Index › HR › Products › Edward Jones · November 2026 Edition
401(k) providers · Named, not ranked

Edward Jones

–Too few to rank
6/14Models named it
0First choices
6Warnings
November 2026 Edition · all company sizes counted.
Ranked in401(k) providers #76 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. Edward Jones has 2.

Why models recommend it

No positive label carried a quote.

What gives them pause

“Multiple participant reports describe high wrap/management fees on small business plans... Edward Jones is also listed among firms with pending litigation over 401k fees.”Muse Glimmer 30B · Negative question · warning
“Common Examples: Edward Jones, Raymond James, Ameriprise. Why to be cautious: These firms often target small business owners”Gemini 3.5 Flash · Negative question · warning

Also on the shortlist

The products named in the same answers as Edward Jones, over the 6 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 Edward Jones 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 5 of the 6 answers that named Edward Jones and are not a share of its labels.

Domains cited

reddit.com5
bogleheads.org3
consumeraffairs.com3
metalsretirement.com3
trustpilot.com3
adp.com2
bbb.org2
dol.gov2
employeefiduciary.com2
investmentnews.com2

No domain is on file for Edward Jones, so its own site is not marked.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on Edward Jones across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash00011
Perplexity Sonar00000
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 30B00011