Index › GTM › Products › Harness · November 2026 Edition
Experimentation and personalization · Named, not ranked

Harness

Harness is a software delivery platform used for CI/CD and feature flags, aimed at enterprise-scale teams · harness.io ↗

–Too few to rank
1/14Models named it
0First choices
0Warnings
November 2026 Edition · all company sizes counted.
Ranked inExperimentation and personalization #49 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. Harness has 1.

Why models recommend it

“combines enterprise CI/CD deployment pipelines with feature management and product experimentation”Gemini 3.5 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 Harness, over the 1 answer 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 Harness's own site, not checked by Gane.

For
enterprise scale
Price stated
One free tier, one all-in-one bundle, and one fully modular plan. No hidden fees, no per-pipeline charges.
Starting price
0
Free plan or trial
Try the full platform free. No module restrictions, no credit card.
Certifications
SOC 2 Type II, ISO 27001, GDPR, DORA, NIS2, ISO 27017
Hosting
AWS, Azure, Google Cloud, On-Premise Infrastructures, private cloud setups
Customers named
Morningstar, United Airlines, Citi, Citibank, PlayQ, DigiCert, ADP, Speedway Motors
Visit harness.io ↗

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 Harness 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 1 of the 1 answers that named Harness and are not a share of its labels.

Domains cited

abtesting.cc1
contentsquare.com1
cxl.com1
growthlayer.app1
harness.ioIts own site1
koji.so1

Five of the six domain citations in answers naming Harness came from a third party's page.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on Harness 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 Flash01001
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 30B00000

What it publishes

Addresses on harness.io
10,003
subdomains included
Content
1,641
counted in the table below
Documentation
7,581
Product · Integration
88 · 1
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog9441692026-09-28
News or press146212026-08-14
Comparison128492026-09-28
Glossary or explainer121542026-09-21
Case study84582026-09-28
Conference or event8462026-10-26
Template or tool77112026-09-28
Webinar or virtual event3242026-10-14
Report or ebook25132026-09-16

Events in person

The twelve months before September 28, 2026

As the event pages on harness.io state them, read September 28, 2026.

How it is countedHide how it is counted

Every page harness.io 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.