Missed jobs from no follow-up — lightweight AI follow-up CRM for trades

Small trades and home-service businesses—roughly 4 million worldwide—routinely lose revenue because follow-up after quotes, site visits, or missed calls is manual or non-existent. With thin margins and small teams, missed follow-ups commonly shave off a single-digit to mid-teens percentage of potential revenue for a typical contractor, creating a predictable and addressable leakage point. You could build a lightweight AI follow-up CRM that is SMS-first, supports two-way messaging, and uses LLM-driven, trade-specific follow-up sequences triggered by events (quote sent, no answer, job deferred), with one-click integrations to popular quoting and scheduling tools and an onboarding flow under 15 minutes. Monetization would be subscription plus optional transaction/add-on fees, targeting an ACV in line with the $1,200 used in the $4.8B market calculation. This is an attractive time to pursue the idea because SMS engagement rates are materially higher than email and modern LLMs let you generate contextual, personalized follow-ups at scale without hiring sales staff. Combined with accelerating software adoption among SMBs and a large addressable base (4M businesses), these trends lower the cost of acquisition and increase the clarity of ROI for buyers. To stand out you must be deeply specialized to trades—prebuilt templates and KPIs for electricians, plumbers, HVAC, landscapers; local compliance and carrier relationships for reliable SMS delivery; and simple ROI dashboards that prove lift in close rates. Real challenges are SMS carrier costs and deliverability, fragmented integrations across many vertical tools, and competition from incumbent SMB platforms that could bolt on similar features, so early pilots and distribution partnerships will be critical to validate differentiated impact.