# CPQ for small business buyers: what AI models recommend, September 2026

GTM AI Recommendation Index, September 2026 Edition. Asked as "CPQ software" and as "configure, price, quote tool", six framings each, to twelve models with search on, on behalf of a small B2B company. Page: https://gtm-ai-index.com/revops/cpq/smb/

**Standing:** PandaDoc leads with 54% of first choices; verdict clear leader. 52 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | PandaDoc | 54% | 0% | 64 |
| 2 | QuoteWerks | 13% | 0% | 47 |
| 3 | DealHub | 10% | 9% | 33 |
| 4 | HubSpot Commerce Hub | 6% | 0% | 39 |
| 5 | Proposify | 2% | 0% | 21 |
| 6 | Kickflip | 2% | 7% | 14 |
| 7 | Conga CPQ | 0% | 60% | 10 |
| 8 | SAP CPQ | 0% | 88% | 17 |
| 9 | Oracle CPQ | 0% | 93% | 27 |
| 10 | Salesforce CPQ | 0% | 84% | 45 |

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: QuoteWerks; alternatives DealHub, HubSpot Commerce Hub, PandaDoc
- GPT-5.4 mini: PandaDoc; alternatives QuoteWerks, Salesforce CPQ / Revenue Management
- Gemini 3.5 Flash: HubSpot Connected CPQ & Commerce Hub; alternatives DealHub, Kickflip, PandaDoc, QuoteWerks
- Perplexity Sonar: PandaDoc; alternatives DealHub, HubSpot Commerce Hub, QuoteWerks
- Grok 4.1 Fast: PandaDoc; alternatives Proposify, QuoteWerks
- Mistral Small: PandaDoc; alternatives Dock, QuoteWerks
- DeepSeek V4 Flash: Proposify; alternatives DealHub, HubSpot's built-in quoting, PandaDoc, QuoteWerks
- Llama 4 Maverick: no first choice; alternatives PandaDoc
- Qwen 3.7 Flash: PandaDoc, QuoteWerks; alternatives DealHub, Proposify
- Kimi K2: PandaDoc; alternatives DealHub, HubSpot Commerce Hub, QuoteWerks
- GLM 4.7 FlashX: PandaDoc, QuoteWerks; alternatives ConnectWise CPQ, DealHub, Dock, Kickflip
- MiniMax M2.5: PandaDoc; alternatives DealHub, Monday.com CPQ, Proposify, Quotient

## Sources the answers cite

22 of 72 answers came back with a source list, from 4 of 12 models. Sites named in the most answers:

- pandadoc.com: 9 answers, 11 citations
- gokickflip.com: 9 answers, 9 citations
- guideflow.com: 8 answers, 11 citations
- g2.com: 7 answers, 12 citations
- salesbricks.com: 7 answers, 7 citations
- cincom.com: 6 answers, 11 citations
- monday.com: 6 answers, 8 citations
- salesforce.com: 5 answers, 7 citations

Pages named in the most answers:

- https://gokickflip.com/blog/best-cpq-software-for-small-business (9 answers)
- https://guideflow.com/blog/best-cpq-software (8 answers)
- https://g2.com/categories/cpq/small-business (7 answers)
- https://pandadoc.com/blog/cpq-for-small-business (7 answers)
- https://salesbricks.com/blog/best-cpq-software-for-small-business (7 answers)
- https://cincom.com/blog/cpq/best-cpq-tools (5 answers)
- https://gartner.com/reviews/market/configure-price-quote-applications (5 answers)
- https://monday.com/blog/crm-and-sales/cpq-software (5 answers)
- https://mobileappdaily.com/products/best-cpq-software (4 answers)
- https://qobra.co/blog/cpq-software (4 answers)

## Warned against

- Salesforce CPQ: 38 of 45 labels negative. "Salesforce CPQ runs 6+ weeks with a certified implementation partner and usually adds five figures to the total cost ... a small team rarely has the admin hours to keep it running." (Claude Haiku 4.5, negative prompt)
- Oracle CPQ: 25 of 27 labels negative. "Why to avoid: ... For an SMB using lightweight tools like QuickBooks, Xero, or HubSpot, Oracle CPQ is absolute overkill." (Gemini 3.5 Flash, negative prompt)
- SAP CPQ: 15 of 17 labels negative. "Why to avoid: Implementation Gridlock: Implementation is a massive undertaking that requires specialized SAP consultants." (Gemini 3.5 Flash, negative prompt)
- Conga CPQ: 6 of 10 labels negative. "the biggest trap you can fall into is buying an enterprise-grade CPQ (like Salesforce CPQ, SAP, or Conga)" (Gemini 3.5 Flash, scale prompt)

## Record

- Method: https://gtm-ai-index.com/methodology/
- Raw judge labels and full responses: https://gtm-ai-index.com/data/
- License: CC BY 4.0. Cite as GTM AI Recommendation Index, September 2026 Edition, gtm-ai-index.com.