Pre-publish scoring tool that flags AI-generated SEO content against Google's spam and helpful-content policies before publication, sold to agencies and content teams. · SEO Risk Assessment
Strongest: time/automation. Weakest: entry — detector features are commodity, easily cloned.
Condition: Prove the score correlates with real ranking/penalty outcomes — agencies must see traffic saved, not a detector number.
| C — Control | Do you own the customer, or does a gatekeeper stand between you and revenue? |
| E — Entry | How hard is this to copy once it works? A rival's existence isn't the question — the durability of their advantage is. |
| N — Need | Is demand proven with money rather than vibes? |
| T — Time | Can income detach from your hours, or did you buy yourself a job? |
| S — Scale | How far does it reach without linear cost? |
Scored on the evidence below, against CENTS as we've adapted it plus a Buffett-style moat reading of every rival — the same referee for every idea, including the ones we generate ourselves. The verdict follows the arithmetic: we never relabel a score to make it read better, and the weakest commandment is always named. The exact rubric stays in-house so the scale can't be written for.
At $79/mo (assumed category price), you need 1,055 subscribers for a $1M/yr pace.
Nearest tracked rivals on that curve:
A rival's moat trend is its verified-revenue trajectory, not its rating — a 4.9★ incumbent with eroding revenue is a different opponent than a widening one. How it's computed →
| Originality.ai | reported MRR $200k · founder-reported · X-chatter: some (anchor) | X · active |
| Keytomic | verified MRR $18k (x) | |
| MarkupX Brands / EarlySEO | verified MRR $100k · CENTS 6.6 · X-chatter: low (x) | X · quiet |
| ChatSEO | verified MRR $30k · CENTS 6.6 · revenue trend: stable (x) | → moat stable |
| SEO STACK | verified MRR $25k (trustmrr) | |
| Sight AI | verified MRR $11k (trustmrr) |
Scores judge the market and business model — not your ability to execute. Verified MRR = independently tracked revenue; reviews/upvotes = platform-reported. Judged 2026-09-25.
Sell auditable pre-publish compliance reports agencies hand to clients — liability cover, not a detector score.
Cheapest next step: Cold-DM 20 content agency owners with a manual scored audit of one live article; charge $50 to test payment.
Business-model variations of this idea, engineered to beat 6.4 — different vertical, audience, model, or wedge. Same harsh scale. Pro feature.
Close — but conditional. Every morning the engine files one mined gap, scored on the same harsh scale as this one. Free at 7am AEST, unedited.
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Weekly re-scan against the live corpus. If the market moves this ShipScore by a point, or flips the verdict, you hear about it. Free while we're small.