Data as of Aug 25, 2026 · Based on 999 AI responses · See how Parse measures this
Commercial Property Service Vendors
Parse
https://parse.gl
Yelp has become the top platform AI recommends for finding local property service vendors, surpassing between November 2025 and March 2026. Across all service types, AI assistants increasingly structure answers as step-by-step guides for vetting contractors, emphasizing online reviews and professional certifications over direct brand endorsements.
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | Now the top-cited platform for finding local vendors through online reviews. | 56% | |
| 2 | 55% | ||
| 3 | Consistently suggested for checking a business's complaint history and accreditation. | 36% | |
| 4 | Frequently named as a directory for finding contractors and getting multiple bids. | 30% | |
| 5 | The most critical certification recommended by AI when vetting carpet cleaning services specifically. | 21% | |
| 6 | Increasingly cited for sourcing hyper-local referrals from neighbors and community groups. | 16% | |
| 7 | 15% | ||
| 8 | A key resource for HOA vendor management best practices and networking events. | 14% | |
| 9 | Cited for user-generated discussions on real-world experiences with HOA vendor selection. | 13% | |
| 10 | 10% | ||
| 11 | 9% | ||
| 12 | 8% | ||
| 13 | 8% | ||
| 14 | 8% | ||
| 15 | 8% | ||
| 16 | 7% | ||
| 17 | Recommended as a trade association for finding contractors with higher industry standards. | 7% | |
| 18 | 7% | ||
| 19 | 6% | ||
| 20 | 6% | ||
| 21 | 6% | ||
| 22 | 5% | ||
| 23 | 4% | ||
| 24 | 4% | ||
| 25 | 4% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
reddit.com is the page AI reaches for most here, cited in 47% of analyzed answers.
Eclipsed Google to become the #1 most-mentioned platform between Nov 2025 and Mar 2026.
Rose from rank #9 to #6, increasingly framed as a source for word-of-mouth referrals.
Slipped from the #1 rank to #2 behind Yelp, though it remains a top-tier recommendation.
Fell from rank #6 to #11 as responses increasingly favor general 'Google' searches for reviews.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 22% | 15% | ||
| 5% | 26% | ||
| 6% | 23% | ||
| 8% | 8% | ||
| 0% | 19% |
The two models disagree most about Carpet and Rug Institute (ChatGPT #4, Google #21).
Yelp has become the top platform AI recommends for finding local property service vendors, surpassing Google between November 2025 and March 2026. Across all service types, AI assistants increasingly structure answers as step-by-step guides for vetting contractors, emphasizing online reviews and professional certifications over direct brand endorsements.
Across 999 AI responses, Yelp is mentioned most, named in 56% of them, followed by Alphabet (55%) and Better Business Bureau (36%).
Parse measures each brand's mention rate — the share of answers naming it — across 999 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
AI responses consistently prioritize the vetting process: checking insurance, getting multiple quotes, and reading reviews on platforms like Yelp and
Google. While some franchises like ServiceMaster Clean and Anago are mentioned, no single cleaning company is consistently recommended above others, with the focus remaining on directories and due diligence.
Brands mentioned
AI responses consistently prioritize the vetting process: checking insurance, getting multiple quotes, and reading reviews on platforms like Yelp and
Google. While some franchises like ServiceMaster Clean and Anago are mentioned, no single cleaning company is consistently recommended above others, with the focus remaining on directories and due diligence.
AI consistently advises using online directories like Yelp, , and to find and vet contractors for property maintenance. Word-of-mouth referrals from professional networks and checking community platforms like are also common recommendations throughout the window.
How does a property manager find reliable contractors for maintenance and repairs?
AI consistently advises using online directories like Yelp,
Google, and
Angi to find and vet contractors for property maintenance. Word-of-mouth referrals from professional networks and checking community platforms like
Nextdoor are also common recommendations throughout the window.