Index › HR › Products › Alight · November 2026 Edition
2 categories · Named, not ranked

Alight

Alight is a benefits and retirement administration provider for employers · alight.com ↗

–Too few to rank
9/14Models named it
1First choices
0Warnings
November 2026 Edition · all company sizes counted.
Ranked in401(k) providers #41 mid-marketHSA and FSA administrators #31
What AI models recommend

Named, too few times to rank.

A product needs 10 labels in a category before a share is stated. Alight has 2.

Why models recommend it

“Consider AmeriFlex or Alight.”Qwen 3.7 Flash · Comparative question · alternative

What gives them pause

No model argued against it.

Also on the shortlist

The products named in the same answers as Alight, over the 12 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.

At a glance

Stated on Alight's own site, not checked by Gane.

For
businesses
Integrations
600
Visit alight.com ↗

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 Alight 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 12 of the 12 answers that named Alight and are not a share of its labels.

Domains cited

adp.com5
basiccapital.com3
leadchangegroup.com3
alcor.com2
bogleheads.org2
capterra.in2
dol.gov2
eorhq.com2
fitsmallbusiness.com2
g2.com2

Twenty-five of the twenty-five domain citations in answers naming Alight came from a third party's page.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on Alight 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 Flash00000
Perplexity Sonar00000
Grok 4.2000000
Mistral Small00000
DeepSeek V4 Flash00101
Llama 4 Maverick00000
Qwen 3.7 Flash01001
Kimi K200000
GLM 4.7 FlashX00000
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B00000

What it publishes

Addresses on alight.com
2,021
subdomains included
Content
928
counted in the table below
Documentation
2
Product · Integration
63 · 12
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
News or press404undatedEmployee onboarding, Benefits administration
Blog39412026-08-14Benefits administration, Leave
Case study46undatedBenefits administration
Glossary or explainer38undatedBenefits administration
Webinar or virtual event18undated
Comparison9undated
Report or ebook722026-07-21
Template or tool7undated
Conference or event5undated
How it is countedHide how it is counted

Every page alight.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.