SupplementDesk

AI-powered insurance-claim supplement drafting and tracking for roofing contractors; roofers pay monthly per crew to convert damage photos and scope notes into approved line-item requests. · insurance claims automation

DEAD SLOW · CAUTIOUS

5.8 ShipScore / 10

Productized automation is strongest; US-only roofing niche and thin verified spend weakest.

Condition: Roofers must show measurable approval-rate or dollar lift versus outsourced supplementers and pay per crew without a percentage-of-recovery model.

Part I — The Verdict what the instruments read

01 — The ShipScore breakdown

Control

Owned SaaS, but output must fit Xactimate line-item conventions insurers accept.

Entry barriers

Rooftops AI stable at $1k; ClaimClear, Ridgewrit clones show no growth.

Need

Rooftops AI $1k, One Care Portal $5k; outsourced supplementing is an established paid category.

Time-freedom

Drafting automates well, but adjuster pushback pulls toward manual follow-up.

Scale

Storm-driven US residential roofing only; reach is not global.

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:

One Care Portal

$5k 6%

Rooftops AI

$1k 1%

→ moat stable

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 2 similar, 1 stalled under $2k MRR

One Care Portal	verified MRR $5k (trustmrr)
Rooftops AI	verified MRR $1k · CENTS 7.0 · revenue trend: stable (trustmrr)	→ moat stable

Rooftops AI — Verified $1k MRR, stable, already selling AI to roofers in this lane.
ClaimClear — Near-identical pitch: photos and notes into supplement requests plus claim tracking.
Ridgewrit — Same mechanism: estimates and photos into itemized, documented insurance supplements.

04 — Demand evidence

Rooftops AI shows verified $1k MRR with a stable trend.
One Care Portal shows verified $5k MRR in an adjacent claims space.
No Reddit signals and near-zero X traction; direct demand evidence is thin.
Established paid category: roofers already pay outsourced supplement firms (general knowledge).

05 — Risks

Weekend-cloneable: several indie launches already ship the same feature set.
Outsourced supplementers take a percentage of recovery and handle adjuster negotiation, which software doesn't replace.
Storm seasonality makes crew counts and revenue lumpy.
Roofing CRMs could bundle supplement drafting as a feature.

06 — Kill switches — what kills this with one decision

Verisk/Xactimate — Restricting estimate import/export or line-item data breaks carrier-acceptable output.
Insurance carriers — Carriers flagging AI-drafted supplements could tank approval rates, which are the core value.

Part III — The Plan if you insist on proceeding

07 — What this scan can't tell you

Cannot verify the approval-rate lift that AI-drafted supplements achieve with real carriers.
Cannot see how much of the outsourced supplementing market is willing to switch to self-serve software.
Cannot tell whether One Care Portal's $5k MRR serves roofers or another claims niche.

Scores judge the market and business model — not your ability to execute. Verified MRR = independently tracked revenue; reviews/upvotes = platform-reported. Judged 2026-10-13.

08 — The wedge & the next step

Carrier-specific approval playbooks built from tracked outcomes, sold per crew as a cheaper alternative to percentage-fee supplementers.

Cheapest next step: Offer 10 storm-market roofers a free supplement draft on one live claim this week and track the dollars approved.

Not quite it? Spin the model

Business-model variations of this idea, engineered to beat 5.8 — 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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