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IT AI Index
Index › Products › Zammad · October 2026 Edition
2 categories · Named, not ranked

Zammad

7Judge labels
1First choices
0Negative labels
4 / 14Models named it
2Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.8, every buyer segment counted.
Standing
4 labels, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. Zammad was named 4 times in Incidents and 1 other category, where incident.io led with 32%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
In incidents · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading

Standing by category

Every category where a model named Zammad for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.
CategoryFunctionShareRankNegative rateLabelsQuadrantSince September 2026
Incident management and on-callIT operations and endpoint2%15 of 650%1under 10 labels · led by incident.io at 32%newNew since September 2026: not ranked then, 2% now.
IT service managementIT operations and endpoint0%19 of 690%3under 10 labels · led by Freshservice at 58%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.

Movement

Since September 2026, Zammad held within the floor in all two categories: no change cleared 11 points.

Best category · Incidents · by segment

Mid-marketnewNew since September 2026: not ranked then, 2% now.
2%from 0% in September 2026
Inside the floor by 9 pointsRank 14 of 57, unchanged

All categories · Mid-market

CategorySeptember 2026NowChangeReadingRank
Incidents0%2%newNew since September 2026: not ranked then, 2% now.New this editionRank 15 of 65, unchanged
ITSM0%0%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Within noiseRank 13 → 19 of 69

Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.

The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions

By model

How each model treated Zammad across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
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ModelFirst choiceAlternativeMentionNegativeLabels
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 Flash00000
Kimi K200101
GLM 4.7 FlashX10001
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B00202

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.
FramingLabels by classFirst choices
Direct0 labelsNone
Paraphrase0 labelsNone
Comparative1 labelNone
Budget-constrained5 labels1
Scale-constrained0 labelsNone
Negative1 labelNone
First choiceAlternativeMentionNegative7 labels in all, every segment counted; 1 of the 1 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

“5. Zammad ⭐ Best Open Source Option” GLM 4.7 FlashX · Incidents · budget prompt · first choice

And against it

Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.

No model argued against it.

Named alongside

The products named in the same answers as Zammad, over the 7 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Zammad was named but was not.
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ProductSame answerTook the first choice insteadHead to head
Freshservice6 of 71Not among the top eight
Jira Service Management5 of 71Not among the top eight
Spiceworks Cloud Help Desk5 of 70Not among the top eight
GLPI4 of 72Not among the top eight
ManageEngine ServiceDesk Plus4 of 71Not among the top eight
iTop4 of 71Not among the top eight
ServiceNow ITSM3 of 71Not among the top eight
InvGate Service Management3 of 70Not among the top eight
SolarWinds Service Desk3 of 70Not among the top eight
osTicket3 of 70Not among the top eight
A head-to-head page exists where both products are among a category's top eight. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named Zammad. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 7 of the 7 answers that named Zammad and are not a share of its labels.

Domains cited

alloysoftware.com5
blog.invgate.com5
eesel.ai5
servicedeskinstitute.com4
us.fitgap.com4
expertinsights.com3
guideflow.com3
ones.com3
siit.io3
acciyo.com2

Thirty-seven of the thirty-seven domain citations in answers naming Zammad came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

What it publishes

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Addresses on zammad.com
980
subdomains included
Content
225
counted in the table below
Documentation
9
Product · Integration
143 · 0
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog15162026-08-31
Case study34undated
Conference or event1602021-03-29
News or press1202026-06-18
Comparison902024-06-10
Report or ebook1undated
Template or tool1undated
Podcast or video102023-06-05
How it is countedHide how it is counted

Every page zammad.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.

Follow Zammad

An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.

Already following? Everything you follow, with a stop for each.

The company

Zammad is its own company.
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In its own words

Stated by the vendor, not checked
Positioning
AI-Powered Service Platform for All Support Needs; Powerful helpdesk software that’s never overwhelming. Centralize your customer communication in one place and deliver a great service experience.
For
teams of all sizes; from customer service to IT support and internal operations
Price stated
Starter v2 7€ per agent / month (annually) or 9€ per agent / month (monthly); Professional v2 16€ or 18€; Plus v2 25€ or 27€; self-hosted Business 2 999€; Enterprise 5 999€; Corporation 9 999€ zammad.com/en/pricing
Starting price
7 zammad.com/en/pricing
Free plan or trial
Try Zammad free for 30 days zammad.com/en
Certifications
GDPR-compliantISO27001-certified Data center
Hosting
GermanyGerman data centers
Customers named
DE'LONGHImove mobilityAmnesty InternationalDe Longhi
Not stated on the pages read
Integrations

What Zammad's own pages state, read October 5, 2026: zammad.com/en, zammad.com, zammad.com/en/pricing, zammad.com/de/produkt/features/security, zammad.com/en/product/features. A claimed page can correct any of them.

Is this your product?

Claim this page

Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Zammad's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Zammad, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

What a new claim receivesHide what a new claim receives

A new claim receives the current edition's vendor brief for Zammad by email, built from the raw record of the edition. It shows:

  • where Zammad is named, by buyer and by framing, and which cells hold its first choices;
  • the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
  • its vocabulary against the segment leader's, and the pages the models cited;
  • who was chosen in the answers that did not name Zammad, and every reason the record gives;
  • a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
  • one page of published figures cleared to show a buyer.
The subscriber app

A verification link goes to your work email; an address at zammad.com is approved on the spot, any other is reviewed by hand. Your email is never published. Claiming gives no say over labels, shares, verdicts or which quotes appear.