HR AI Index
September 2026 Edition · The permanent record of this edition. The unqualified address always carries the latest edition.
Index Onboarding and employee experience September 2026 Edition

Internal communications and intranet

Asked as “employee intranet”, and as “internal communications platform”, on behalf of a mid-market B2B company. 49 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing
Contested
16% of first choices, contested.

By buyer segment

The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.

01The standing

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. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
01Happeo16%5%21accepted challenger
02Microsoft Teams16%0%13accepted challenger
03Simpplr10%8%36accepted challenger
04Microsoft SharePoint10%51%37criticized challenger
05Slack8%8%12accepted challenger
06Workvivo6%7%28accepted challenger
07Connecteam6%0%14accepted challenger
08ThoughtFarmer4%0%11accepted challenger
09MangoApps2%0%17accepted challenger
Show the six products at 0%, ordered by negative rate
15Atlassian Confluence0%33%12criticized challenger
12LumApps0%11%19accepted challenger
11Unily0%6%16accepted challenger
10Staffbase0%5%21accepted challenger
14Interact0%0%11accepted challenger
13Jostle0%0%11accepted challenger
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its vendor page.

Recommended versus criticized

Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.

Criticized challengerCriticized default
Negative label rate →
01
02
03
04
05
06
07
08
09
10
11
12
13
14
15
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative30%
Key
01Happeo16%
02Microsoft Teams16%
03Simpplr10%
04Microsoft SharePoint10%
05Slack8%
06Workvivo6%
07Connecteam6%
08ThoughtFarmer4%
09MangoApps2%
10Staffbase0%
11Unily0%
12LumApps0%
13Jostle0%
14Interact0%
15Atlassian Confluence0%

02What they warned about

Zero of twelve models held their first choice under the paraphrase. 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 and MiniMax M2.5 changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
Microsoft SharePoint
51%
19 of 37 labels negative · 11 of 12 models · 1 hard negative
“**SharePoint if you need a simple, low-maintenance intranet**” Perplexity Sonar, negative prompt
Jive
86%
6 of 7 labels negative · 6 of 12 models · 5 hard negative
“Platforms like **Jive** (owned by Aurea) once set the standard ... shift into "maintenance mode."... buying into a legacy platform will leave your team with a clunky tool” Gemini 3.5 Flash, negative prompt
Workplace from Meta
75%
6 of 8 labels negative · 6 of 12 models · 5 hard negative
“privacy concerns tied to Meta's ecosystem, inconsistent search/mobile, and declining support post-acquisition/shutdown rumors” Grok 4.1 Fast, negative prompt
Atlassian Confluence
33%
4 of 12 labels negative · 4 of 12 models
“Better as a **structured knowledge/documentation hub** than a full employee-comms intranet.” Perplexity Sonar, comparative prompt

03What they cite

Citations exist only for the models that return a source list: twelve of the twelve in this edition, and all six flagship models on the expanded tier.

Sites the answers cite

61 of 72 answers in this category came back with a source list, from 12 of 12 models: citations where the model returns them, or the search results it consulted. 6 of those lists are Google grounding redirects that name no site and are left out of the counts. 768 links across 172 sites, every framing counted. Ranked by the number of answers carrying the site or page.

vendor site · Workvivo30 answers · 60 citations · 11 models
vendor site · Simpplr28 answers · 51 citations · 9 models
vendor site · MangoApps28 answers · 47 citations · 10 models
vendor site · Guideflow27 answers · 29 citations · 10 models
23 answers · 23 citations · 11 models
vendor site · Oak21 answers · 28 citations · 9 models
16 answers · 30 citations · 7 models
vendor site · Happeo14 answers · 19 citations · 10 models
14 answers · 15 citations · 7 models
vendor site · Gartner14 answers · 15 citations · 7 models
14 answers · 15 citations · 7 models
vendor site · LumApps13 answers · 18 citations · 9 models

Pages the answers cite

The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.

04How they answered

Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ModelDirect“What is the best employee intranet for a mid-market B2B company?”Paraphrase“Which internal communications platform would you recommend to a mid-sized B2B company?”Comparative“What are the top intranet platforms and how do they differ?”Budget-constrained“What is the best employee intranet for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating an employee intranet. What should we look at?”Negative“Which intranet platforms should I avoid or be cautious about?”
Claude Haiku 4.5Happeo
Four alternativesInteract, LumApps, Microsoft SharePoint, ThoughtFarmer
Microsoft Teams, SlackChanged
Two alternativesMattermost, Rocket.Chat
against: Discord
Oak Engage
Four alternativesInvolv, LumApps, Microsoft SharePoint, Unily
Pebb
Three alternativesBitrix24, Connecteam, Noodle
no first choiceagainst: Happeo, Microsoft SharePoint
GPT-5.4 miniSimpplr
Four alternativesJostle, Microsoft SharePoint, Microsoft Viva Engage, Staffbase
against: Unily
Microsoft TeamsChanged
One alternativeSlack
no first choice
Eight alternativesHappeo, Jostle, LumApps, Microsoft SharePoint, Simpplr, Staffbase, Unily, Workvivo
Microsoft SharePoint
Three alternativesConnecteam, Jostle, Zoho Connect
no first choicenothing named
Gemini 3.5 FlashHappeo
Five alternativesAxero, Haystack, Simpplr, ThoughtFarmer, hubley
Workshop, WorkvivoChanged
Four alternativesAtlassian Confluence, Microsoft Teams, Notion, Slack
against: Workplace from Meta
no first choiceGoogle Sites, Microsoft SharePoint
Three alternativesConnecteam, HumHub, Jostle
against: Bitrix24
no first choiceagainst: Drupal, Jive, Joomla, Liferay, Microsoft SharePoint, WordPress
Perplexity SonarHappeo
Three alternativesMicrosoft SharePoint, Simpplr, ThoughtFarmer
Microsoft TeamsChanged
Four alternativesHappeo, Slack, Staffbase, Workvivo
Simpplr
Six alternativesHappeo, LumApps, Microsoft SharePoint, Staffbase, Unily, Workvivo
against: Atlassian Confluence
MyHub Intranet
Two alternativesConnecteam, Microsoft SharePoint
no first choiceagainst: Microsoft SharePoint
Grok 4.1 FastSimpplr, Workvivo
Five alternativesAxero, Blink, Happeo, Jostle, MangoApps
against: Google Sites, Microsoft Viva, SAP SuccessFactors
Microsoft TeamsChanged
Four alternativesGoogle Chat, Mattermost, Rocket.Chat, Slack
no first choiceBitrix24, Connecteam
Three alternativesJostle, MyHub Intranet, Zoho Connect
against: HumHub, Microsoft SharePoint
no first choiceagainst: Jive, LumApps, Microsoft SharePoint, Workplace from Meta
Mistral SmallSimpplr, ThoughtFarmer
Two alternativesMicrosoft SharePoint, SAP SuccessFactors
no first choiceChangedno first choiceConnecteam
Five alternativesAtlassian Confluence, Bitrix24, Google Sites, Microsoft Teams, Notion
no first choiceagainst: Atlassian Confluence, Jive, Microsoft SharePoint, Snapcomms, Workplace from Meta
DeepSeek V4 FlashHappeo, Simpplr
Three alternativesInteract, MangoApps, Microsoft SharePoint + Viva Connections
against: Atlassian Confluence
Microsoft Teams, SlackChangedno first choice
Seven alternativesAtlassian Confluence, MangoApps, Microsoft SharePoint + Viva Connections, Simpplr, Staffbase, Unily, Workvivo
Microsoft SharePoint, Pebb
Five alternativesConnecteam, Microsoft Teams, Oak Engage, ThoughtFarmer, Zoho Connect
against: Simpplr, Staffbase, Workvivo
no first choiceagainst: Jive, Microsoft SharePoint, Microsoft Viva Engage, Simpplr, Workplace from Meta, Workvivo
Llama 4 MaverickHappeo
Three alternativesSAP SuccessFactors, Simpplr, ThoughtFarmer
no first choiceChangedno first choiceno first choiceno first choiceagainst: Microsoft SharePoint, Simpplr, Workplace from Meta
Qwen 3.7 FlashHappeo
Two alternativesSimpplr, ThoughtFarmer
against: Atlassian Confluence, Microsoft SharePoint
Microsoft Teams, SlackChanged
Two alternativesMattermost, Rocket.Chat
no first choiceMicrosoft SharePoint, Zoho Connect
Two alternativesOak Engage, ThoughtFarmer
no first choiceagainst: Microsoft SharePointagainst: Cornerstone, IBM, Microsoft SharePoint, Oracle, SAP, SAP SuccessFactors
Kimi K2Happeo
Two alternativesSimpplr, ThoughtFarmer
Microsoft TeamsChanged
Three alternativesAgilityPortal, Simpplr, Slack
Microsoft SharePoint
Seven alternativesAtlassian Confluence, Flip, LumApps, Simpplr, Staffbase, Unily, Workvivo
against: Slack
Google Sites
Seven alternativesAtlassian Confluence, Bitrix24, Blink, Connecteam, Jostle, Notion, Zoho Connect
against: Microsoft SharePoint
no first choiceagainst: Adobe Flash-based intranets, Microsoft SharePoint, Older SAP versions, Windows Server 2012-based platforms, legacy Oracle systems
GLM 4.7 FlashXThoughtFarmer
Six alternativesConnecteam, Jostle, Microsoft SharePoint/Viva, SAP SuccessFactors, Simpplr, Workvivo
Microsoft Teams, SlackChanged
Three alternativesDiscord, Google Workspace, Zoom
MangoApps, Simpplr
Four alternativesLumApps, Staffbase, Unily, Workvivo
against: Microsoft SharePoint, Microsoft Viva
Connecteam
Three alternativesAtlassian Confluence, HumHub, Softr
against: Microsoft SharePoint
no first choiceagainst: Jive, Microsoft SharePoint
MiniMax M2.5Microsoft 365
Four alternativesBitrix24, Happeo, Igloo Software, Microsoft Viva
no first choiceChangedno first choice
Eight alternativesAtlassian Confluence, Flip, LumApps, MangoApps, Simpplr, Staffbase, Unily, Workvivo
against: Microsoft SharePoint
Microsoft SharePoint, Pebb
Two alternativesMyHub Intranet, Zoho Connect
Happeo, MangoApps, Simpplr, Workvivoagainst: Microsoft SharePointagainst: Jive, LumApps, Microsoft SharePoint, Snapcomms, Workplace from Meta
Bold is the first choiceAlternatives are counted; the count opens them.What the answer argued against

05The record

One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency. Full answer text is in the free responses file. Download the record
Seventy-two rows: every prompt, every model, every answer.
PromptModelVersion stringTime (UTC)SearchedSourcesLatency
Direct recommendationClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 20:48yes98 s
Direct recommendationGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 21:11yes36 s
Direct recommendationGemini 3.5 Flashgemini-3.5-flash2026-09-17 22:08yes1553 s
Direct recommendationPerplexity Sonarsonar2026-09-17 20:49yes206 s
Direct recommendationGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 21:18yes3121 s
Direct recommendationMistral Smallmistral/mistral-small via mistral2026-09-17 18:45yes68 s
Direct recommendationDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 18:35yes2522 s
Direct recommendationLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 19:39yes54 s
Direct recommendationQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 18:13yes524 s
Direct recommendationKimi K2moonshotai/kimi-k2 via novita2026-09-17 18:11yes1325 s
Direct recommendationGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 19:21yes1384 s
Direct recommendationMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 20:49no058 s
ParaphraseClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 18:08no06 s
ParaphraseGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 18:24no04 s
ParaphraseGemini 3.5 Flashgemini-3.5-flash2026-09-17 18:40yes1324 s
ParaphrasePerplexity Sonarsonar2026-09-17 21:28yes206 s
ParaphraseGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 19:35yes3618 s
ParaphraseMistral Smallmistral/mistral-small via mistral2026-09-17 21:04no03 s
ParaphraseDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 17:56yes1011 s
ParaphraseLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 19:58yes52 s
ParaphraseQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 20:00no026 s
ParaphraseKimi K2moonshotai/kimi-k2 via novita2026-09-17 20:44yes1018 s
ParaphraseGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 21:38no022 s
ParaphraseMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 18:22no058 s
ComparativeClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 18:02yes99 s
ComparativeGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 19:48yes712 s
ComparativeGemini 3.5 Flashgemini-3.5-flash2026-09-17 18:51yes1526 s
ComparativePerplexity Sonarsonar2026-09-17 20:35yes2010 s
ComparativeGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 21:21yes2814 s
ComparativeMistral Smallmistral/mistral-small via mistral2026-09-17 21:24yes55 s
ComparativeDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 21:27yes913 s
ComparativeLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 18:12yes53 s
ComparativeQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 20:51yes516 s
ComparativeKimi K2moonshotai/kimi-k2 via novita2026-09-17 21:45yes1033 s
ComparativeGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 19:40yes31340 s
ComparativeMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 18:12yes522 s
Budget constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 18:03yes99 s
Budget constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 21:44yes36 s
Budget constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 22:06yes1258 s
Budget constrainedPerplexity Sonarsonar2026-09-17 18:05yes204 s
Budget constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 17:53yes3417 s
Budget constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 21:46yes55 s
Budget constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 21:38yes88 s
Budget constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 18:42yes53 s
Budget constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 18:03yes518 s
Budget constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 20:17yes1525 s
Budget constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 21:25yes3065 s
Budget constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 19:01yes516 s
Scale constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 21:07no06 s
Scale constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 20:32no08 s
Scale constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 18:30yes1320 s
Scale constrainedPerplexity Sonarsonar2026-09-17 18:14yes209 s
Scale constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 20:36yes1811 s
Scale constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 19:48no07 s
Scale constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 20:38yes916 s
Scale constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 18:18yes54 s
Scale constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 20:51yes526 s
Scale constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 20:42yes1531 s
Scale constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 21:48yes1493 s
Scale constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 18:36yes1033 s
Negative framingClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 20:42yes1810 s
Negative framingGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 19:16no05 s
Negative framingGemini 3.5 Flashgemini-3.5-flash2026-09-17 19:36yes2021 s
Negative framingPerplexity Sonarsonar2026-09-17 20:06yes2011 s
Negative framingGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 19:15yes3617 s
Negative framingMistral Smallmistral/mistral-small via mistral2026-09-17 18:05yes56 s
Negative framingDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 20:44yes2925 s
Negative framingLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 20:01yes95 s
Negative framingQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 21:10yes532 s
Negative framingKimi K2moonshotai/kimi-k2 via novita2026-09-17 20:24yes2935 s
Negative framingGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 18:42yes2564 s
Negative framingMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 20:46yes1224 s

Normalization in this category

Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.

Category-scoped readings
Confluence read as Atlassian Confluence
Confluence (Atlassian) read as Atlassian Confluence
Confluence by Atlassian read as Atlassian Confluence
Igloo read as Igloo Software
MyHub read as MyHub Intranet
Powell read as Powell Intranet
SAP SuccessFactors HCM read as SAP SuccessFactors
SharePoint read as Microsoft SharePoint
SuccessFactors read as SAP SuccessFactors
Workplace by Meta read as Workplace from Meta
Unresolved, counted raw
Adobe Flash-based intranets
Hoxhunt
Nextcloud
Older SAP versions
SharePoint/Viva Connections
Windows Server 2012-based platforms
legacy Oracle systems
Discontinued, still offered
No shut-down product was recommended here.
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