B2B props data API and white-label widget for sports media, handicappers, and affiliates to embed; pay-per-seat pricing instead of building in-house. · Sports betting infrastructure
DEAD SLOW · CAUTIOUS
5.6 ShipScore / 10
Productized delivery strongest; control weakest — props odds data comes from licensed upstreams.
Condition: Secure a durable, legally clean props data source and land 3 paying media/affiliate embeds before scaling.
Part I — The Verdict what the instruments read
01 — The ShipScore breakdown
Control
5
C5 — props/odds feeds depend on book scraping or licensed upstream rights.
N6 — established paid odds-API category; white-label per-seat wedge only partly distinct.
Time-freedom
7
T7 — API plus embeddable widget scales, but feed ops need constant babysitting.
Scale
6
S6 — global digital, but buyer pool limited to media/handicappers/affiliates in regulated markets.
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 $499/mo (assumed category price), you need 168 subscribers for a $1M/yr pace.
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 →
Zero Reddit signals and essentially no complaints found — buyer pain for THIS wedge is unproven.
05 — Risks
Odds/props data sourcing may violate sportsbook ToS or require costly official league licensing.
OpticOdds' incumbency and breadth (200+ books) makes feature parity expensive from day one.
Small buyer universe: sports media, handicappers, affiliates — long sales cycles, per-seat caps revenue.
No visible complaints means no evidenced pain; you may be selling a nice-to-have.
06 — Kill switches — what kills this with one decision
Upstream data provider or sportsbook anti-scraping enforcement — One ToS block or licensing demand cuts the feed and the product dies.
Official league data mandates (Genius/Sportradar exclusivity in regulated states) — Regulation forces licensed-only data, pricing an indie out of legal supply.
Affiliate/media distribution channel consolidation — A few large media groups building in-house removes most of the addressable seats.
Part III — The Plan if you insist on proceeding
07 — What this scan can't tell you
Cannot tell whether legal, affordable props data licensing is actually obtainable at indie scale.
No visibility into OpticOdds' or PropsData.io's revenue, pricing, or churn.
Cannot verify whether media/affiliates prefer embeds over building in-house.
Scores judge the market and business model — not your ability to execute. Verified MRR = independently tracked revenue; reviews/upvotes = platform-reported. Judged 2026-08-16.
08 — The wedge & the next step
Drop-in white-label props widget with per-seat pricing for small media/affiliates that OpticOdds' raw API ignores.
Cheapest next step: Pitch 10 mid-size handicapper/affiliate sites a paid pilot embed spec this week before writing pipeline code.
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.
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.