Which marketplace profiles do AI answers check for junk haulers?
Trustpilot, Nextdoor and Thumbtack, more often than in any of the other six trades in our 5-city study (October 2026). In 150 ChatGPT answers about named junk removal companies, Trustpilot was cited in 24, Nextdoor in 18 and Thumbtack in 13, each the highest count among the seven trades in that study.
| Source cited in answers about a named company | Junk removal (of 150) | Highest count in the other six trades (of 150 each) |
|---|---|---|
| Trustpilot | 24 | 22 (window replacement) |
| Angi | 20 | 20 (foundation repair) |
| HomeAdvisor | 19 | 23 (foundation repair) |
| Nextdoor | 18 | 16 (carpet cleaning) |
| Thumbtack | 13 | 6 (foundation repair) |
| Yelp | 0 | 2 (foundation repair; landscaping) |
Source: Mindflow research, our 5-city study (October 2026): OpenAI API with web search, 150 ChatGPT answers about named companies in each of seven trades (movers, general contractors, foundation repair, carpet cleaning, junk removal, landscaping, window replacement) in Atlanta, Austin, Charlotte, Houston and San Antonio, collected October 17–18, 2026. Counts the links attached to answers; one answer can cite several sources. Reported separately from our 50-metro study. License and registration sources for junk haulers: our junk removal marketing page.
So a lead platform account is also a public profile that answers may link to. If you stop buying leads on one, keep the details current, or find out from the platform whether the profile can come down. An old phone number or a dropped service area can sit there long after the last lead.
Franchise brands own a different question. Asked who to hire, in five ChatGPT runs per city that named no company, ChatGPT cited a franchise brand site every time, 25 of 25. No lead budget reaches those answers; what a local hauler controls is its own site, Business Profile and the profiles in the table.