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Internal communications and intranet · September 2026 Edition

Happeo vs Microsoft SharePoint

Seven of twelve models named Happeo first on the direct prompt; zero named Microsoft SharePoint. Happeo was named by eleven of the twelve models and Microsoft SharePoint by twelve and Happeo carries 21 labels and Microsoft SharePoint 37, so the shares are not directly comparable.

Happeo

accepted challenger

Named in two categories this edition.

Microsoft SharePoint

criticized challenger

Named in two categories this edition.

First-choice share16%10%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate5%51%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#4A position in a field of 15; printed, not drawn.
Labels2137A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Happeo 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 Microsoft Teams · Happeo vs Simpplr · Happeo vs Slack

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.
HappeoFirst choices, of twelve modelsMicrosoft SharePoint
Direct701 against Microsoft SharePoint
Paraphrase00
Comparative012 against Microsoft SharePoint
Budget-constrained053 against Microsoft SharePoint
Scale-constrained102 against Microsoft SharePoint
Negative001 against Happeo · 11 against Microsoft SharePoint
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.

Across every category in the September 2026 Edition, Happeo and Microsoft SharePoint were named in the same answer thirty-one times, of the 58 answers naming Happeo and the 119 naming Microsoft SharePoint. In those answers Microsoft SharePoint took the first choice four times and Happeo ten.

Every model, every framing

The seventy-two answers behind the chart above, one cell each: where Happeo and Microsoft SharePoint stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
Happeo Microsoft SharePoint first choice named as an alternative argued againstblank: not namedEach cell is one answer, Happeo on the left and Microsoft SharePoint on the right.

The direct prompt

The plain question, one answer per model, grouped by where Happeo and Microsoft SharePoint stood in it.

Happeo first, Microsoft SharePoint an alternative

7 of 12 modelsMicrosoft SharePoint was named in the answer but not as the choice, or not at all.
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
DeepSeek V4 FlashHappeo, Simpplr alternatives: Interact, MangoApps, Microsoft SharePoint + Viva Connections
Llama 4 MaverickHappeo alternatives: SAP SuccessFactors, Simpplr, ThoughtFarmer
Qwen 3.7 FlashHappeo alternatives: Simpplr, ThoughtFarmer
Kimi K2Happeo alternatives: Simpplr, ThoughtFarmer

Neither was the first choice, one was named

4 of 12 modelsThe answer put something else first and named one of the two as an alternative.
GPT-5.4 miniSimpplr alternatives: Jostle, Microsoft SharePoint, Microsoft Viva Engage, Staffbase
Grok 4.1 FastSimpplr, Workvivo alternatives: Axero, Blink, Happeo, Jostle, MangoApps
Mistral SmallSimpplr, ThoughtFarmer alternatives: Microsoft SharePoint, SAP SuccessFactors
MiniMax M2.5Microsoft 365 alternatives: Bitrix24, Happeo, Igloo Software, Microsoft Viva

Neither was named

1 of 12 modelsThe answer made no first choice from these two in this category.
GLM 4.7 FlashXThoughtFarmer alternatives: Connecteam, Jostle, Microsoft SharePoint/Viva, SAP SuccessFactors, Simpplr, Workvivo

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
Microsoft SharePoint leads by seventeen points.
Microsoft SharePoint24%#1 of 14
Happeo7%#4 of 14
The full small business standing →
Mid-marketThe figures above
The order flips: Happeo leads at mid-market.
Happeo16%#1 of 15
Microsoft SharePoint10%#4 of 15
The full mid-market standing →
Enterprise
The order flips: Microsoft SharePoint leads at enterprise.
Microsoft SharePoint19%#2 of 11
Happeo0%#– of 11
The full enterprise standing →

What the models said about Happeo

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.

“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 Microsoft SharePoint

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.

“SharePoint if you need a simple, low-maintenance intranet” Perplexity Sonar · negative prompt · hard negative
“Great for document management but frustrating as a full intranet—90% of projects reportedly underperform without heavy customization” Grok 4.1 Fast · negative prompt · soft negative
“Out of the box, SharePoint is a document repository, not an intranet... Who should avoid it: Organizations with small HR/IT teams” Qwen 3.7 Flash · negative prompt · soft negative
“For most companies on a tight budget, Pebb (free tier) or Microsoft SharePoint/Teams (if you already use Microsoft 365) offer the best value-to-cost ratio.” DeepSeek V4 Flash · budget prompt · first choice
“Start with SharePoint or Google Sites. It costs $0 extra and aligns with security protocols” Gemini 3.5 Flash · budget prompt · first choice
“SharePoint is often the best value, because it's included in many Microsoft plans” GPT-5.4 mini · budget prompt · first choice
Also compared
Happeo vs Microsoft TeamsHappeo vs SimpplrHappeo vs SlackHappeo vs WorkvivoHappeo vs ConnecteamHappeo vs ThoughtFarmerMicrosoft Teams vs Microsoft SharePointSimpplr vs Microsoft SharePointMicrosoft SharePoint vs SlackMicrosoft SharePoint vs WorkvivoMicrosoft SharePoint vs ConnecteamMicrosoft SharePoint 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.