Audits AI-generated content portfolios against Google Search Console history to identify underperforming pages and recommends consolidation, pruning, or redirect actions; sold to SEO agencies and in-house teams recovering from mass AI content production. · SEO Recovery Tools
DEAD SLOW · CAUTIOUS
5.6 ShipScore / 10
Strong proven SEO spend; weakest is control — Google Search Console is the lifeline.
Condition: Prove agencies pay recurring for prune/redirect decisions Ahrefs and Screaming Frog don't already surface — 10 paying agencies at $99+ within 60 days, sourced outside Twitter promo channels.
Part I — The Verdict what the instruments read
01 — The ShipScore breakdown
Control
4
C4 — GSC API plus Google algorithm shifts are the single lifeline
Entry barriers
3
E3 — Ahrefs at $8.3M MRR plus Capafy/CrawlCairn clones crowd the audit lane
T7 — productized audit SaaS, but recovery work drifts toward consulting
Scale
7
S7 — global SEO agencies and in-house teams, digital delivery
What the five commandments measure
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.
02 — The pace test — $1M/yr
At $99/mo (assumed category price), you need 842 subscribers for a $1M/yr pace.
Content-decay audits are a feature, not a product — Ahrefs/Semrush can ship it in a sprint
Buyers who mass-produced AI content may be low-budget churners, not durable SaaS payers
Google algorithm changes can invalidate your recommendation logic overnight
Recommendations without execution push you into agency-style consulting, killing time-detachment
06 — Kill switches — what kills this with one decision
Google Search Console API quota/terms change — Core data feed throttled or restricted, product has nothing to audit against
Ahrefs or Semrush ships an AI-content pruning report — Bundled free into tools agencies already pay for; standalone value evaporates
Google algorithm shift that stops penalizing mass AI content — The recovery panic that creates the buying trigger disappears
Part III — The Plan if you insist on proceeding
07 — What this scan can't tell you
Cannot tell whether tracked rivals' MRR comes from decay auditing or unrelated detection/content features
No data on churn or retention for SEO-recovery tools after a client's cleanup finishes
Cannot verify how many sites actually have GSC history large enough for meaningful decay analysis
Scores judge the market and business model — not your ability to execute. Verified MRR = independently tracked revenue; reviews/upvotes = platform-reported. Judged 2026-09-08.
08 — The wedge & the next step
Own the post-AI-purge cleanup workflow end to end — bulk redirect maps and consolidation plans exported ready-to-ship for agencies managing 50+ client sites, not another audit PDF.
Cheapest next step: Pull 20 SEO agency owners from LinkedIn/Twitter who publicly complained about AI-content cleanup, offer a $250 manual audit of one client site, and count who pays.
Not quite it? Spin the model
Business-model variations of this idea, engineered to beat 5.6 — different vertical, audience, model, or wedge. Same harsh scale. Pro feature.
One evidence-backed gap a day, free
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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