Index › HR › Products › Serval · November 2026 Edition
HR help desk and case management · Named, not ranked

Serval

Serval is an IT service management platform that uses AI agents to handle IT support · serval.com ↗

–Too few to rank
5/14Models named it
2First choices
0Warnings
November 2026 Edition · all company sizes counted.
Ranked inHR help desk and case management #6 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. Serval has 5.

Why models recommend it

“If you want HR on the same help desk as IT without buying a second tool, Serval is the strongest fit.”Muse Glimmer 30B · Direct question · first choice
“If you want HR fully integrated with IT on one platform, Serval is the standout choice.”GLM 4.7 FlashX · Direct question · first choice
“Serval provides an excellent unified platform with strong AI capabilities”MiniMax M2.5 · Direct question · alternative

What gives them pause

No model argued against it.

Also on the shortlist

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

For
Enterprises
Price stated
One platform fee, no surprises
Integrations
60
Certifications
SOC 2 Type II, ISO 27001, ISO 42001, HIPAA, GDPR
Customers named
Ramp, SeatGeek, Perplexity, Together.ai, Mercor, Cribl, Abridge
Visit serval.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 Serval 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 Serval and are not a share of its labels.

Domains cited

serval.comIts own site12
leadchangegroup.com7
capterra.com6
suptask.com5
b2breviews.com4
darwinbox.com4
g2.com4
applaudhr.com3
firsthr.app3
hropslab.com3

Thirty-nine of the fifty-one domain citations in answers naming Serval came from a third party's page.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on Serval 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 4.2000101
Mistral Small00000
DeepSeek V4 Flash00101
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K200000
GLM 4.7 FlashX10001
MiniMax M2.501001
GPT-6 Luna00000
Muse Glimmer 30B10001

What it publishes

Addresses on serval.com
800
subdomains included
Content
159
counted in the table below
Documentation
608
Product · Integration
2 · 0
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog135182026-09-25
Comparison1452026-09-22
Case study7undated
Glossary or explainer212026-07-09
Template or tool1undated

Most recent

How it is countedHide how it is counted

Every page serval.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. Read September 29, 2026.