AEO Engine vs Roman AI

Both tracked in the evidence directory. Numbers with provenance, refreshed daily — no winner call, judge for yourself. AEO Engine page → · Roman AI page →

The scoreboard
AEO EngineRoman AI
Latest MRR$115k stripe-verified$8.8k stripe-verified
Moat trend→ moat stable
X presenceX · quietnot scanned
Readings1104
Tracked since2026-06-162026-06-25
CategoryArtificial IntelligenceArtificial Intelligence

Bigger revenue number: AEO Engine (13.1× the other).
Only AEO Engine has a trend series long enough to read.
Longer track record here: AEO Engine (tracked since 2026-06-16).

Trajectories, one scale

— AEO Engine · — Roman AI

114 readings combined · values are a Pro instrument

AEO Engine vs Roman AI — the full series, with values

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Pro instrument.

The evidence, side by side

AEO ENGINE

2026-09-22TrustMRR: verified MRR $115k · stripe-verified · #20 · +43%/mo

ROMAN AI

2026-06-30TrustMRR: verified MRR $8.8k · stripe-verified · #61
Competing with one of them?

Inspect your idea against both — same engine, same receipts, ~30 seconds.

Metrics are third-party verified or reported as labeled — Will It Ship doesn't audit them and isn't affiliated with the products tracked. support@willitship.app

Both of these are tracked daily

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ShipScore is scored on a rubric inspired by the CENTS framework by MJ DeMarco (The Millionaire Fastlane · UNSCRIPTED). Will It Ship is not affiliated with or endorsed by MJ DeMarco.
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