Condition: Prove agencies pay for CROSS-SITE portfolio overlap — a job free single-site GSC checkers cannot do — with 5 paid pilots before building.
Part I — The Verdict what the instruments read
01 — The ShipScore breakdown
Control
6
C6 — leans on GSC/crawl APIs, swappable-ish; no single storefront gatekeeper
Entry barriers
4
E4 — Jev, Bold Pilot, Moonrank, free GSC dashboards; but no dominant leader
Need
6
N6 — real cannibalization complaints, zero Reddit signal, no verified MRR in-lane
Time-freedom
8
T8 — crawl-and-diff SaaS, per-site subscription, no manual audit labor
Scale
6
S6 — global SEO agencies, but narrow single-feature buyer pool
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.
reported MRR $200k · founder-reported · X-chatter: some (anchor)
X · active
Jev — AI SEO workflow suite bundling cannibalization detection/merge flags; feature-in-suite beats point tool
Bold Pilot — GSC watcher purpose-built for SaaS cannibalization alerts — direct overlap with the core alert
KeywordNumbers / free GSC+Data Studio dashboards — Free cannibalization checkers anchor price expectations at zero
04 — Demand evidence
Originality.ai at $200k MRR (founder-reported) proves agencies pay for AI-content QA tooling, though for detection not overlap
X chatter: recurring complaints that high-volume AI content causes cannibalization, index bloat, flat/declining traffic with no native alerts
Multiple launches (Jev, Bold Pilot, Moonrank, KeywordNumbers) indicate builders see a problem worth tooling
Thin evidence: zero Reddit signals, zero funded companies tracked, no verified revenue for any cannibalization tool
05 — Risks
Free GSC-based checkers and Data Studio dashboards make paid pricing hard to defend
Single-feature product risks being absorbed into Ahrefs/Semrush/Jev suites as a checkbox
Cross-site portfolio angle may be a nice-to-have agencies solve with a spreadsheet
Founder-reported $200k MRR anchor is an adjacent category, not proof for this wedge
06 — Kill switches — what kills this with one decision
Google Search Console API access/quota policy — Tighter quotas or OAuth restrictions cut off the core data the alerts depend on
Ahrefs/Semrush shipping portfolio-level cannibalization — Incumbent bundles the feature free into tools agencies already buy, zeroing the wedge
Part III — The Plan if you insist on proceeding
07 — What this scan can't tell you
Cannot tell whether agencies budget separately per client site or expect it bundled
No data on how many multi-site agencies actually publish AI content at cannibalizing volume
Unknown whether Jev/Bold Pilot have paying users — no verified revenue tracked for either
Scores judge the market and business model — not your ability to execute. Verified MRR = independently tracked revenue; reviews/upvotes = platform-reported. Judged 2026-09-26.
08 — The wedge & the next step
Portfolio-level: one dashboard flagging keyword overlap ACROSS a whole client roster — something single-site GSC checkers structurally cannot do — sold as an agency risk report.
Cheapest next step: DM 15 multi-client SEO agency owners offering a manual cross-site overlap audit for $150; count who pays.
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