# ThriveSparrow Engage: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 17 judge labels across 1 category by 10 of 14 models. Page: https://www.gane.ai/index/hr/vendors/thrivesparrow-engage

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Employee engagement surveys](https://www.gane.ai/index/hr/experience/employee-engagement-surveys/index.md) | 2% | 7 | 6% | 17 |

## What the models said for it

- "Best HR Features per Dollar | Workleap (Officevibe) or ThriveSparrow" (Gemini 3.5 Flash, Employee engagement surv)
- "Best for SMB and mid-market teams that want low per-employee pricing and reach deskless employees: ThriveSparrow Engage starts at $3 per employee/month" (Muse Glimmer 30B, Employee engagement surv)
- "Cheapest Dedicated Option ... Specifically designed for growing and frontline teams at a very low cost per employee." (DeepSeek V4 Flash, Employee engagement surv)
- "Best for growing and frontline teams: ThriveSparrow (AI-powered, from $3/employee/month)" (Muse Glimmer 30B, Employee engagement surv)

## And against it

- "Niche for mid-market with neuroscience/AI focus; good for frontline/growing B2B but less established." (Grok 4.20, Employee engagement surv)

## 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 | 1 | 0 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.20 | 0 | 1 | 0 | 1 | 2 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 2 | 0 | 0 | 2 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 2 | 0 | 0 | 2 |
| MiniMax M2.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 3 | 0 | 0 | 3 |

## Sources returned with these answers

The sites and pages cited by the answers that named ThriveSparrow Engage, from 43 of the 43 answers that named it (only the models that return a source list).

### Domains cited

- thrivesparrow.com: 41 (its own site)
- leadchangegroup.com: 19
- feedbackpulse.com: 16
- firsthr.app: 16
- peoplemanagingpeople.com: 15
- fitsmallbusiness.com: 13
- hrstacks.com: 12
- paycor.com: 12
- culturemonkey.io: 11
- leapsome.com: 11

### Pages cited

- https://thrivesparrow.com/blog/employee-engagement-survey-vendors: 25
- https://thrivesparrow.com/blog/employee-pulse-survey-tools: 19
- https://firsthr.app/compare/performance/employee-engagement-platform: 13
- https://fitsmallbusiness.com/employee-engagement-tools: 13
- https://hrstacks.com/employee-engagement-software: 12
- https://paycor.com/resource-center/articles/best-employee-pulse-survey-tools: 12
- https://peoplemanagingpeople.com/tools/best-employee-pulse-survey-tools: 11
- https://feedbackpulse.com/resources/affordable-employee-surveys-tools: 10

## What it publishes

Every page thrivesparrow.com exposes, read 2026-09-29: 1433 addresses. By kind, pages and the last 90 days:

- blog: 419 pages, 2 in the last 90 days, latest 2026-09-23
- case study: 22 pages, 1 in the last 90 days, latest 2026-08-13
- webinar or virtual event: 3 pages, 0 in the last 90 days, latest undated
- comparison: 45 pages, 0 in the last 90 days, latest 2026-06-02
- template or tool: 65 pages, 8 in the last 90 days, latest 2026-08-31
- glossary or explainer: 14 pages, 0 in the last 90 days, latest 2026-04-03
- podcast or video: 1 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-23 blog: Employee engagement survey vendors https://thrivesparrow.com/blog/employee-engagement-survey-vendors
- Recent: 2026-08-31 template or tool: Diversity and inclusion survey https://thrivesparrow.com/templates/diversity-and-inclusion-survey
- Recent: 2026-08-31 template or tool: Employee benefits survey template https://thrivesparrow.com/templates/employee-benefits-survey-template
- Recent: 2026-08-31 template or tool: Mid year performance review https://thrivesparrow.com/templates/mid-year-performance-review
- Recent: 2026-08-27 template or tool: Annual performance review template https://thrivesparrow.com/templates/annual-performance-review-template
- Recent: 2026-08-27 template or tool: Employee engagement survey template https://thrivesparrow.com/templates/employee-engagement-survey-template

## Record

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