# Thumbtack: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/finance/vendors/thumbtack

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Contractor payments](https://www.gane.ai/index/finance/spend/contractor-payments/index.md) | 0% | 94 | 100% | 1 |

## And against it

- "avoid Thumbtack" (GLM 4.7 FlashX, Contractor payments)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Thumbtack, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- reddit.com: 3
- trustpilot.com: 3
- apps.apple.com: 2
- bbb.org: 2
- consumeraffairs.com: 2
- paypal.com: 2
- photonpay.com: 2
- amtrustfinancial.com: 1
- bill.com: 1
- build-folio.com: 1

### Pages cited

- https://consumeraffairs.com/homeowners/thumbtack.html: 2
- https://photonpay.com/hk/blog/article/contractor-payments: 2
- https://trustpilot.com/review/thumbtack.com: 2
- https://trustpilot.com/review/workmarket.com: 2
- https://amtrustfinancial.com/blog/small-business/5-easy-payment-methods-for-independent-contractors: 1
- https://apps.apple.com/us/app/invoice-simple-invoice-maker/id694831622: 1
- https://apps.apple.com/us/app/thumbtack-for-professionals/id908795016: 1
- https://bbb.org/us/ca/alviso/profile/payment-processing-services/billcom-llc-1216-1000005293/customer-reviews: 1

## Record

- Method: https://www.gane.ai/index/finance/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/finance.