Cap table management · RankedMorgan Stanley at Work
Morgan Stanley at Work, offered by Shareworks, is a cap table management product · morganstanley.com ↗
Read the same way at every company size.
The standing depends on who is buying. Every model is asked the same questions for each company size.
Eqvista is first at 38%.
Carta Equity is first at 50%.
Shareworks is first at 32%.
Why models recommend it
“Drawbacks: Overly complex, slow to set up, and too expensive for early/seed-stage startups.”Gemini 3.5 Flash · Comparative question · alternative
“Enterprise‑scale, pre‑IPO, or public company needs? → Morgan Stanley at Work or Astrella”GLM 4.7 FlashX · Comparative question · alternative
“Strong for pre-IPO and public company needs; enterprise-grade support”DeepSeek V4 Flash · Scale-constrained question · alternative
“Shareworks for enterprise-level administration”GPT-6 Luna · Comparative question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as Morgan Stanley at Work, over the 25 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 24 | 13 | View → | |
| 19 | 0 | View → | |
| 13 | 0 | View → | |
| 11 | 3 | View → | |
| 11 | 1 | View → | |
| 11 | 0 | View → | |
| 6 | 1 | View → | |
| 6 | 0 | View → | |
| 4 | 0 | View → | |
| 4 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Morgan Stanley at Work's own site, not checked by Gane.
- For
- organizations and their employees
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 24 of the 25 answers that named Morgan Stanley at Work and are not a share of its labels.
Domains cited
Ninety-one of the ninety-one domain citations in answers naming Morgan Stanley at Work came from a third party's page.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 2,659 | undated | |||
| News or press | 2,255 | undated | |||
| Comparison | 100 | undated | |||
| Podcast or video | 59 | undated | |||
| Webinar or virtual event | 48 | undated | |||
| Glossary or explainer | 13 | undated |
How it is countedHide how it is counted
Every page morganstanley.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.