Every category where a model named Kibo Commerce 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
Order management systems	Revenue operations	5%	7 of 131	0%	10	accepted challenger

Movement

This is the first edition on this tier, so no move can be computed for Kibo Commerce 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 Kibo Commerce 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	Labels
Claude Haiku 4.5	0	1	0	1
GPT-5.4 mini	0	0	0	0
Gemini 3.5 Flash	0	2	0	2
Perplexity Sonar	0	0	0	0
Grok 4.1 Fast	0	1	1	2
Mistral Small	0	0	1	1
DeepSeek V4 Flash	1	0	0	1
Llama 4 Maverick	0	0	1	1
Qwen 3.7 Flash	0	0	0	0
Kimi K2	0	0	0	0
GLM 4.7 FlashX	1	0	0	1
MiniMax M2.5	0	0	0	0
GPT-6 Luna	0	0	0	0
Muse Glimmer 30B	0	0	1	1

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

Direct3 labelsNone

Paraphrase5 labels3

Comparative8 labelsNone

Budget-constrained1 labelNone

Scale-constrained2 labelsNone

Negative0 labelsNone

First choiceAlternativeMentionNegative19 labels in all, every segment counted; 3 of the 3 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.

“For most mid-sized B2B companies, KIBO Commerce is the strongest recommendation” DeepSeek V4 Flash · Order management · paraphrase prompt · first choice

“Top Recommendation: Kibo Commerce” GLM 4.7 FlashX · Order management · paraphrase prompt · first choice

“Strong alternatives to consider: Kibo Commerce (Kibo OMS) | Omnichannel B2B/B2C hybrids with real-time routing” Grok 4.1 Fast · Order management · paraphrase prompt · alternative

“provides unified ecommerce and order management software designed for mid-market to enterprise retailers” Claude Haiku 4.5 · Order management · 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.

No model argued against it.

Named alongside

The products named in the same answers as Kibo Commerce, over the 19 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Kibo Commerce was named but was not.

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ProductSame answerTook the first choice insteadHead to head

Brightpearl8 of 190Compare →

Fluent Order Management8 of 190Not among the top eight

Blue Yonder Order Management7 of 190Not among the top eight

Manhattan Active Omni5 of 193Not among the top eight

NetSuite Order Management5 of 191Compare →

Salesforce Order Management5 of 190Not among the top eight

Salesforce4 of 191Not among the top eight

Aptos4 of 190Not among the top eight

Cin7 Omni4 of 190Compare →

IBM Sterling Order Management4 of 190Not 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 Kibo Commerce. 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 18 of the 19 answers that named Kibo Commerce and are not a share of its labels.

Domains cited

kibocommerce.comYour site13

manh.com13

learn.g2.com10

theretailexec.com10

moxo.com7

verifiedmarketresearch.com7

flow.space6

gitnux.org6

worldmetrics.org6

zipdo.co5

Seventy of the eighty-three domain citations in answers naming Kibo Commerce came from somebody else's page.

Pages cited

manh.com/our-insights/resources/articles/best-order-management-software-oms-compared13

kibocommerce.com/blog/best-order-management-systems12

learn.g2.com/best-order-management-software10

theretailexec.com/tools/best-enterprise-order-management-system8

verifiedmarketresearch.com/blog/best-order-management-software7

flow.space/blog/best-order-management-software6

moxo.com/blog/best-b2b-order-management-software6

clickpost.ai/blog/order-management-software4

Pages are listed as the models cited them.

Search and answers

kibocommerce.com ranks 7 on Google for the category's searches. In the answers, Kibo Commerce takes 5% of first choices and Zoho Inventory takes 25%.

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In search

Google, US estimates

Position for “order management system”

–

not in the top ten

Position for “best order management system”

Searches for its name, Google: 480 a month (“kibo commerce”)
AI search demand for its name, est.: 8 a month
Organic visits to its site: about 5,247 a month
Searches its site ranks for: 1,665 · 122 in the top three
Sites linking to it: 2,272
Paid Google search: No ads found in the estimate; that does not mean it runs none

Ads on GoogleDetailLess

22 ads · 22 text · 13 shown in the last 30 days

First shown May 2025, as Kibo Software, Inc., verified. Ads started 2025-11 to 2026-10: 14 in the year, 8 before.

On Google's pages: 1 2 3 4

In answers

This edition

Share of first choices

rank 7 of 131 in order management

Segment leader

25%

Zoho Inventory

First choices: 3 across its categories
Named in: 19 answers
Its own site cited: in 18 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 kibocommerce.com

3,822

subdomains included

Content

950

counted in the table below

Documentation

2,583

Product · Integration

29 · 3

Kind	Pages	Last 90 days	Latest	Categories named
Blog	514	10	2026-09-09	Order management, Ecommerce
Podcast or video	135	0	2024-11-13
News or press	126	2	2026-08-05	Order management, Ecommerce
Conference or event	75	1	2026-09-15
Case study	26	undated		Ecommerce
Webinar or virtual event	23	0	2026-01-06
Comparison	21	0	2026-06-26
Glossary or explainer	17	0	2026-06-19
Report or ebook	7	0	2026-01-06
Template or tool	6	1	2026-09-24

Most recent

2026-09-24Reports b2b repeat purchase checklist template or tool
2026-09-15Nrf europe 2026 conference or event
2026-09-09Inventory order management accuracy visibility promising blog
2026-08-31Best b2b ecommerce platforms blog
2026-08-24Dropship order management vendor onboarding inventory routing blog
2026-08-21Kibo thought leadership blog

Events in person

Last twelve months

September 29, 2026 to October 1, 2026KIBO at Shoptalk Fall 2026Music City Center, 201 5th Ave S, Nashville, null · exhibited
September 28, 2026Master B2B ExchangeNashville, null · spoke
reported August 2026NRF 2026place not stated · exhibited
March 24, 2026 to March 26, 2026Shoptalk Spring 2026Booth 1675, Las Vegas, US · exhibited

As the event pages on kibocommerce.com state them, read October 5, 2026.

How it is countedHide how it is counted

Every page kibocommerce.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 October 5, 2026.

Names read as Kibo Commerce

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

Kibo Commerce (Kibo OMS) 2KIBO Commerce 1

Follow Kibo Commerce

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

Kibo Commerce is its own company.

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In its own words

Stated by the vendor, not checked

Positioning: Unified Commerce & OMS Platform for B2B and B2C Ecommerce
kibocommerce.com
For: B2B and B2C ecommerce
kibocommerce.com
Price stated: Transparent pricing and flexible deployment options kibocommerce.com/pricing
Free plan or trial: 60 days free trial of Kibo’s platform and ability to build your POC. kibocommerce.com/partners
Certifications: MACH-Certified
Customers named: Home HardwareFortis Life SciencesBoscov’sThe Paper StoreReedsCalendars.comThe ODP CorporationAce Hardware
Not stated on the pages read: Starting price, integrations, hosting

What Kibo Commerce's own pages state, read October 5, 2026: kibocommerce.com, kibocommerce.com/pricing, kibocommerce.com/platform, kibocommerce.com/resources/case-studies, kibocommerce.com/partners. 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 Kibo Commerce'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 Kibo Commerce, 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 Kibo Commerce by email, built from the raw record of the edition. It shows:

where Kibo Commerce 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 Kibo Commerce, 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.