Index › HR › Products › Morgan Stanley at Work · November 2026 Edition
Financial wellness platforms · Named, not ranked

Morgan Stanley at Work

Morgan Stanley at Work, offered by Shareworks, is a cap table management product

–Too few to rank
5/14Models named it
2First choices
1Warnings
November 2026 Edition · all company sizes counted.
Ranked inFinancial wellness platforms #10 mid-market
What AI models recommend

Named, too few times to rank.

A product needs 10 labels in a category before a share is stated. Morgan Stanley at Work has 4.

Why models recommend it

“Morgan Stanley at Work is best for mid-market and enterprise employers that need workplace financial benefits and equity plan support in one place”Claude Haiku 4.5 · Direct question · first choice
“Choose Origin or Morgan Stanley at Work when employees need equity-compensation, retirement, or sophisticated planning support.”Perplexity Sonar · 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 11 answers that named it, and how often each was the first choice instead.

A side-by-side page exists where both products are among a category's top eight.

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

The sites and pages the answers that named Morgan Stanley at Work came back with. A fact about retrieval, not a cause of the answer.

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 11 of the 11 answers that named Morgan Stanley at Work and are not a share of its labels.

Domains cited

guideflow.com10
g2.com6
leadchangegroup.com6
peoplemanagingpeople.com6
softwaresuggest.com6
myshortlister.com5
rewordin.com5
wellable.co5
selectsoftwarereviews.com4
innerbuddies.com3

No domain is on file for Morgan Stanley at Work, so its own site is not marked.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on Morgan Stanley at Work across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.510102
GPT-5.4 mini00000
Gemini 3.5 Flash00000
Perplexity Sonar01102
Grok 4.2000000
Mistral Small00000
DeepSeek V4 Flash00000
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K200000
GLM 4.7 FlashX00000
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B00000