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The teardown that asks for nothing

A higher-education marketing agency under 20 people, whose new business came mostly from referrals, sent unverifiable credentials emails to colleges, and its principal had an AI new-business mandate with no spec.

The problem

Cold outreach nobody can verify, and no safe way to use AI in new business

What was built

Each target college gets a one-page teardown of its own public admissions creative, compared with 12 peers on 15 counted elements. A rule-based drafter writes claims, a gate refuses any without link, quote and date, and a strategist approves or strikes each. The principal signs and sends by hand, with no ask.

What it measured
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