Automate reputation and review generation for cleaning businesses

Automate reputation and review generation for cleaning businesses targets a $3.0B = 5M cleaning businesses × $600 ACV (annual review/reputation spend assumed $50/month) total addressable market with medium saturation and a year-over-year growth rate of 12% YoY — estimated growth for local reputation and small business marketing software (industry reports 2023-2025).

Key trends driving demand: Consumers increasingly rely on online reviews for local service selection — this raises the direct ROI of reputation tools and increases willingness to pay for automation.; Field-service platforms and CRMs are opening marketplaces and APIs — this enables faster integrations and verticalized offerings tailored to cleaning workflows.; AI-driven personalization and sentiment analysis now allow low-cost, scalable auto-responses and review triage which reduces manual moderation for SMBs.; SMS-based and conversational review requests have higher response rates than email, creating opportunity for tailored outreach channels for cleaners..