Why this is bottom funnel.
The team sees impressions, mentions, or citations but cannot show which owned evidence was retrieved, what the buyer did next, or where a human should intervene.
FDI method
Growth Cartography is the method behind Marketing Engineering: evidence first, one supervised loop, measurable handoff.
Signal Audit / AI search visibility
Being mentioned is not the same as being trusted.
For B2B teams investing in AI search, answer visibility, or machine-readable expertise without a reliable corpus, provenance, or inquiry path. The Signal Audit separates a visibility signal from commercial evidence.
For teams with a real owner, a live problem, and evidence worth inspecting. Not a cheap-lead program or an ad-management service.
What this page is for: a focused entry point for ai search visibility is increasing, but authority is not traceable. It connects a specific search or founder-led LinkedIn intent to one Signal Audit inquiry path, then leaves qualification to a human review.
What FDI will isolate.
Trace the source corpus, retrieval and citation proof, buyer intent, and the owned CTA that can turn a high-intent question into a qualified inquiry.
The handoff
One inquiry. One human next step.
FDI checks whether the question is an authority problem, a conversion problem, or an evidence problem before recommending a build.
01ReadOwned search page or founder-led LinkedIn post
02RecognizeThe visitor identifies the exact problem
03InquireThe form records an attributable Signal Audit inquiry
04ReviewFDI decides whether the inquiry is qualified
Start with this problem
Discuss the AI-search Signal Audit.
Tell us what is stuck, what evidence exists, and who owns the next decision. We will reply with the shortest useful set of questions.
This form records an inquiry, not a qualification. No payment is taken here.