SharpSlip Verified

Niche-sport player-props analysis with publicly verified accuracy scorecards, sold as $29/mo subscription to sports handicappers and prop bettors. · Sports betting analytics

DEAD SLOW · CAUTIOUS

6.0 ShipScore / 10

Verified prop spend proves need; weakest is easily-cloned, crowded entry lane.

Condition: Public accuracy scorecard must hold a real, auditable edge over 3+ months in one niche sport, and convert 50 paying subs at $29 before broadening.

Part I — The Verdict what the instruments read

01 — The ShipScore breakdown

Control

C6 — own site and billing; odds/stats feeds swappable but licensable

Entry barriers

E4 — six-plus clones (Slipscore, PropRadar, Statyx) yet PropGPT eroding -10%/mo

Need

N7 — PropGPT $77k, DunkMax $4k verified; niche+verified-accuracy is real wedge

Time-freedom

T7 — subscription automatable; niche-sport data curation likely stays hand-fed

Scale

S6 — global bettors, but gambling geo-limits and niche-sport ceiling

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 $29/mo (assumed category price), you need 2,874 subscribers for a $1M/yr pace.

Nearest tracked rivals on that curve:

DunkMax

$4k 5%

PropGPT: AI Props Analysis

$77k 93%

↓↓ moat eroding · -10%/moX · quiet

Play Designer Pro

$3k 3%

A rival's moat trend is its verified-revenue trajectory, not its rating — a 4.9★ incumbent with eroding revenue is a different opponent than a widening one. How it's computed →

Part II — The Evidence the receipts, good and bad

03 — Rival scan — corpus tracks 3 similar

DunkMax	verified MRR $4k (trustmrr)
PropGPT: AI Props Analysis	verified MRR $77k · revenue trend: eroding (-10%/mo) · X-chatter: low (trustmrr)	↓↓ moat eroding · -10%/mo X · quiet
Play Designer Pro	verified MRR $3k (trustmrr)

PropGPT: AI Props Analysis — $77k verified MRR sets the brand default for AI prop analysis despite -10%/mo erosion.
Slipscore — Trend-ranked prop research at $3.99/wk undercuts $29/mo and anchors price expectations low.
PropRadar / Statyx / ProprStats — Aggregation, hit rates and trackers already shipped; feature parity is a weekend away.

04 — Demand evidence

Verified MRR in the space: PropGPT $77k, DunkMax $4k, Play Designer Pro $3k — category spend is real.
0 of 3 tracked similar products stall under $2k MRR, so the lane monetizes.
PropGPT's -10%/mo erosion suggests incumbent churn or trust decay — an opening, not a healthy leader.
Demand for the exact wedge (verified accuracy + niche sports) is unproven: no Reddit signals, near-zero X chatter.

05 — Risks

Verified accuracy cuts both ways — a losing month publicly kills the sales pitch.
Bettor churn is brutal; subscriptions die on the first cold streak.
Niche sports mean thin, expensive, inconsistent data and small addressable audience.
Price gap: rivals at ~$4/week make $29/mo a hard ask without proof.

06 — Kill switches — what kills this with one decision

Odds/stats data licensor (single feed provider) — Terms change or price hike for niche-sport props strands the core product.
Gambling advertising rules on ad platforms and app stores — Paid acquisition and mobile distribution blocked, leaving no channel.
Regulator/state gambling authority classifying paid picks as regulated advice — Forces licensing or shutdown in key markets.

Part III — The Plan if you insist on proceeding

07 — What this scan can't tell you

Cannot verify whether your model actually beats closing lines in niche sports.
No data on churn or LTV for any tracked rival at $29/mo.
Unknown whether niche-sport prop markets have enough liquidity to matter to bettors.

Scores judge the market and business model — not your ability to execute. Verified MRR = independently tracked revenue; reviews/upvotes = platform-reported. Judged 2026-08-10.

08 — The wedge & the next step

Third-party-auditable, immutable pick log in ONE underserved sport — trust as the product, not more stats.

Cheapest next step: Publish 30 days of timestamped niche-sport prop picks free on X/Discord with a public scorecard; count waitlist signups at $29.

Not quite it? Spin the model

Business-model variations of this idea, engineered to beat 6.0 — 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.