Dealer outcomes — measured, attributed, published with consent.
AUTONOMi is in beta with a small cohort of dealerships. Real outcomes — cost-per-conversion, build-time savings, channel coverage, compliance posture — will be published here as individual dealers consent to be named. No anonymized testimonials. No aggregate marketing claims. The methodology is what we're committing to up front.
Direct dealer quote — attributed by name, with written consent. Verbatim language, never massaged for marketing.
Name · Title · DealerFour measurement axes. Sixteen signals. All sourced from the engine.
Every number we publish maps to either a platform-API field or an AegisStep row that we can replay end-to-end. No vendor surveys, no qualitative hand-waving.
4 signals tracked
- Cost per conversion
Platform conversion API · attributed window - Cost per click
Per-channel raw spend / clicks - Click-through rate
Impressions vs clicks per ad surface - Conversion rate
Landing page conversion event / clicks
4 signals tracked
- Wall-clock build time
AegisRun.startedAt → completedAt - Time-to-first-impression
Deploy timestamp → platform serve - Iteration loop time
Optimization run interval + duration - Operator hours saved
Tasks-per-week before vs after
4 signals tracked
- Channels live
Active LiveCampaign records per platform - Ad-group breadth
Distinct ad groups across all campaigns - Creative variants
Headlines + descriptions + extensions count - Geo footprint
Total ring miles² · primary + satellites
4 signals tracked
- Slot coverage
Verifier · % slots passing all triggered rules - Fixes applied
Composer · disclosure clauses + cures shipped - Hold-for-review rate
Submissions paused for human acknowledgement - Rule library size
Federal + state + OEM + dealer-brand layers
From dealer consent to published study.
Every study goes through the same automated pipeline. Counterfactual baseline + post-AEGIS sample + delta + dealer sign-off → publish. No editorial discretion to cherry-pick wins.
Why this pipeline
- Same window length, pre vs post — no telescoping the comparison to make AEGIS look better.
- Same attribution settings inside the platform — first-touch vs last-click stays consistent.
- Methodology + caveats publish alongside the headline number, not buried in a footnote.
- Dealer reads the draft and signs off in writing before it ships. They can pull at any time.
Volunteer to be the first study. Or get notified when one lands.
Be the first study
Already running with AUTONOMi and willing to share your outcomes? You'll get early access to the draft, a written NDA on raw numbers if needed, and final sign-off before anything ships.
Email me the first study
One email when the first study lands. No drip sequence, no marketing list. The studies index here updates the same day.
No studies published yet. The card you see above is a format preview — every value shown is a placeholder ("—") until the first real study clears dealer sign-off. We're committing in writing to the methodology before any data lands so visitors can hold us to it. Anonymized testimonials and aggregate marketing claims are explicitly out of bounds.