SaaS platform that ingests game event data and benchmarks monetization and retention metrics against anonymized peer data for indie game studios; studios pay subscription. · game analytics benchmarking
DEAD SLOW · CAUTIOUS
6.2 ShipScore / 10
Control decent; need weakest — zero demand signals, indie studios pay little
Condition: Ten indie studios prepay for benchmarks before the peer dataset exists
Part I — The Verdict what the instruments read
01 — The ShipScore breakdown
Control
7
C7 — ingests studio-owned SDK data; no single gatekeeper lifeline
Entry barriers
6
E6 — peer-data network effect possible, but cold-start; no tracked funded rival
T7 — subscription SaaS, though data pipelines and onboarding stay hands-on
Scale
6
S6 — global but narrow indie-studio segment with thin budgets
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 $149/mo (assumed category price), you need 560 subscribers for a $1M/yr pace.
Nearest tracked rivals on that curve:
Glamour
$13k 16%
Apogee
$3k 4%
Facemetrics AI
$1k 2%
Part II — The Evidence the receipts, good and bad
03 — Rival scan — corpus tracks 3 similar, 1 stalled under $2k MRR
Glamour — Highest verified MRR ($13k) in the tracked set, though category fit looks distant
Apogee — $3k verified MRR shows small-scale paid traction adjacent to this lane
Facemetrics AI — Verified but stalled at $1k MRR — signals hard monetization ceiling nearby
04 — Demand evidence
Corpus tracks only 3 similar products; one verified stalled under $2k MRR
Verified MRRs ($13k, $3k, $1k) exist but the products read off-category for game benchmarking
Reddit: zero demand signals for these keywords
X: almost no launches, zero complaints, no traction — evidence is thin, demand unproven for this specific wedge
05 — Risks
Cold-start: benchmarks are worthless until enough studios share data
Indie studios are famously budget-constrained; low ARPU, high churn
Free engine/store dashboards already give studios baseline retention and revenue metrics
Data-sharing reluctance — studios treat monetization numbers as competitive secrets
06 — Kill switches — what kills this with one decision
Engine/store data access (Unity, Unreal, App Store, Steam pipelines) — Restricting event or revenue export starves the ingestion layer
Privacy/data-processing rules on pooling player-derived metrics — A consent or DPA requirement makes anonymized peer pooling legally unusable
An engine vendor shipping free native benchmarking — Bundled default erases willingness to pay overnight
Part III — The Plan if you insist on proceeding
07 — What this scan can't tell you
Cannot tell whether the tracked MRR products actually compete in game analytics
No data on indie studio budgets or current analytics spend
Unknown how many studios would consent to sharing monetization data
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
Start as a paid benchmark report for one genre (e.g., hypercasual LiveOps) to seed the peer dataset, then convert to dashboard subscriptions
Cheapest next step: DM 20 indie studio leads offering a $99 genre benchmark snapshot; count prepayments this week
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.
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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.