Index › HR › Products › LinkedIn · November 2026 Edition
8 categories · Ranked

LinkedIn

LinkedIn is a professional networking platform where people manage their professional identity, build and engage with a network, and access knowledge, insights and opportunities · linkedin.com ↗

#12Best rank (mid-market)
10/14Models named it
3First choices
8Warnings
November 2026 Edition · all company sizes counted.
Ranked inRecruiting CRM and sourcing #12 mid-marketStaffing agency platforms #128Internal talent marketplace #39AI recruiting assistants #83Employee engagement surveys #87HR AI assistants #130
2 more
Mentoring software #39Skills intelligence #91
What AI models recommend in Recruiting CRM

Read the same way at every company size.

The standing depends on who is buying. Every model is asked the same questions for each company size.

Why models recommend it

“starting with LinkedIn's free tools and supplementing with GitHub, Stack Overflow, and Indeed Resume will provide the best balance of cost and effectiveness”Mistral Small · Budget-constrained question · first choice
“Use advanced Boolean search strings on Google to find public profiles on LinkedIn”Grok 4.20 · Budget-constrained question · first choice
“Contra or LinkedIn (direct outreach combined with contract management tools”Gemini 3.5 Flash · Negative question · alternative

What gives them pause

“Professional networking is fine, but watch for job scams, fake recruiters, and data harvesting.”Grok 4.20 · Negative question · warning
“Not pure "staffing agencies" but often host hijacked/scam ads from fake recruiters.”Grok 4.20 · Negative question · warning
“these areas are currently flooded with bot-scams”Qwen 3.7 Flash · Negative question · warning

Also on the shortlist

The products named in the same answers as LinkedIn, over the 28 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 LinkedIn's own site, not checked by Gane.

For
Anyone looking to navigate their professional life.
Visit linkedin.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 LinkedIn 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 21 of the 28 answers that named LinkedIn and are not a share of its labels.

Domains cited

capterra.com5
firsthr.app5
reddit.com5
workinsiders.com5
consumer.ftc.gov4
leadchangegroup.com4
matchr.io4
recruitingcrm.com4
selectsoftwarereviews.com4
technologyadvice.com4

Forty-four of the forty-four domain citations in answers naming LinkedIn came from a third party's page.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on LinkedIn across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.500101
GPT-5.4 mini00000
Gemini 3.5 Flash01001
Perplexity Sonar00000
Grok 4.2010124
Mistral Small10001
DeepSeek V4 Flash00101
Llama 4 Maverick00000
Qwen 3.7 Flash00011
Kimi K200101
GLM 4.7 FlashX00101
MiniMax M2.500202
GPT-6 Luna00000
Muse Glimmer 30B00101

What it publishes

Addresses on linkedin.com
814
subdomains included
Content
765
counted in the table below
Documentation
0
Product · Integration
0 · 0
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
News or press757142026-09-23
Conference or event602012-10-01
Webinar or virtual event2undated
How it is countedHide how it is counted

Every page linkedin.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.