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Results, by engagement

Citation lift. Consultations booked.
Pipeline impact.

Every wtt.digital engagement reports outcomes to the Six-Surface Standard — per-engine, named vs. recommended, the sources behind each recommendation, and the gaps competitors are exploiting. A few findings we can share.

All engagements

Recent client outcomes.

Recent assessments, anonymized by default. Named case studies are shared on request, with consent.

Auto aftermarket · National carbon-fiber brand · AI Positioning assessment
Named by every AI engine — recommended by none.

A category-leading carbon-fiber brand surfaced in every AI answer yet was recommended by none. Its #1-ranking product page returned 403 to unverified crawlers, so the engines quoted a competitor with ~32 monthly visitors who simply left the spec sheet readable.

5/5AI runs named it
0AI recommendations
403status on the #1 page
M&A advisory · B2B, US · AI Positioning assessment
A 97/100 page, invisible across four surfaces.

An advisory firm was absent from the 20 firms AI named across four surfaces — despite a page scoring 97/100 technically and loading 17× faster than the page ChatGPT recommended first. Technical excellence isn't the recommendation; positioning and entity work are.

0/20AI named it
97/100page score, unseen
17×faster than named page
Local retail (cabinetry) · Southern California · AI Positioning assessment
4.8★, 53 reviews — absent from the local pack.

A 4.8-star retailer with 53 reviews was missing from the local pack while businesses with 17 and 22 reviews held it — and ChatGPT recommended a 2.6-star competitor instead. Reviews alone don't earn the recommendation; positioning and entity consistency do.

4.8★rating, unseen
53reviews
2.6★competitor AI named

Outcome reporting standard

Your monthly PROOF Report.

Every retainer client gets a first-Friday PROOF™ Report. The format is consistent across engagements — Position, Receipts, Outcomes, Oversight, Forward — so you always know what changed and why.

Each report covers per-engine citation share-of-voice across all six surfaces, source diversity, entity completeness, AI-referred traffic, and the compliance review log — receipts, never a composite score.

See where you stand

Find out, in numbers, whether AI is recommending you.

A 20-minute call and a live six-surface run on your own domain. No deck, no pitch — just the answer.

See if AI is recommending you → Read the Six-Surface Standard