Every category where a model named Cleo Integration Cloud 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.

Category	Function	Share	Rank	Negative rate	Labels	Quadrant	Since September 2026
EDI platforms	Data platform	19%	2 of 93	9%	56	accepted challenger
Managed file transfer	Data platform	4%	5 of 97	12%	17	accepted challenger
API gateways	Developer platform	0%	24 of 66	0%	1	under 10 labels · led by Kong Gateway at 53%	newNew since September 2026: not ranked then, 0% now.

Movement

This is the first edition on this tier, so no move can be computed for Cleo Integration Cloud yet. From the next edition this section shows, per buyer segment and per category, whether its share moved by more than the measured noise floor.

By model

How each model treated Cleo Integration Cloud across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

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Model	First choice	Alternative	Mention	Negative	Labels
Claude Haiku 4.5	0	3	1	0	4
GPT-5.4 mini	0	2	0	0	2
Gemini 3.5 Flash	1	6	0	0	7
Perplexity Sonar	2	3	0	1	6
Grok 4.20	1	4	2	1	8
Mistral Small	2	0	2	0	4
DeepSeek V4 Flash	1	3	1	1	6
Llama 4 Maverick	3	0	2	0	5
Qwen 3.7 Flash	1	0	1	0	2
Kimi K2	2	2	3	0	7
GLM 4.7 FlashX	0	2	1	2	5
MiniMax M2.5	4	2	1	1	8
GPT-6 Luna	0	4	1	1	6
Muse Glimmer 30B	2	1	1	0	4

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

Direct59 labels30

Paraphrase28 labels10

Comparative39 labels10not counted in share

Budget-constrained16 labels1

Scale-constrained28 labels3

Negative23 labels5not counted in share

First choiceAlternativeMentionNegative193 labels in all, every segment counted; 44 of the 59 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.

“Cleo - Offers a range of EDI solutions, including web EDI, which provides a lightweight and affordable entry point for businesses.” Llama 4 Maverick · EDI · budget prompt · first choice

“Cleo positions itself as strongest overall for enterprise supply-chain teams coordinating complex partner and system flows.” Muse Glimmer 30B · EDI · comparative prompt · first choice

“Cleo Integration Cloud and SPS Commerce are top recommendations due to their strong automation capabilities” Mistral Small · EDI · paraphrase prompt · first choice

“The best managed file transfer solution for a mid-market B2B company is Cleo Integration Cloud MFT” Llama 4 Maverick · MFT · direct 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.

“Cleo has experienced a similar crisis to MOVEit, with vulnerabilities that were patched but immediately bypassed by attackers.” GLM 4.7 FlashX · MFT · negative prompt · hard negative

“2024 Breach: Exploited zero-day remote code execution vulnerability (CVE-2024-50623)” MiniMax M2.5 · MFT · negative prompt · hard negative

“Avoid per-transaction/VAN fees (e.g., some Cleo at $200+ or SPS Commerce custom)” Grok 4.20 · EDI · budget prompt · hard negative

“Cleo reviews, for example, praise its integration capabilities while some users report a steep learning curve.” GPT-6 Luna · EDI · negative prompt · soft negative

Named alongside

The products named in the same answers as Cleo Integration Cloud, over the 192 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Cleo Integration Cloud was named but was not.

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ProductSame answerTook the first choice insteadHead to head

TrueCommerce EDI97 of 19217Compare →

SPS Commerce84 of 19211Compare →

Orderful71 of 19214Compare →

OpenText Trading Grid48 of 1921Not among the top eight

Boomi B2B/EDI Management40 of 1921Not among the top eight

Celigo Integrator.io40 of 1921Not among the top eight

IBM Sterling B2B Integrator29 of 1925Not among the top eight

Progress MOVEit Transfer29 of 1925Compare →

IBM Sterling26 of 1923Not among the top eight

Axway SecureTransport24 of 1924Not 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 Cleo Integration Cloud. 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 182 of the 192 answers that named Cleo Integration Cloud and are not a share of its labels.

Domains cited

cleo.comYour site148

g2.com108

learn.g2.com92

jitterbit.com72

orderful.com59

sftptogo.com57

worldmetrics.org48

capterra.com46

truecommerce.com39

sourceforge.net36

557 of the 705 domain citations in answers naming Cleo Integration Cloud came from somebody else's page.

Pages cited

jitterbit.com/blog/best-edi-platforms69

learn.g2.com/best-edi-software65

cleo.com/blog/best-edi-solution-providers51

g2.com/categories/electronic-data-interchange-edi42

cleo.com/blog/best-edi-software-providers39

cleo.com/best-enterprise-edi-solutions37

g2.com/categories/electronic-data-interchange-edi/enterprise35

softwareconnect.com/roundups/best-edi-software-providers31

Pages are listed as the models cited them.

Search and answers

cleo.com ranks 4 on Google for the category's searches. In the answers, Cleo Integration Cloud takes 19% of first choices and TrueCommerce EDI takes 32%.

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In search

Google, US estimates

Position for “edi platform”

Position for “edi platforms”

–

not in the top ten

Searches for its name, Google: 170 a month (“cleo integration cloud”)
AI search demand for its name, est.: 1 a month
Organic visits to its site: about 63,575 a month
Searches its site ranks for: 4,966 · 777 in the top three
Sites linking to it: 3,138
Paid Google search: No ads found in the estimate; that does not mean it runs none

Ads on GoogleDetailLess

107 ads · 96 text, 11 video · 41 shown in the last 30 days

First shown March 2025, as Cleo Communications Holding, LLC, verified. Ads started 2025-11 to 2026-10: 31 in the year, 76 before.

On Google's pages: 1 2 3 4

In answers

This edition

Share of first choices

19%

rank 2 of 93 in EDI

Segment leader

32%

TrueCommerce EDI

First choices: 44 across its categories
Named in: 192 answers
Its own site cited: in 182 of the answers that named it

Search figures are US estimates from DataForSEO, read October 5, 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

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Addresses on cleo.com

6,174

subdomains included

Content

998

counted in the table below

Documentation

Product · Integration

184 · 4

Kind	Pages	Last 90 days	Latest
Blog	515	8	2026-09-23
News or press	205	2	2026-08-24
Podcast or video	78	undated
Webinar or virtual event	66	undated
Case study	64	undated
Comparison	26	2	2026-08-20
Report or ebook	14	3	2026-07-30
Glossary or explainer	14	undated
Conference or event	13	undated
Template or tool	3	0	2026-06-10

Most recent

2026-09-23Edi procure to pay automation blog
2026-09-16Cic private cloud edition mft blog
2026-09-15Edi wms integration blog
2026-09-15Cloud edi security blog
2026-09-10Shortlist edi platforms replacing legacy translator van blog
2026-09-08Ai powered anomaly detection transaction volume datasheet blog

How it is countedHide how it is counted

Every page cleo.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 Cleo Integration Cloud

What the judge wrote, as written, with how often. The vendor table decides that these count as Cleo Integration Cloud; a claim can dispute any of them.

Cleo 18Cleo Integration Cloud (CIC) 4Cleo Integration Cloud MFT 3Cleo (Cleo Integration Cloud - CIC) 1Cleo (Harmony, VLTrader, LexiCom) 1

Follow Cleo Integration Cloud

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

Cleo Integration Cloud is its own company.

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In its own words

Stated by the vendor, not checked

Positioning: AI-native integration and supply chain orchestration platform
cleo.com
For: companies building agile, resilient supply chains through EDI and API integration
cleo.com
Price stated: The final subscription cost for Cleo Integration Cloud is determined by a few key variables that reflect the complexity and scale of your unique supply chain and B2B ecosystem. cleo.com/pricing/tco-guardrails
Starting price: $600 cleo.com/marketplace
Customers named: VerstDuraflameCenturyVerst LogisticsCentury Supply Chain SolutionsMohawk Global LogisticsTaylorMadeExcelled Sheepskin & Leather
Not stated on the pages read: Free plan or trial, integrations, certifications, hosting

What Cleo Integration Cloud's own pages state, read October 5, 2026: cleo.com, cleo.com/pricing/tco-guardrails, cleo.com/platform, cleo.com/customer-stories, cleo.com/marketplace. 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 Cleo Integration Cloud'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 Cleo Integration Cloud, 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 Cleo Integration Cloud by email, built from the raw record of the edition. It shows:

where Cleo Integration Cloud 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 Cleo Integration Cloud, 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.

Badges

Wins only: a badge exists where Cleo Integration Cloud is ranked in a category's top three this edition. Three sizes, one file each, light and dark; the code is under each.

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Cleo Integration Cloud is among the products AI models recommend first in EDI platforms this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.

Wide · 320 × 104 Website, beside other badges

Show the code

<a href="https://it-ai-index.com/it-data/edi-platforms/"><img src="https://it-ai-index.com/badges/2026-10/cleo-integration-cloud--edi-platforms-wide.svg" alt="Among AI models' top three in EDI platforms, October 2026 Edition, IT AI Recommendation Index" width="320" height="104"></a>

Copy the code as it is. The link is part of the badge: it points at the EDI platforms standing, where the claim can be checked.

Square · 240 × 240 LinkedIn, slides

Show the code

<a href="https://it-ai-index.com/it-data/edi-platforms/"><img src="https://it-ai-index.com/badges/2026-10/cleo-integration-cloud--edi-platforms-square.svg" alt="Among AI models' top three in EDI platforms, October 2026 Edition, IT AI Recommendation Index" width="240" height="240"></a>

Copy the code as it is. The link is part of the badge: it points at the EDI platforms standing, where the claim can be checked.

Compact · 200 × 56 Email signature, footer

Show the code

<a href="https://it-ai-index.com/it-data/edi-platforms/"><img src="https://it-ai-index.com/badges/2026-10/cleo-integration-cloud--edi-platforms-compact.svg" alt="Among AI models' top three in EDI platforms, October 2026 Edition, IT AI Recommendation Index" width="200" height="56"></a>

Copy the code as it is. The link is part of the badge: it points at the EDI platforms standing, where the claim can be checked.

Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.