# Sales Cookie: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 16 judge labels across 2 categories by 12 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/sales-cookie

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Sales commissions and incentive compensation](https://www.gane.ai/index/gtm/revops/sales-commissions-and-incentive-compensation/index.md) | 13% | 3 | 0% | 15 |
| [Sales gamification](https://www.gane.ai/index/gtm/sales/sales-gamification/index.md) | 0% | 50 | 100% | 1 |

## What the models said for it

- "For most small companies with limited budgets, Sales Cookie is likely your best choice" (GLM 4.7 FlashX, Commissions)
- "Sales Cookie if you're a startup ... or want the best reputation/value balance" (DeepSeek V4 Flash, Commissions)
- "Start with Sales Cookie (if you qualify for free) or QuotaPath" (Kimi K2, Commissions)
- "Commissionly and Sales Cookie offer the most accessible entry points" (Claude Haiku 4.5, Commissions)

## And against it

- "Frequent issues: Poor or slow customer support... Caution if: You need quick onboarding or responsive support." (Grok 4.20, Sales gamification)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 0 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 1 | 0 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 1 | 0 | 1 | 2 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 1 | 0 | 1 | 0 | 2 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 1 | 0 | 1 | 0 | 2 |
| GLM 4.7 FlashX | 1 | 0 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 1 | 0 | 0 | 0 | 1 |
| Muse Glimmer 30B | 1 | 0 | 1 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Sales Cookie, from 51 of the 53 answers that named it (only the models that return a source list).

### Domains cited

- softwareadvice.com: 32
- salescookie.com: 25 (its own site)
- quotapath.com: 24
- capterra.com: 23
- getapp.com: 21
- spotsaas.com: 21
- technologyadvice.com: 21
- firsthr.app: 19
- qobra.co: 16
- g2.com: 15

### Pages cited

- https://softwareadvice.com/commission: 25
- https://firsthr.app/compare/payroll/sales-compensation-software: 19
- https://softwareadvice.com/commission/small-business: 17
- https://spotsaas.com/list/sales-commission-software/for-small-business: 16
- https://technologyadvice.com/blog/sales/sales-commission-software: 16
- https://salescookie.com/BestCommissionSoftware: 14
- https://getapp.com/sales-software/commission/org/small-business: 11
- https://quotapath.com/pricing: 11

## In its own words

What Sales Cookie's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: AI Sales Commission Software (https://salescookie.com/)
- For: SMBs (https://salescookie.com/)
- Price stated: $30.00-$50.00 (https://salescookie.com/)
- Starting price: $30.00 (https://salescookie.com/)
- Free plan or trial: Free Trial (https://salescookie.com/)
- Integrations claimed: 30 (https://salescookie.com/)
- Certifications: ISO 27018, HIPAA, GDPR, SOC 2

## What it publishes

Every page salescookie.com exposes, read 2026-09-29: 289 addresses. By kind, pages and the last 90 days:

- blog: 164 pages, 7 in the last 90 days, latest 2026-08-11
- case study: 1 pages, 0 in the last 90 days, latest 2026-05-05
- report or ebook: 1 pages, 0 in the last 90 days, latest 2019-05-01
- comparison: 6 pages, 0 in the last 90 days, latest 2026-06-02
- template or tool: 2 pages, 0 in the last 90 days, latest 2021-09-02
- glossary or explainer: 8 pages, 0 in the last 90 days, latest 2024-05-01
- podcast or video: 2 pages, 0 in the last 90 days, latest 2026-05-29
- Recent: 2026-08-11 blog: Sales commission structures benchmarked ote pay mix and quota ratios for 2026 https://blog.salescookie.com/2026/08/10/sales-commission-structures-benchmarked-ote-pay-mix-and-quota-ratios-for-2026
- Recent: 2026-08-11 blog: Sales commission software the 2026 statistics that justify the investment https://blog.salescookie.com/2026/08/10/sales-commission-software-the-2026-statistics-that-justify-the-investment
- Recent: 2026-07-20 blog: Twelve lessons from a large sales commission deployment https://blog.salescookie.com/2026/07/20/twelve-lessons-from-a-large-sales-commission-deployment
- Recent: 2026-07-20 blog: Preventing sales commission overpayments how to stop the 3 5 leak https://blog.salescookie.com/2026/07/20/preventing-sales-commission-overpayments-how-to-stop-the-3-5-leak
- Recent: 2026-07-20 blog: The sales commission statement anatomy templates and best practices https://blog.salescookie.com/2026/07/20/the-sales-commission-statement-anatomy-templates-and-best-practices
- Recent: 2026-07-08 blog: Shadow accounting in sales why 62 of reps verify their own commissions https://blog.salescookie.com/2026/07/08/shadow-accounting-in-sales-why-62-of-reps-verify-their-own-commissions

## Record

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