ContentDecay Radar

Audits AI-generated content portfolios for ranking decay from Google updates and recommends rewrite or removal actions, sold to SEO agencies and in-house teams managing mass-generated content. · SEO content remediation

STOP DEAD SLOW FULL AHEAD
DEAD SLOW · CAUTIOUS
5.8 ShipScore / 10

Verified $100k rival proves need; entry weakest — cloneable audit lane, many launches

Condition: Must own a proprietary decay dataset (historical update-by-update ranking traces) that clones cannot rebuild, and convert one agency to a paid multi-site retainer before broad build.

Part I — The Verdict what the instruments read
01 — The ShipScore breakdown
Control
5
C5 — leans on Google Search Console/SERP data and Google's own updates
Entry barriers
3
E3 — EarlySEO $100k plus EEATClean, ChatSEO clones; audit logic weekend-buildable
Need
7
N7 — verified $100k and $18k MRR; AI-content decay wedge is distinct
Time-freedom
7
T7 — productized scans, but audit deliverables drift toward consulting hours
Scale
7
S7 — global SEO agencies and in-house teams, digital delivery, no locality limit
What the five commandments measure
C — ControlDo you own the customer, or does a gatekeeper stand between you and revenue?
E — EntryHow hard is this to copy once it works? A rival's existence isn't the question — the durability of their advantage is.
N — NeedIs demand proven with money rather than vibes?
T — TimeCan income detach from your hours, or did you buy yourself a job?
S — ScaleHow 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 $149/mo (assumed category price), you need 560 subscribers for a $1M/yr pace.

Nearest tracked rivals on that curve:

MarkupX Brands / EarlySEO
$100k 100%
X · quiet
Keytomic
$18k 22%
Part II — The Evidence the receipts, good and bad
03 — Rival scan — corpus tracks 2 similar
MarkupX Brands / EarlySEOverified MRR $100k · CENTS 6.8 · X-chatter: low (x) X · quiet
Keytomicverified MRR $18k (x)
04 — Demand evidence
05 — Risks
06 — Kill switches — what kills this with one decision
Part III — The Plan if you insist on proceeding
07 — What this scan can't tell you

Scores judge the market and business model — not your ability to execute. Verified MRR = independently tracked revenue; reviews/upvotes = platform-reported. Judged 2026-08-18.

08 — The wedge & the next step

Target agencies with 10k+ AI-generated pages: portfolio-level prune/rewrite triage with dollar-impact scoring per URL, priced per-site retainer, not a generic SEO audit.

Cheapest next step: Cold-DM 15 agencies running mass AI content, offer a paid $200 manual decay audit on 500 URLs, and count who pays.

Not quite it? Spin the model

Business-model variations of this idea, engineered to beat 5.8 — 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.

Free forever · one email a day · unsubscribe in one click.

Monitor this idea

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.

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.
Privacy · Terms · support@willitship.app