ | |
|---|---|---|
| Works pre-launch? | Depends on scope; can track pre-launch landing-page traffic | Yes, for hypothesis planning without traffic |
| Purchase evidence? | Observed events and modeled features depend on scope and setup | Generated hypotheses, not calibrated purchase predictions |
| TAM/SAM/SOM? | No (not designed for this) | Generated scenarios with assumptions to verify |
| Traffic source attribution? | Available; interpretation depends on scope and setup | No (not designed for this) |
| Conversion funnels? | Available; interpretation depends on scope and setup | No (not designed for this) |
| Cost | Depends on scope and plan; check current provider pricing | Founder: $39/month; up to 100 total paid AI requests per day, shared across analyses, chat, launches, and crawls |
BuyerIQ suggests market hypotheses; Google Analytics can help examine observed website events. The appropriate workflow depends on scope, implementation, and evidence needs. Field validation is required: test hypotheses with customers and observed outcomes rather than treating generated scores as measured demand.
Plan Your Market Hypotheses →