1 category · RankedShareworks
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Cap table management | Equity and corporate | 3% | 7 of 41 | 27% | 26 | criticized challenger |
Movement
By model
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 3 | 0 | 0 | 3 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 1 | 2 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.1 Fast | 0 | 0 | 1 | 2 | 3 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 1 | 1 | 0 | 3 | 5 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 3 | 1 | 0 | 4 |
| Kimi K2 | 0 | 2 | 0 | 1 | 3 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 1 | 1 | 1 | 0 | 3 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“Carta or Shareworks are typically the most balanced choices” MiniMax M2.5 · Cap table management · direct prompt · first choice
“Strong for your profile, but quote-only pricing” DeepSeek V4 Flash · Cap table management · scale prompt · first choice
“The gold standard if your company is actively planning an IPO within the next 12 to 24 months... generally considered heavy and slow” Gemini 3.5 Flash · Cap table management · scale prompt · alternative
“Great if you need wealth management services for your founders/employees alongside the administration.” Qwen 3.7 Flash · Cap table management · scale prompt · alternative
And against it
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.
“treat any enterprise-level platform (Shareworks, Morgan Stanley) as a contract trap for early-stage companies” DeepSeek V4 Flash · Cap table management · negative prompt · hard negative
“and Shareworks, which are overkill and overpriced for a budget-conscious company” DeepSeek V4 Flash · Cap table management · budget prompt · hard negative
“### 3. The One to Skip (with a caveat): Shareworks by Morgan Stanley” DeepSeek V4 Flash · Cap table management · paraphrase prompt · hard negative
“The platform is highly complex, can feel "heavy" to administer, has high enterprise pricing, and is usually overkill” Gemini 3.5 Flash · Cap table management · paraphrase prompt · soft negative
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 77 of the 89 answers that named Shareworks and are not a share of its labels.
Domains cited
361 of the 361 domain citations in answers naming Shareworks came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Names read as Shareworks
Claim this page
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 Shareworks'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 Shareworks, 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 shareworks.ai 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.