| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Internal communications and intranet | Onboarding and employee experience | 0% | 19 of 80 | 11% | 19 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 0 | 0 | 2 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 1 | 0 | 1 |
| Perplexity Sonar | 0 | 1 | 1 | 0 | 2 |
| Grok 4.1 Fast | 0 | 0 | 2 | 1 | 3 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 0 | 1 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 1 | 1 | 3 |
Verbatim evidence the judge attached to positive labels.
“LumApps is best suited for enterprise organizations that need one intranet platform to support desk-based, frontline, and hybrid employees at scale.” Claude Haiku 4.5 · Internal communications · comparative prompt · alternative
“An AI employee hub and intranet platform covering internal communications, workflows, learning, and frontline access” Claude Haiku 4.5 · Internal communications · direct prompt · alternative
“Choose LumApps, Unily, or Simpplr if you want a more enterprise-grade modern intranet experience.” GPT-5.4 mini · Internal communications · comparative prompt · alternative
“Best for: Organizations wanting a social intranet with strong Google Workspace integration” Kimi K2 · Internal communications · comparative prompt · alternative
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Falls short in ease of use (85% vs. industry 95%), support quality, and mobile parity.” Grok 4.1 Fast · Internal communications · negative prompt · soft negative
“LumApps | Poor analytics; limited customization” MiniMax M2.5 · Internal communications · negative prompt · soft negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 56 of the 64 answers that named LumApps and are not a share of its labels.
222 of the 248 domain citations in answers naming LumApps came from somebody else's page.
Pages are listed as the models cited them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when LumApps's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as LumApps, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at lumapps.com is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.