2 categories · RankedVestwell
Vestwell is a tech-focused 401(k) provider that offers employer-sponsored retirement plans with automated payroll integrations · vestwell.com ↗
Why models recommend it
“Cloud-based platform with strong compliance features and integration options.”Mistral Small · Direct question · alternative
“Good for reducing fiduciary burden with AI/automated compliance”Kimi K2 · Direct question · alternative
“Vestwell adds more plan design flexibility”Grok 4.20 · Direct question · alternative
What gives them pause
“this platform may not satisfy your needs”GLM 4.7 FlashX · Negative question · warning
Also on the shortlist
The products named in the same answers as Vestwell, over the 20 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 17 | 5 | View → | |
| 13 | 2 | View → | |
| 12 | 2 | View → | |
| 11 | 2 | View → | |
| 11 | 0 | View → | |
| 11 | 0 | View → | |
| 10 | 3 | View → | |
| 9 | 0 | View → | |
| 8 | 4 | View → | |
| 6 | 4 | View → |
What the models named instead of Vestwell →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Vestwell's own site, not checked by Gane.
- For
- Employers, advisors, individuals, payroll partners, government agencies, TPAs, financial institutions, and consultants
- Price stated
- For a limited time, new plans are fee free for the first three months.
- Free plan or trial
- new plans are fee free for the first three months
- Integrations
- 190
- Customers named
- Netchex, Embark, Colorado Secure Savings, Toast, Stable Account, Asure, Faith Electric
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 19 of the 20 answers that named Vestwell and are not a share of its labels.
Domains cited
Seventy-three of the seventy-three domain citations in answers naming Vestwell 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 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 1 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 3 | 0 | 3 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 237 | undated | |||
| News or press | 47 | undated | |||
| Template or tool | 4 | undated | |||
| Conference or event | 3 | undated | |||
| Comparison | 3 | undated | |||
| Case study | 2 | undated | |||
| Report or ebook | 2 | undated | |||
| Glossary or explainer | 1 | undated |
How it is countedHide how it is counted
Every page vestwell.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.