| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Knowledge base and self-service | Customer | 0% | 96 of 96 | 83% | 6 | under 10 labels · led by Notion at 18% |
| Digital asset management | Marketing | 0% | 65 of 68 | 100% | 3 | under 10 labels · led by Canto at 34% |
| Contract lifecycle management and e-signature | Revenue operations | 0% | 60 of 65 | 50% | 2 | under 10 labels · led by PandaDoc at 25% |
| Customer success platforms | Customer | 0% | 37 of 69 | 0% | 1 | under 10 labels · led by ChurnZero at 39% |
| Digital sales rooms | Sales | 0% | 50 of 59 | 100% | 1 | under 10 labels · led by Aligned at 40% |
| Proposal software | Revenue operations | 0% | 73 of 79 | 100% | 1 | under 10 labels · led by PandaDoc at 49% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 1 | 1 |
| GPT-5.4 mini | 0 | 0 | 1 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 3 | 3 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 4 | 5 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
Verbatim evidence the judge attached to positive labels.
“Lowest cost; channel-per-client structure; enough for up to ~100 active clients” Qwen 3.7 Flash · Customer success · paraphrase 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.
“using a DMS like SharePoint...Why to avoid: ...these tools fundamentally lack the relational database structures necessary for modern contracting.” Qwen 3.7 Flash · CLM · negative prompt · hard negative
“What to avoid/be cautious about: Trying to use Microsoft SharePoint, Google Drive, OneDrive, or Dropbox as your primary DAM.” Gemini 3.5 Flash · DAM · negative prompt · hard negative
“SharePoint (unless heavily customized by a dedicated developer) is often treated as a glorified, hard-to-navigate fileshare.” Gemini 3.5 Flash · Knowledge base · negative prompt · hard negative
“Collaboration platforms with recurring high-severity vulnerabilities (SharePoint, Confluence)” GLM 4.7 FlashX · Knowledge base · negative prompt · hard negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 4 of the 36 answers that named SharePoint and are not a share of its labels.
Eighteen of the eighteen domain citations in answers naming SharePoint came from somebody else's page.
Pages are listed as the models cited them.
From Wikidata, fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata · LinkedIn · Crunchbase
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 SharePoint'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 SharePoint, 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 sharepoint.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.