Internal communications and intranet · September 2026 Edition
Workvivo vs ThoughtFarmer
One of twelve models named Workvivo first on the direct prompt; two named ThoughtFarmer. Workvivo was named by twelve of the twelve models and ThoughtFarmer by nine and Workvivo carries 28 labels and ThoughtFarmer 11, so the shares are not directly comparable.
Named in three categories this edition.
Named in one category this edition.
First-choice share6%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate7%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#6#8A position in a field of 15; printed, not drawn.
Labels2811A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Workvivo reading right to left. Rank and label count are printed, not drawn.Simpplr was named alongside these two in ten of the twelve direct answers. Happeo vs Workvivo · Happeo vs ThoughtFarmer · Microsoft Teams vs Workvivo
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; every quote names the model and the prompt it came from. Both figures come from the internal communications and intranet page.
By framing
How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
WorkvivoFirst choices, of twelve modelsThoughtFarmer
Direct12
Paraphrase10
Comparative00
Budget-constrained001 against Workvivo
Scale-constrained10
Negative101 against Workvivo
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.
Every model, every framing
The seventy-two answers behind the chart above, one cell each: where Workvivo and ThoughtFarmer stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | |||||
| GPT-5.4 mini | | |||||
| Gemini 3.5 Flash | | | ||||
| Perplexity Sonar | | | | |||
| Grok 4.1 Fast | | | ||||
| Mistral Small | | |||||
| DeepSeek V4 Flash | | | | |||
| Llama 4 Maverick | | |||||
| Qwen 3.7 Flash | | | | |||
| Kimi K2 | | | ||||
| GLM 4.7 FlashX | | | ||||
| MiniMax M2.5 | | |
Workvivo ThoughtFarmer first choice named as an alternative argued againstblank: not namedEach cell is one answer, Workvivo on the left and ThoughtFarmer on the right.The direct prompt
The plain question, one answer per model, grouped by where Workvivo and ThoughtFarmer stood in it.
Workvivo first, ThoughtFarmer not the choice
1 of 12 modelsThoughtFarmer was named in the answer but not as the choice, or not at all.Grok 4.1 FastSimpplr, Workvivo alternatives: Axero, Blink, Happeo, Jostle, MangoApps
ThoughtFarmer first, Workvivo an alternative
2 of 12 modelsWorkvivo was named in the answer but not as the choice, or not at all.Mistral SmallSimpplr, ThoughtFarmer alternatives: Microsoft SharePoint, SAP SuccessFactors
GLM 4.7 FlashXThoughtFarmer alternatives: Connecteam, Jostle, Microsoft SharePoint/Viva, SAP SuccessFactors, Simpplr, Workvivo
Neither was the first choice, one was named
6 of 12 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5Happeo alternatives: Interact, LumApps, Microsoft SharePoint, ThoughtFarmer
Gemini 3.5 FlashHappeo alternatives: Axero, Haystack, Simpplr, ThoughtFarmer, hubley
Perplexity SonarHappeo alternatives: Microsoft SharePoint, Simpplr, ThoughtFarmer
Llama 4 MaverickHappeo alternatives: SAP SuccessFactors, Simpplr, ThoughtFarmer
Qwen 3.7 FlashHappeo alternatives: Simpplr, ThoughtFarmer
Kimi K2Happeo alternatives: Simpplr, ThoughtFarmer
Neither was named
3 of 12 modelsThe answer made no first choice from these two in this category.GPT-5.4 miniSimpplr alternatives: Jostle, Microsoft SharePoint, Microsoft Viva Engage, Staffbase
DeepSeek V4 FlashHappeo, Simpplr alternatives: Interact, MangoApps, Microsoft SharePoint + Viva Connections
MiniMax M2.5Microsoft 365 alternatives: Bitrix24, Happeo, Igloo Software, Microsoft Viva
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Level: the same share of first choices.
Workvivo0%#13 of 14ThoughtFarmer0%#– of 14Mid-marketThe figures above
Workvivo leads by two points.
Workvivo6%#6 of 15ThoughtFarmer4%#8 of 15Enterprise
Workvivo leads by five points.
Workvivo5%#4 of 11ThoughtFarmer0%#– of 11What the models said about Workvivo
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“(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
What the models said about ThoughtFarmer
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Simpplr and ThoughtFarmer are top choices due to their modern features, ease of use, and strong user reviews” Mistral Small · direct prompt · first choice
“making it the top recommendation for your use case” GLM 4.7 FlashX · direct prompt · first choice
“ThoughtFarmer if you want a purpose-built mid-market intranet with transparent per-user pricing” Perplexity Sonar · direct prompt · alternative
Also compared
Happeo vs WorkvivoHappeo vs ThoughtFarmerMicrosoft Teams vs WorkvivoMicrosoft Teams vs ThoughtFarmerSimpplr vs WorkvivoSimpplr vs ThoughtFarmerMicrosoft SharePoint vs WorkvivoMicrosoft SharePoint vs ThoughtFarmerSlack vs WorkvivoSlack vs ThoughtFarmerWorkvivo vs ConnecteamConnecteam vs ThoughtFarmerAll twenty-eight head-to-head pages and the full internal communications standing
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.