How does this audit validate product-market fit after a launch?

The audit measures whether incoming launch traffic is qualified buyers or noise. If traffic spiked but conversion is flat, the audit shows whether the traffic was low-intent — giving you evidence-based product-market fit validation.

Can I see which product features drive search demand?

Yes. Feature-to-search mapping shows which features are generating search traffic and which are invisible in search, so you know where to focus development and marketing.

Does this show my actual CAC to real buyers?

Yes. The audit calculates qualified user acquisition cost: total cost per visitor divided by the percentage that is actually qualified. You see what you are really paying to reach buyers.

For Product Managers

Your Product Launch Traffic Needs to Be Qualified.

Audit incoming traffic quality. Measure how much is real buyer demand vs. noise. Validate product-market fit.

Find the revenue gaps costing you qualified search traffic

Enter your domain to see measured homepage evidence, search demand and conversion opportunity before we ask for your email or payment.

Free check before you buy

One-off plans from £29

No CMS access needed

Validate product-market fit with search data.

Launch Traffic Quality Assessment

You launch a product. Traffic spikes. You celebrate. A month later, conversion is flat. What happened? The traffic was not qualified. You attracted browsers, not buyers.

Traffic quality audit for product launches validates product-market fit with real traffic and intent data.

Product-Market Fit Validation

Get:

Pre-launch traffic audit: what are buyers searching for in your category?
Launch traffic analysis: is incoming traffic qualified (high-intent buyers) or noise (students, researchers)?
Feature-to-search mapping: which product features are driving search traffic? Which are invisible?
Competitive positioning: who else is winning these searches?
Qualified user acquisition cost: cost per visitor / qualified percentage = actual CAC to real buyers
Product-market fit validation: is search demand real and large enough? Are buyers finding you?