Matt Blansit · Co-Founder, Riptide AI Consulting

Houston-based AI/ML engineer turned consultant. Builds AI systems for roofing contractors across Texas and the storm belt. Previously: AI engineering at scale-up SaaS.

matt@riptideai.co · About

The Riptide Blog

Real math, honest takes, and field-tested AI playbooks for roofing shops.

No vendor fluff, no "AI will solve everything." Just what's actually working in real shops, what's overhyped, and the math behind the rollout. Written by Matt Blansit and shipped from Houston.

Pillar · ROI breakdown

The honest ROI of AI in roofing — with real math

Most "AI ROI calculators" are vendor sales tools. This one shows the breakeven math, including the ugly parts: training time, ramp curves, false starts. Three shop sizes, real timelines, what kills ROI and what compounds it.

~12-min read 3,400 words Matt Blansit Read pillar →

Lead response · Tactics

After-hours roofing leads: how AI books the 9 PM Saturday job

78% of inbound leads hire whoever responds first. For roofers, after-hours leads are the largest hidden revenue source. What humans miss, what AI does in 47 seconds, and how to set the hand-off rules so customers never feel the seam.

~8-min read 2,200 words Matt Blansit Read post →

Estimating · Comparison

AI vs human roofing estimator: I built both. Here's where each one wins.

It's not the AI-replaces-humans story. AI eats the drive-out, climb, measure, type-up part. Humans win on edge cases, judgment, and rapport on big jobs. The hybrid workflow that actually wins, with cost-per-estimate math.

~9-min read 2,500 words Matt Blansit Read post →

Insurance · Storm restoration

Insurance claim automation: the unfair advantage for storm restoration roofers in 2026

Storm restoration is a $50B+ market. Insurance friction kills more claims than weather. Where AI is allowed (documentation, drafts, chase), where it isn't (public adjusting, regulated states), and the Xactimate-friendly workflow that's actually working.

~9-min read 2,400 words Matt Blansit Read post →

CRM · Comparison

Roofing CRM showdown 2026: JobNimbus vs AcculynX vs Roofr vs spreadsheets

Every roofer asks me which CRM to pick. Honest answer: it depends — and the AI layer matters more than the CRM you choose. Head-to-head feature comparison, who each is for, where AI fits, what to pick by shop size.

~10-min read 2,800 words Matt Blansit Read post →

Google LSA · Lead conversion

Google Local Service Ads for roofers: why your conversion rate is 60% lower than it should be

LSAs are the #1 lead source for many roofers in 2026. But 60% of LSA leads die before reaching a human — sub-2-min response is the conversion threshold, and manual response can't hit it. The AI workflow specifically tuned for LSA leads.

~9-min read 2,300 words Matt Blansit Read post →

Implementation · Week-by-week

What actually happens when a roofing shop adopts AI: a week-by-week 30-day rollout

Vendors love the "AI in 30 days" promise. Most rollouts don't follow the path you'd expect. The real timeline — including the friction. Plus the Day 31 reality check, 60/90 day outcomes, and the 3 most common failure modes.

~10-min read 2,600 words Matt Blansit Read post →

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