Scores inbound calls for roofing and home-service contractors, links them to CRM job outcomes, identifies leak points, and auto-drafts follow-ups for lost leads. SaaS at $199–$399/mo per location. · AI call intelligence
Productized SaaS frees time; entry weak against CallRail AI scoring and clone launches.
Condition: Contractors must pay $199+ for outcome-linked leak attribution that CallRail and ServiceTitan's native tools don't already provide.
| 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.
At $299/mo (assumed category price), you need 279 subscribers for a $1M/yr pace.
Nearest tracked rivals on that curve:
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 →
| LeadX | verified MRR $16k (trustmrr) | |
| Upscale System LLC | verified MRR $102k · CENTS 5.2 · revenue trend: stable · X-chatter: low (trustmrr) | → moat stable X · quiet |
| GetSuite.ai | verified MRR $40k · X-chatter: low (x) | X · quiet |
| SOVEREIGN LEADS LIMITED | verified MRR $27k (trustmrr) | |
| Groups Watcher | verified MRR $26k · revenue trend: stable (trustmrr) | → moat stable |
| WaLead AI | verified MRR $26k (trustmrr) |
Scores judge the market and business model — not your ability to execute. Verified MRR = independently tracked revenue; reviews/upvotes = platform-reported. Judged 2026-10-07.
Roofing-specific 'revenue leak report': calls tied to booked and lost jobs, showing dollars lost per missed or poorly handled call.
Cheapest next step: Hand-audit 30 days of calls plus CRM outcomes for 5 roofers this week, then ask each to prepay $199.
Business-model variations of this idea, engineered to beat 6.2 — different vertical, audience, model, or wedge. Same harsh scale. Pro feature.
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.
Free forever · one email a day · unsubscribe in one click.