AI Indexes
Finance AI Index
Index › Products › Comarch · October 2026 Edition
1 category · Named, not ranked

Comarch

15Judge labels
2First choices
1Negative labels
11 / 14Models named it
1Category
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.7, every buyer segment counted.
Standing
5 labels, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. Comarch was named 5 times in Global e-invoicing compl, where Avalara E-Invoicing led with 25%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
In global e-invoicing compl · 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 Comarch 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
Global e-invoicing complianceTax and compliance0%35 of 13620%5under 10 labels · led by Avalara E-Invoicing at 25%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.

Movement

Since September 2026, Comarch held within the floor in its one category: no change cleared 10 points.

Best category · Global e-invoicing compl · by segment

Small businessgoneNot named this edition; 0% in September 2026.
0%from 0% in September 2026
Inside the floor by 10 pointsNot ranked
Mid-market=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 10 pointsRank 86 → 31 of 116
Enterprise=heldSince September 2026: 4% → 4%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
4%from 4% in September 2026
Inside the floor by 10 pointsRank 6 of 87, unchanged

All categories · Mid-market

CategorySeptember 2026NowChangeReadingRank
Global e-invoicing compl0%0%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.Within noiseRank 86 → 35 of 136

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 10 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 Comarch across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ShowHide
ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.500000
GPT-5.4 mini00011
Gemini 3.5 Flash00000
Perplexity Sonar01001
Grok 4.1 Fast00000
Mistral Small00000
DeepSeek V4 Flash01001
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K200101
GLM 4.7 FlashX01001
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B00000

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
Direct5 labelsNone
Paraphrase0 labelsNone
Comparative5 labelsNone
Budget-constrained4 labels2
Scale-constrained0 labelsNone
Negative1 labelNone
First choiceAlternativeMentionNegative15 labels in all, every segment counted; 2 of the 2 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.

“High‑volume, governed e‑invoice processing with measurable status | Comarch” GLM 4.7 FlashX · Global e-invoicing compl · direct prompt · alternative
“evaluate Sovos and Comarch alongside it” Perplexity Sonar · Global e-invoicing compl · direct prompt · alternative
“*Best Value for International Operations*” DeepSeek V4 Flash · Global e-invoicing compl · direct prompt · alternative

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.

“G2 reviewers noted setup complexity and difficult navigation for Comarch EDI and e-Invoicing” GPT-5.4 mini · Global e-invoicing compl · negative prompt · soft negative

Named alongside

The products named in the same answers as Comarch, over the 15 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Comarch was named but was not.
ShowHide
ProductSame answerTook the first choice insteadHead to head
Avalara E-Invoicing9 of 155Not among the top eight
Sovos Compliance Network9 of 155Not among the top eight
Pagero9 of 154Not among the top eight
Basware8 of 154Not among the top eight
Vertex5 of 150Not among the top eight
Coupa4 of 150Not among the top eight
SAP Ariba4 of 150Not among the top eight
Medius3 of 151Not among the top eight
BILL2 of 150Not among the top eight
EDICOM2 of 150Not 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 Comarch. 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 15 of the 15 answers that named Comarch and are not a share of its labels.

Domains cited

comarch.comYour site9
mindsprint.com8
sourceforge.net7
highradius.com6
zipdo.co6
avalara.com5
taxtech500.com5
vatit.com5
zycus.com5
europe.thomsonreuters.com4

Fifty-one of the sixty domain citations in answers naming Comarch came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Search and answers

comarch.com ranks 9 on Google for the category's searches. In the answers, Comarch takes 0% of first choices and Avalara E-Invoicing takes 25%.
ShowHide

In search

Google, US estimates
Position for “e-invoicing platforms”
–
not in the top ten
Position for “e-invoicing compliance platform”
9
Searches for its name, Google
720 a month (“comarch”)
AI search demand for its name, est.
24 a month
Organic visits to its site
about 6,441 a month
Searches its site ranks for
2,906 · 75 in the top three
Sites linking to it
5,046
Paid Google search
No ads found in the estimate; that does not mean it runs none
Ads on GoogleDetailLess
120+ ads · 66 text, 46 image, 8 video · 24 shown in the last 30 days

First shown October 2021, as Comarch, INC., verified. Ads started 2025-10 to 2026-09: 53 in the year, 67 before.

On Google's pages: 1 2 3 4

In answers

This edition
Share of first choices
0%
rank 35 of 136 in global e-invoicing compl
Segment leader
25%
Avalara E-Invoicing
First choices
2 across its categories
Named in
15 answers
Its own site cited
in 15 of the answers that named it

Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.

What it publishes

ShowHide
Addresses on comarch.com
6,353
subdomains included
Content
3,997
counted in the table below
Documentation
25
Product · Integration
37 · 0
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
News or press1,641162026-09-28Global e-invoicing compl, Business banking
Blog975102026-09-22
Conference or event92062026-10-14
Case study18102013-06-24Supplier management
Report or ebook11912026-09-21
Webinar or virtual event7102026-01-26
Glossary or explainer4302026-03-20
Podcast or video3102026-05-28
Comparison1412026-07-30
Template or tool2undated

Events in person

Last twelve months

As the event pages on comarch.com state them, read September 28, 2026.

How it is countedHide how it is counted

Every page comarch.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.

Names read as Comarch

What the judge wrote, as written, with how often. The vendor table decides that these count as Comarch; a claim can dispute any of them.
Comarch EDI and e-Invoicing 1Comarch e-Invoicing 1

Follow Comarch

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

Comarch is its own company.
ShowHide

In its own words

Stated by the vendor, not checked
Positioning
Global software house delivering tailored IT systems for your business.
For
businesses
Price stated
Please leave your contact details and we will sent Comarch ESEF pricing plans to your email address. comarch.com/esef/pricing
Customers named
BP GLOBALTelefónica GlobalVodafone GermanyAXA Assurances LuxembourgHeidelberg MaterialsHeathrow AirportAuchan RetailJetblue Airways
Not stated on the pages read
Starting price, free plan or trial, integrations, certifications, hosting

What Comarch's own pages state, read September 28, 2026: comarch.com, comarch.com/esef/pricing, comarch.com/trade-and-services/ict/knowledge/security, comarch.com/healthcare/products, comarch.com/customers. 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 Comarch'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 Comarch, 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 Comarch by email, built from the raw record of the edition. It shows:

  • where Comarch 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 Comarch, 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 comarch.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.