Did it work?
Stop assuming, start measuring. Every completed action gets a before/after window on citations, fetches, and referrals, through to the conversions they drove: a ledger of what actually moved.
Measured actions ledger
Ship the fix and measurement starts automatically. Every change gets a before/after window on citations, fetches, and referrals: improved, mixed, declined, no clear change and still measuring, all on the record.
Outcome dimensions
Citations, answer fetches, and AI referrals per changed page: the three signals that tell you a fix landed.
AI-referred conversions
Pick your GA4 key events or PostHog events and actions, and every measured action carries what it did to them: signups, trials, whatever you count, from AI-referred visitors landing on the page you changed. The result also shows whether your analytics covered the full comparison window.
Improvement rate & time to signal
What share of your changes actually moved the numbers, and how long results take to show up. Every figure comes from your own measured actions.
Measured improvements
The next time someone asks whether the content worked, you bring a receipt, not a deck.