# Happeo vs Workvivo: which do AI models recommend for internal communications, September 2026

HR AI Recommendation Index, September 2026 Edition, Internal communications and intranet. Seven of twelve models named Happeo first on the direct prompt; one named Workvivo. Page: https://hr-ai-index.com/experience/internal-communications-and-intranet/happeo-vs-workvivo/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Happeo | 16% | #1 of 15 | 5% | 21 | 11 of 12 |
| Workvivo | 6% | #6 of 15 | 7% | 28 | 12 of 12 |

## The direct prompt, model by model

- Claude Haiku 4.5: happeo first (first choices: Happeo) (alternatives: Interact, LumApps, Microsoft SharePoint, ThoughtFarmer)
- Gemini 3.5 Flash: happeo first (first choices: Happeo) (alternatives: Axero, Haystack, Simpplr, ThoughtFarmer, hubley)
- Perplexity Sonar: happeo first (first choices: Happeo) (alternatives: Microsoft SharePoint, Simpplr, ThoughtFarmer)
- DeepSeek V4 Flash: happeo first (first choices: Happeo, Simpplr) (alternatives: Interact, MangoApps, Microsoft SharePoint + Viva Connections)
- Llama 4 Maverick: happeo first (first choices: Happeo) (alternatives: SAP SuccessFactors, Simpplr, ThoughtFarmer)
- Qwen 3.7 Flash: happeo first (first choices: Happeo) (alternatives: Simpplr, ThoughtFarmer)
- Kimi K2: happeo first (first choices: Happeo) (alternatives: Simpplr, ThoughtFarmer)
- Grok 4.1 Fast: workvivo first (first choices: Simpplr, Workvivo) (alternatives: Axero, Blink, Happeo, Jostle, MangoApps)
- GLM 4.7 FlashX: neither first, one named (first choices: ThoughtFarmer) (alternatives: Connecteam, Jostle, Microsoft SharePoint/Viva, SAP SuccessFactors, Simpplr, Workvivo)
- MiniMax M2.5: neither first, one named (first choices: Microsoft 365) (alternatives: Bitrix24, Happeo, Igloo Software, Microsoft Viva)
- GPT-5.4 mini: neither named (first choices: Simpplr) (alternatives: Jostle, Microsoft SharePoint, Microsoft Viva Engage, Staffbase)
- Mistral Small: neither named (first choices: Simpplr, ThoughtFarmer) (alternatives: Microsoft SharePoint, SAP SuccessFactors)

## What the models said about Happeo

- "Happeo is less compelling outside Google Workspace environments" (Claude Haiku 4.5, negative prompt, soft negative)
- "Happeo - a best overall intranet platform for small and mid-sized companies, with fast setup, a search and knowledge layer" (Llama 4 Maverick, direct prompt, first choice)
- "Happeo is the strongest default recommendation when your company already uses Google Workspace" (Perplexity Sonar, direct prompt, first choice)
- "recommend platforms like Simpplr, Happeo, MangoApps, or Workvivo as strong fits" (MiniMax M2.5, scale prompt, first choice)

## What the models said about Workvivo

- "(Simpplr, Staffbase, Workvivo) have user minimums or $20k+/year price tags — avoid these for small budgets" (DeepSeek V4 Flash, budget prompt, hard negative)
- "Workvivo can be overwhelming for smaller teams" (DeepSeek V4 Flash, negative prompt, soft negative)
- "The Broadcast Layer (News & Announcements): Workvivo (for social culture) OR Workshop (for email-first teams)" (Gemini 3.5 Flash, paraphrase prompt, first choice)
- "Top-Rated Alternatives (4.5+): Workvivo, Simpplr, Staffbase, Blink, Unily, Igloo—praised for mobile, engagement, ease." (Grok 4.1 Fast, negative prompt, first choice)
- "recommend platforms like Simpplr, Happeo, MangoApps, or Workvivo as strong fits" (MiniMax M2.5, scale prompt, first choice)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve models, for a mid-market B2B company; rank is within the category. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.