| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Digital asset management | Marketing | 0% | 67 of 68 | 67% | 6 | under 10 labels · led by Canto at 34% |
| Video marketing and hosting | Marketing | 0% | 55 of 56 | 100% | 4 | under 10 labels · led by Wistia at 56% |
| Contract lifecycle management and e-signature | Revenue operations | 0% | 56 of 65 | 50% | 2 | under 10 labels · led by PandaDoc at 25% |
| Digital sales rooms | Sales | 0% | 54 of 59 | 100% | 1 | under 10 labels · led by Aligned at 40% |
| Knowledge base and self-service | Customer | 0% | 85 of 96 | 100% | 1 | under 10 labels · led by Notion at 18% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| 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 | 1 | 1 | 2 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 1 | 1 | 2 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 4 | 4 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 2 | 2 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
Verbatim evidence the judge attached to positive labels.
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.
“### 3. Generic Cloud Storage (Google Drive, Dropbox) ... they are dangerous for public-facing marketing.” Qwen 3.7 Flash · Video hosting · negative prompt · hard negative
“It has poor public embed experience, making it less suitable for website presentation.” Llama 4 Maverick · Video hosting · negative prompt · hard negative
“Why avoid: Similar to Dropbox, it is built for collaboration, not security.” Qwen 3.7 Flash · Sales rooms · negative prompt · hard negative
“Basic Dropbox, Google Drive, or shared network drives used as makeshift DAMs” GLM 4.7 FlashX · DAM · 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 38 answers that named Google Drive and are not a share of its labels.
Nineteen of the nineteen domain citations in answers naming Google Drive 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
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 Google Drive'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 Google Drive, 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 google.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.