For marketers

AI answers are a channel. Measure yours.

Citation rate, share of voice, crawler activity, conversion from AI-referred visits. We build the baseline, run the optimization cycles, and hand you metrics your leadership can read.

The measurement problem

You cannot manage a channel you cannot see

Your traffic report has a blind spot

AI-referred visits arrive branded as “direct” or sit inside referral noise. Meanwhile assistants answer your prospects’ questions — citing someone.

Ranking ≠ citation

Measured overlap between Google top-10 and AI Overview citations dropped from ~75% to 17–38% within a year. Your rankings report no longer tells you who AI recommends.

Three states per prompt

For every buyer question, your brand is either cited with a link, mentioned without one, or absent. We map your prompt universe and move brands out of “absent”.

Evidence, not vibes

Every claim in our reports carries its measurement — URL checked, crawler logged, citation captured. Verifiable by your team, not just ours.

Deliverables

What lands on your desk

Baseline + prompt universe

Where AI assistants cite you today across the questions your buyers actually ask — mapped, dated, repeatable.

Engineered site

Structured data, direct-answer content, AI discovery files, crawler governance, accessibility — the technical layer assistants read.

Monthly movement report

Citation rate, share of voice vs competitors, crawler activity, conversion paths — with the delta explained, not just exported.

One accountable team

One team owns the chain from server to sentence. No hand-offs between SEO agency, developer and host.

See your blind spot.

The audit shows what AI assistants already say about you — and your competitors.

Request the audit