Lightweight retention and monetization analytics for indie game and gaming-SaaS builders, priced under $40/mo. · Gaming Analytics
DEAD SLOW · CAUTIOUS
5.6 ShipScore / 10
Strong automation and productization; weakest is entry — giants and free tiers crowd lane.
Condition: Only build if indie/gaming devs will pay ~$29/mo for a game-specific retention+IAP view that PostHog's free tier, RevenueCat charts and App Store Connect cohorts demonstrably fail to give — prove with 20 paid pre-orders before writing an SDK.
Part I — The Verdict what the instruments read
01 — The ShipScore breakdown
Control
6
Entry barriers
3
Need
5
Time-freedom
8
Scale
6
What the five commandments measure
C — Control
Do you own the customer, or does a gatekeeper (an app store, an algorithm, one platform) stand between you and revenue? High = you hold the keys.
E — Entry
How hard is this to copy? High barriers protect you once in — but a well-loved incumbent means breaking in is expensive, and scores this low.
N — Need
Is demand proven with money, not vibes — verified rival revenue, funding, exit multiples, complaint volume? No market evidence caps this at 5.
T — Time
Can income detach from your hours? High = earns while you sleep; low = you bought yourself a job.
S — Scale
How far does it reach without linear cost? High = software margins to thousands of customers; low = growth means headcount.
ShipScore = the mean of the five, scored by Opus 5 on the evidence below — the same rubric for every idea, including the ones we generate ourselves. Inspired by MJ DeMarco's CENTS framework. Full rubric →
02 — The pace test — $1M/yr
At $29/mo (assumed category price), you need 2,874 subscribers for a $1M/yr pace.
Apogee — Only tracked rival with verified revenue ($3k MRR) — already occupies the lightweight analytics slot you want.
Hatchdeck — Launched with the exact combo — retention cohorts plus monetization/IAP funnels for indie devs.
PostHog / RevenueCat / Mixpanel / Amplitude — Widely recommended, generous free tiers and paywall-funnel templates make a $40 tool feel redundant.
04 — Demand evidence
Apogee verified at $3k MRR — real but modest spend in the tracked lane.
No funded companies tracked in/near this space; no Reddit signal for these keywords.
X chatter shows analytics stacks (Amplitude, Mixpanel, PostHog, RevenueCat, AppsFlyer) actively used and recommended — category spend exists, mostly with incumbents.
Complaint chatter (funnel miscounts, fake 100% steps, IAP option overload, onboarding leaks) shows pain but not proof of willingness to pay a new vendor.
05 — Risks
App Store Connect's new IAP/subscription cohorts and 100+ metrics eat the low-end use case for free.
Sub-$40 pricing against SDK, data-pipeline and support costs leaves thin margin and demands high volume.
Hatchdeck shipped the identical wedge first; feature parity race with no moat.
Indie game devs are notoriously low-budget and churn when a project ships or dies.
06 — Kill switches — what kills this with one decision
Apple App Store Connect / Google Play analytics expansion — Free first-party cohort and IAP funnel metrics remove the reason to pay anyone.
RevenueCat or store receipt/webhook API terms — Losing purchase-event access breaks IAP conversion reporting, your core differentiator.
Platform privacy/SDK policy (ATT-style consent or SDK signing rules) — Data collection restrictions gut event completeness and app-review approval for your SDK.
Divergence available · Seeing the cracks? Spin the model — variations of this idea engineered to beat 5.6.
Part III — The Plan if you insist on proceeding
07 — What this scan can't tell you
Cannot tell whether Apogee's $3k MRR comes from indie devs or larger studios.
No data on actual conversion or churn rates for sub-$40 dev-tool subscriptions in gaming.
Cannot verify Hatchdeck's traction, pricing, or whether it already covers your wedge.
Scores judge the market and business model — not your ability to execute. Verified MRR = independently tracked revenue; reviews/upvotes = platform-reported. Judged 2026-08-08.
08 — The wedge & the next step
Game-native metrics no general analytics tool ships out of the box — level/session funnels, D1-D30 retention by build, and IAP price-point cohorts, installed via a one-line Unity/Godot plugin.
Cheapest next step: Post a one-page landing with the Unity/Godot one-line install promise and $29 founding price in r/gamedev, indie Discords and X replies to the funnel-miscount complaints; count paid pre-orders, not emails, over seven days.
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.
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.
One inspection a day, by email
App Radar scans TrustMRR, Product Hunt, AppSumo, the App Store, Reddit and X daily — momentum, beatable apps, funding heat.