A quality rater judges whether a result deserves the query. A studio page is the same test. If the sentence cannot be cited, it is not done. Certification ID 11533071 is a fact on LinkedIn. It is not a personality.
What transfers
Quality rater: policy, not feelings. ASTO: a human who can walk away. EXMA: a room of marketers. All three punish a slide that has never shipped.
We do not “build websites.” We ship the system the founder already promised — booking, galleries, GEO extracts — and we keep the claim small enough to stay true.
What we will not add
No invented Google job titles. No “we used to work at Google” as a studio headline. The public line is Ads Quality Rater, 2010, plus the Adwords cert and Partner badge.
If AI will not name you for the query you care about, start with the audit. If you already know the gap, sprint.