Thumbtack
Thumbtack was named by 2+ AI engines earlier but did not appear in this week's top results for Boston hvac searches. See who's taking their place below.
Per-engine visibility
week 2026-W25Top Boston hvac competitors this week
Why this matters
When travelers ask ChatGPT, Perplexity, Claude, or Gemini “best hvacs in Boston” this week, Thumbtack is not named. Those bookings are going to the businesses above.
AI recommendations are driven by: directory presence (Yelp, YP, BBB, TripAdvisor, Justia, etc), schema.org markup on the business website, and structured citations across the web. All three are fixable in 6-8 weeks.
Signal Boost — done-for-you AI visibility
We submit Thumbtack to 20+ free directories the AI engines actually crawl, add schema markup to the site, and re-verify weekly across all 4 engines.
Related reports
Data: 15 real customer-search queries per week across ChatGPT, Perplexity, Claude, and Gemini. Tracked since 2026-W25. Last refreshed 2026-W25.