Use cases
Ten situations, in plain terms. Not features, not a service menu - the actual moment a marketing leader or owner hits a wall with AI search, what we implement to fix it, and what changes in the numbers you already report on.
Every use case below sells the same three things this whole property sells: an AI visibility audit, AI traffic and impact measurement (including AI-platform tag installation and verification), and AI visibility engineering - crawler policy, llms.txt, and structure specs your own team executes. We do not sell AI SEO, content writing, or optimization retainers.
Pick the situation you're in
Know what ChatGPT says about your brand
Before your prospects do. Turn "I have no idea" into a tracked mention rate.
Read →Put a real number on your AI traffic
Replace "we think it's growing" with a referrer-based floor and a labeled inference.
Read →Find out why AI recommends your competitor
Diagnose exactly which question they win, on what page format, and why.
Read →Your content team writes - our instruments prove what moved
A structure spec for your writers, and tracking that attributes the movement.
Read →Stop guessing whether AI Overviews ate your clicks
Join Search Console data with AI referral and crawler evidence to test the claim.
Read →A crawler policy set on purpose
Not inherited from a 2019 redesign. Every bot rule, reviewed and documented.
Read →AI-platform pixels installed like engineering
Consent-gated, staged, and runtime-verified - not paste-and-pray.
Read →The board asked about AI - here's the report that survives scrutiny
Every figure labeled measured or inferred, built to take a follow-up question.
Read →Know which pages AI engines actually read
A page-level map of crawl demand, from your own server logs.
Read →AI-ready data before the AI project stalls
Find the tracking-architecture gap before it stalls the initiative, not during it.
Read →None of this is optimization work.
Every use case above resolves to one of three things we actually deliver: the AI visibility audit, AI traffic and impact measurement, or AI visibility engineering. Your team or your agency still writes; our instruments measure and prove what moved.