Index › Products › SPS Commerce Fulfillment EDI · October 2026 Edition

1 category · Named, not ranked

SPS Commerce Fulfillment EDI

13Judge labels

2First choices

2Negative labels

8 / 14Models named it

1Category

October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.8, every buyer segment counted.

Standing

6 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. SPS Commerce Fulfillment EDI was named 6 times in EDI, where TrueCommerce EDI led with 32%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small business32 of 83

under the label threshold

Mid-market6 of 93

under the label threshold

Enterprise53 of 70

under the label threshold

In edi · 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 SPS Commerce Fulfillment EDI 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	3%	6 of 93	0%	6	under 10 labels · led by TrueCommerce EDI at 32%

Movement

This is the first edition on this tier, so no move can be computed for SPS Commerce Fulfillment EDI 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 SPS Commerce Fulfillment EDI across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

ShowHide

Model	First choice	Alternative	Labels
Claude Haiku 4.5	0	0	0
GPT-5.4 mini	0	0	0
Gemini 3.5 Flash	0	0	0
Perplexity Sonar	0	1	1
Grok 4.1 Fast	1	1	2
Mistral Small	1	0	1
DeepSeek V4 Flash	0	1	1
Llama 4 Maverick	0	0	0
Qwen 3.7 Flash	0	0	0
Kimi K2	0	0	0
GLM 4.7 FlashX	0	0	0
MiniMax M2.5	0	0	0
GPT-6 Luna	0	0	0
Muse Glimmer 30B	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 labels1

Paraphrase5 labels1

Comparative4 labelsNone

Budget-constrained0 labelsNone

Scale-constrained0 labelsNone

Negative1 labelNone

First choiceAlternativeMentionNegative13 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.

“Start with TrueCommerce or SPS Commerce if you're in retail/consumer goods” Grok 4.1 Fast · EDI · direct prompt · first choice

“Cleo Integration Cloud and SPS Commerce are top recommendations” Mistral Small · EDI · paraphrase prompt · first choice

“Choose SPS Commerce if your business is centered on retail/wholesale trading-partner compliance and onboarding.” Perplexity Sonar · EDI · comparative prompt · alternative

“Easiest for retail beginners but slower onboarding (weeks+), limited visibility/control, per-transaction pricing.” Grok 4.1 Fast · EDI · comparative 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 SPS Commerce Fulfillment EDI, over the 13 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and SPS Commerce Fulfillment EDI was named but was not.

ShowHide

ProductSame answerTook the first choice insteadHead to head

TrueCommerce EDI11 of 132Not among the top eight

Cleo Integration Cloud8 of 133Not among the top eight

Celigo Integrator.io7 of 130Not among the top eight

eZCom Software EDI5 of 132Not among the top eight

Orderful5 of 131Not among the top eight

KhooCommerce3 of 130Not among the top eight

OpenText Freeway Cloud3 of 130Not among the top eight

Boomi B2B/EDI Management2 of 131Not among the top eight

AWS Transfer Family2 of 130Not among the top eight

Cargoson2 of 130Not 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 SPS Commerce Fulfillment EDI. 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 13 of the 13 answers that named SPS Commerce Fulfillment EDI and are not a share of its labels.

Domains cited

g2.com13

capterra.com9

learn.g2.com9

cleo.com8

softwareconnect.com8

orderful.com6

softwareadvice.com6

sourceforge.net6

getapp.com5

jitterbit.com5

No domain is on file for SPS Commerce Fulfillment EDI, so its own site is not marked.

Pages cited

learn.g2.com/best-edi-software9

g2.com/categories/electronic-data-interchange-edi8

softwareconnect.com/roundups/best-edi-software-providers8

jitterbit.com/blog/best-edi-platforms5

capterra.com/edi-software4

capterra.com/resources/best-edi-software-ease-of-use-smbs4

cleo.com/blog/best-edi-solution-providers4

g2.com/categories/electronic-data-interchange-edi/enterprise4

Pages are listed as the models cited them.

Search and answers

Where SPS Commerce Fulfillment EDI stands in Google search beside where it stands in the models' answers.

ShowHide

In search

Google, US estimates

Searches for its name, Google: 20 a month (“sps commerce fulfillment edi”)
AI search demand for its name, est.: 0 a month
Its own site: No site of its own on file, so no site figures

In answers

This edition

Share of first choices

rank 6 of 93 in EDI

Segment leader

32%

TrueCommerce EDI

First choices: 2 across its categories
Named in: 13 answers
Its own site cited: No site on file to match

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.

Follow SPS Commerce Fulfillment EDI

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.

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 SPS Commerce Fulfillment EDI'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 SPS Commerce Fulfillment EDI, 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 SPS Commerce Fulfillment EDI by email, built from the raw record of the edition. It shows:

where SPS Commerce Fulfillment EDI 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 SPS Commerce Fulfillment EDI, 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.