Index › HR › Products › PeopleFluent · November 2026 Edition
People analytics · Named, not ranked

PeopleFluent

PeopleFluent is enterprise workforce software for talent management, built for large enterprises in regulated industries · peoplefluent.com ↗

–Too few to rank
5/14Models named it
0First choices
1Warnings
November 2026 Edition · all company sizes counted.
Ranked inPeople analytics #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. PeopleFluent has 1.

Why models recommend it

No positive label carried a quote.

What gives them pause

No model argued against it.

Also on the shortlist

The products named in the same answers as PeopleFluent, 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.

At a glance

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

For
Enterprise
Customers named
Humentum, Close Brothers, Medical College of Wisconsin, Penn Medicine
Visit peoplefluent.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 PeopleFluent 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 PeopleFluent and are not a share of its labels.

Domains cited

g2.com3
research.isg-one.com3
capterra.com2
darwinbox.com2
leadchangegroup.com2
peerspot.com2
selecthub.com2
softwareadvice.com2
15five.com1
appsruntheworld.com1

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

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on PeopleFluent 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 Flash00000
Llama 4 Maverick00000
Qwen 3.7 Flash00101
Kimi K200000
GLM 4.7 FlashX00000
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B00000

What it publishes

Addresses on peoplefluent.com
939
subdomains included
Content
637
counted in the table below
Documentation
0
Product · Integration
81 · 0
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog45062026-09-22Succession planning, Compensation management
News or press59undatedPerformance management, Compensation management
Webinar or virtual event57undatedPay equity, Performance management
Report or ebook37undatedLearning management syst, Workforce planning
Conference or event1102023-05-15
Template or tool902021-02-08
Case study8undated
Comparison302024-05-29HRIS and HCM platforms
Glossary or explainer302025-05-22Succession planning
How it is countedHide how it is counted

Every page peoplefluent.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. Of its titles that name a category, most name performance management (15); 9 name the category the models place it in. 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.