IndexGuard

Monitors indexing and ranking outcomes for AI-published articles, flags thin/duplicate/scaled-content abuse patterns, and prunes risky pages before they harm domain authority. SEO agencies and in-house teams pay $199/mo per portfolio. · SEO content monitoring

DEAD SLOW · CAUTIOUS

6.2 ShipScore / 10

Automated SaaS frees time; demand for pruning-focused monitoring is unproven beyond adjacent spend.

Condition: Agencies running AI content at scale must show they will pay $199/mo for indexing-loss detection and pruning, not just AI-detection scores.

Part I — The Verdict what the instruments read

01 — The ShipScore breakdown

Control

Owned SaaS, but relies on Google Search Console data and policy definitions.

Entry barriers

Only Originality.ai is tracked, and it's adjacent; the pruning lane looks open.

Need

Originality.ai's $200k MRR shows adjacent spend; Reddit and X signals were empty.

Time-freedom

Automated crawl, index checks, and flagging; little operator time per portfolio.

Scale

Global agency and in-house SEO market, but a narrow AI-content-risk slice.

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 $199/mo (assumed category price), you need 419 subscribers for a $1M/yr pace.

Nearest tracked rivals on that curve:

Originality.ai

$200k 100%

X · active

Part II — The Evidence the receipts, good and bad

03 — Rival scan — corpus tracks 1 similar

Originality.ai

reported MRR $200k · founder-reported · X-chatter: some (anchor)

X · active

Originality.ai — $200k MRR founder-reported with an AI-content audience; could add indexing and pruning checks.
Generic site auditors (unnamed, X chatter) — Existing audit and monitoring tools could bolt on duplicate and thin-content flags cheaply.

04 — Demand evidence

Originality.ai reports $200k MRR (founder-reported), proving spend on AI-content risk tooling.
Reddit: no demand signals found for these keywords.
X: almost no chatter; only scattered complaints about Shopify duplicates and AI pipeline dedup failures.

05 — Risks

Demand unproven: buyers may treat this as a feature of existing SEO suites, not a product.
Correlating pruning decisions to ranking outcomes is noisy; a bad prune could cost clients traffic.
Google's definitions of scaled content abuse shift, so heuristics need constant retuning.

06 — Kill switches — what kills this with one decision

Google Search Console API — Quota cuts or access limits on indexing data would gut the monitoring core.
Google spam-policy changes — Relaxing or redefining scaled-content enforcement would erase the fear that drives purchases.

Part III — The Plan if you insist on proceeding

07 — What this scan can't tell you

Can't tell whether agencies already solve this with Search Console plus spreadsheets.
No funding or revenue data for SEO suites that could ship this as a feature.
Can't measure how many teams publish AI content at enough scale to need pruning.

Scores judge the market and business model — not your ability to execute. Verified MRR = independently tracked revenue; reviews/upvotes = platform-reported. Judged 2026-11-09.

08 — The wedge & the next step

Pitch post-update rescue for agencies hit by scaled-content penalties: identify which AI pages to prune or noindex, backed by indexing-loss data.

Cheapest next step: DM 20 SEO agency owners who publish AI content and offer a manual $199 portfolio prune audit, then count how many pay.

Not quite it? Spin the model

Business-model variations of this idea, engineered to beat 6.2 — 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.