Heft® · AI Visibility Tool
When buyers ask AI for advice, engines don't rank keywords — they cast brands into roles inside a decision story. Heft® measures whether you're the guide, a footnote, or missing entirely.
4
Visibility signals per answer — mention, cite, recommend, role
3
Story intensity dimensions — clarity, intensity, emotion
∞→1
Infinite prompts collapse to one synthesized answer — few brands win
The shift
AI search doesn't work like ten blue links. It constructs a small drama: a situation, a shopper, a problem, tools that solve it, and a recommendation. Your brand either leads that story — or disappears into generic comparison tables everyone else also wrote.
Yesterday's metric
Heft®'s metric
Story intensity
Heft® scores whether your messaging survives AI synthesis — not whether it's grammatically on-brand. A decision story with real stakes beats a feature list every time. We measure the three qualities that separate commodity intelligence from brand memory.
One obvious because →. Not "best product for work" — a specific driver the engine can quote.
A life context the target can picture. First week in a client-facing role — not "anyone who needs glasses."
Real stakes and avoided outcomes. "Don't look try-hard" beats a spec sheet.
Buyer moments
Heft® organizes the infinite prompt space into charterable buyer moments — complete decision situations you agree to win. Same SKU, different story. We measure each moment independently, across multiple AI engines.
Example buyer moment
“When a professional man is choosing understated grey rectangular frames for meetings and daily office life — does AI recommend us, cite us, or hand the narrative to a competitor?”
Charter
Agree which moments are P0
Measure
Locked probes × engines
Diagnose
Why visibility breaks
Prove
Before/after role movement
Built for brand strategists who've outgrown rank trackers
Consumer brands · DTC & retail · B2B SaaS · Agencies · In-house brand teams
Run your first buyer-moment visibility check in minutes. See mention, citation, recommendation, and dramatic role — engine by engine.
Start with Heft®