I built Answer Visibility Lab to help founders and SEO teams check whether AI answer engines can understand, cite, and recommend a brand.
What the free checker does
The checker generates buyer-intent prompts for ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews. It also maps competitors and turns missing AI mentions into concrete page and GEO work.
It deliberately does not pretend to measure live rankings without running the prompts. The output is a repeatable audit workflow: prompt set, comparison ideas, citation fields, and technical fixes.
The funnel I added
I instrumented the complete path in GA4:
- Checker viewed
- Checker started
- Checker submitted
- Free report viewed
- Pro offer viewed
- Pro CTA clicked
- Checkout started
- Purchase completed
Campaign UTMs are persisted through the journey and passed to Payhip, so a purchase can be traced back to the actual community post instead of being grouped into direct traffic.
The first experiment
I am changing only one variable: the $29 Pro CTA copy.
- Control: Unlock my Fix Plan — $29
- Variant: Get my prioritized Fix Plan — $29
The experiment runs for at least seven days and will not be called early without enough Pro-offer views per version.
Feedback I am looking for
If you do SEO, GEO, agency audits, or founder-led marketing, I would value blunt feedback:
- Is the free result actionable enough?
- What proof would you need before buying a client-ready Fix Plan?
- Which AI visibility check is missing?
Try the free checker: https://answervisibilitylab.com/ai-visibility-checker?utm_source=devto&utm_medium=community&utm_campaign=pro_audit_launch&utm_content=build_story
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