Missed jobs from poor follow-up — automated contractor follow-up

Small-service and trades businesses routinely lose revenue because leads and scheduled jobs fall through the cracks—estimates from industry surveys and operators point to a meaningful share of opportunities lost to poor follow-up—and the problem is concentrated among the roughly 10 million global small-service and trades firms that lack dedicated sales staff. That addressable market maps to about $6.0B in annual value using a $600 ACV assumption, and independent scoring here gives the opportunity a Market Score of 92/100 with Revenue Potential at 88/100. A practical product is an SMS-first automated follow-up platform tailored to contractors: pre-built vertical workflows (plumbers, electricians, landscapers), LLM-driven on-brand and localized messaging, two-way texting and scheduling links, automated payment and estimate follow-ups, and plug-and-play integrations with field service CRMs and calendars. The offering would be sold as a value-priced subscription (targeting that $600 ACV), with features for deliverability, carrier management, opt-in handling and reporting that shows incremental closed jobs per campaign. Timing and differentiation are realistic: AI personalization and growing preference for texting make the market receptive right now, and the category is medium-competitive so a vertically-focused product can win by shipping industry-specific playbooks and tightly integrated workflows rather than generic CRM features. Strengths are clear (large, underserved addressable market and attainable unit economics); challenges include fragmented customer acquisition, SMS regulatory/compliance risks across regions, and the operational work of maintaining high-quality, localized AI messaging.