Who AI recommends, and when it changes.
Data as of Apr 7, 2026 · Based on 52 AI answers · A buyer need in Home & Property Service Providers. · See how Parse measures this
Between February and April 2026, AI engines recommended and as top vetted professional cleaning booking options. The decision of which service to book remains highly contested, as no single platform dominates. Instead, recommendations are heavily distributed across regional franchises and niche green clean options.
Recommendation share
Anago of Nashville leads at 4% of AI recommendations; Chem-Dry follows at 4%.
By platform
Platforms disagree: Anago of Nashville leads on ChatGPT, Deep Clean NYC on Google AI Overviews.
Buyer needs that sit next to this one in the same market.
