GTM AI Index
Index Vendors › Celigo · September 2026 Edition
1 category · Ranked

Celigo

34Judge labels
9First choices
1Negative labels
12 of 12Models named it
1Category
September 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-09-16.3, every buyer segment counted.
Best standing
12% in Automation & iPaaS for mid-market buyers
Rank 4 of 76 in the mid-market standingaccepted challenger
1 of 12 models made it the first choice on the direct prompt; 0% of its 18 labels there were negative.
By buyer segmentRead the same way at every buyer size.
In automation & ipaas · 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 Celigo 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 rateLabelsQuadrant
Workflow automation and iPaaSGTM data and infrastructure12%4 of 760%18accepted challenger

Movement

This is the first edition on this tier, so no move can be computed for Celigo yet. The next is due October 1, 2026. From the next edition this section shows, per buyer segment, whether its share moved by more than the measured noise floor.

By model

How each model treated Celigo across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.
ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.501001
GPT-5.4 mini01001
Gemini 3.5 Flash12003
Perplexity Sonar01001
Grok 4.1 Fast11002
Mistral Small02002
DeepSeek V4 Flash21003
Llama 4 Maverick01001
Qwen 3.7 Flash10001
Kimi K211002
GLM 4.7 FlashX01001
MiniMax M2.500000

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
Direct7 labels3
Paraphrase18 labels6
Comparative1 labelNone
Budget-constrained0 labelsNone
Scale-constrained3 labelsNone
Negative5 labels1not counted in share
First choiceAlternativeMentionNegative34 labels in all, every segment counted; 9 of the 10 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.

“Best Overall Balance: Celigo ... strikes a perfect middle ground between ease of use and power.” Qwen 3.7 Flash · Automation & iPaaS · paraphrase prompt · first choice
“Choose Celigo if you want faster time-to-value and lower operational overhead” DeepSeek V4 Flash · Automation & iPaaS · direct prompt · first choice
“Celigo: Best Overall for ERP-Centric & B2B E-Commerce Operations” Gemini 3.5 Flash · Automation & iPaaS · paraphrase prompt · first choice
“I'd recommend Celigo as the best overall fit” DeepSeek V4 Flash · Automation & iPaaS · paraphrase 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 Celigo, over the 34 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Celigo was named but was not.
ProductSame answerTook the first choice insteadHead to head
Workato29 of 3416Not in the top three
Zapier26 of 343Not in the top three
Boomi24 of 341Not in the top three
Make21 of 344Not in the top three
MuleSoft17 of 340Not in the top three
Microsoft Power Automate14 of 340Not in the top three
n8n14 of 340Not in the top three
Tray.ai10 of 341Not in the top three
Jitterbit9 of 340Not in the top three
SnapLogic5 of 340Not in the top three
A head-to-head page exists where both products are in a category's top three. 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 Celigo. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 4 of the 34 answers that named Celigo and are not a share of its labels.

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 Celigo'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 Celigo, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at celigo.com is approved on the spot, any other address is reviewed by hand.

Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.