# The ROI Shop: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 16 judge labels across 1 category by 11 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/the-roi-shop

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Value selling tools](https://www.gane.ai/index/gtm/sales/value-selling-tools/index.md) | 8% | 4 | 12% | 16 |

## What the models said for it

- "If you want reps to own ROI creation with light oversight: The ROI Shop / ValueNavigator — strong governance with field usability." (Muse Glimmer 30B, Value selling)
- "Best Overall for Sales-Led Mid-Market Deals: Minoa or The ROI Shop" (Gemini 3.5 Flash, Value selling)
- "The ROI Shop would be the strongest default recommendation" (Perplexity Sonar, Value selling)
- "Look into Minoa or The ROI Shop." (Gemini 3.5 Flash, Value selling)

## And against it

- "faster to deploy but with less governance and limited post-sale functionality" (Perplexity Sonar, Value selling)
- "A narrower fit if you don't need a full value-selling workflow." (GPT-6 Luna, Value selling)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named The ROI Shop, from 47 of the 47 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 36
- theroishop.com: 23 (its own site)
- sourceforge.net: 20
- mediafly.com: 15
- minoa.io: 15
- topbusinesssoftware.com: 14
- gane.ai/index: 13
- slashdot.org: 13
- guideflow.com: 11
- plugroute.com: 10

### Pages cited

- https://g2.com/categories/value-selling-tools/enterprise: 15
- https://g2.com/categories/value-selling-tools: 14
- https://minoa.io/resources/blog/best-sales-roi-calculator-tools-2026: 13
- https://guideflow.com/blog/value-selling-tools: 11
- https://plugroute.com/best-value-selling-tools: 10
- https://theroishop.com/blogs/best-roi-calculator-software-2027: 9
- https://theroishop.com/blogs/best-value-selling-software-2027: 9
- https://www.gane.ai/index/gtm/sales/value-selling-tools/enterprise: 8

## What it publishes

Every page theroishop.com exposes, read 2026-10-05: 42 addresses. By kind, pages and the last 90 days:

- blog: 5 pages, 4 in the last 90 days, latest 2026-10-02
- case study: 5 pages, 0 in the last 90 days, latest undated
- comparison: 1 pages, 1 in the last 90 days, latest 2026-09-22
- template or tool: 2 pages, 0 in the last 90 days, latest undated
- Recent: 2026-10-02 blog: Ai roi business case from sales call https://theroishop.com/blogs/ai-roi-business-case-from-sales-call
- Recent: 2026-09-29 blog: Sales call transcript to roi business case https://theroishop.com/blogs/sales-call-transcript-to-roi-business-case
- Recent: 2026-09-28 blog: Cost of inaction b2b sales https://theroishop.com/blogs/cost-of-inaction-b2b-sales
- Recent: 2026-09-22 comparison: Roi application vs ai prompts https://theroishop.com/blogs/roi-application-vs-ai-prompts
- Recent: 2026-09-21 blog: Roi software comparison https://theroishop.com/blogs/roi-software-comparison

## 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.