what we refuse
The exposure-multiplier proxy — the Barcelona-banned fake ad-rate stand-in for earned value. Point estimates without intervals. Silent model changes. If it can't survive a finance or analytics question, it doesn't ship here.
the report archive, the math, and exactly which robots touched your data. if a number can't survive this page, it doesn't ship.
impact ladder
we only climb as far as your connected data allows. never a blended fake ROI.
1 · Detection
Coverage landed & deduped
counted
live on your books
2 · Quality
DAD + Earn Rate vs your rubric
scored
live on your books
3 · Attention
EIV-Reach (modeled)
modeled
live on your books
4 · Traffic
Earned sessions
measured
waiting on connect
GA4 connected
5 · Interest
Branded search lift
estimated / measured
waiting on connect
Search Console connected
6 · AI answers
GEO presence + citations
counted + interval
live on your books
7 · Efficiency
Earned vs PR $ / vs paid $
mixed · labeled
waiting on connect
GA4 + Ads or budget CSV
8 · Contract
Attainment vs promise
snapshot-backed
live on your books
methods we stand on
industry law, peer-reviewed intervals, and a published Earn Rate — not 'the model said so.'
The exposure-multiplier proxy — the Barcelona-banned fake ad-rate stand-in for earned value. Point estimates without intervals. Silent model changes. If it can't survive a finance or analytics question, it doesn't ship here.
Board-safe posture that formally rejects the exposure-multiplier proxy. CMOs already recognize AMEC — we encode it, we don't debate it in the deck.
Earn Rate pillars scored against your rubric — measurable, not a slide metaphor.
E = 100 · D^α · A^β · Dec^γ — layers combine as complements, weights declared per client and published with every score, always with an interval. One hero number both sides trust because it refuses to publish when it cannot stand behind itself.
GEO presence and citation shares are proportions. Bands, never bare lines — alerts only when intervals are disjoint.
AI-coded metrics stay internal until they clear a blind human gold-set. Your portal never gets a number the analysts wouldn't give.
every Client Portal number can point at a method. if it can't, it doesn't appear.
prototype dataPilot books from Peet's, DICK'S, and Albertsons (4,134 real tracker rows). Live feeds plug in through Integrations — same screens, your rows.