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

MuleSoft

61Judge labels
3First choices
26Negative 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
6% in Automation & iPaaS for enterprise buyers
Rank 75 of 76 in the mid-market standingcriticized challenger
0 of 12 models made it the first choice on the direct prompt; 59% of its 22 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 MuleSoft 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 infrastructure0%75 of 7659%22criticized challenger

Movement

This is the first edition on this tier, so no move can be computed for MuleSoft 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 MuleSoft across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.
ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.500000
GPT-5.4 mini01012
Gemini 3.5 Flash00044
Perplexity Sonar00011
Grok 4.1 Fast00101
Mistral Small00213
DeepSeek V4 Flash00134
Llama 4 Maverick00000
Qwen 3.7 Flash00213
Kimi K201023
GLM 4.7 FlashX00000
MiniMax M2.501001

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
Direct8 labelsNone
Paraphrase14 labels3
Comparative11 labels1not counted in share
Budget-constrained7 labelsNone
Scale-constrained11 labelsNone
Negative10 labels1not counted in share
First choiceAlternativeMentionNegative61 labels in all, every segment counted; 3 of the 5 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.

“Choose MuleSoft if you are: very API-centric, already an enterprise-scale IT organization” GPT-5.4 mini · Automation & iPaaS · direct prompt · alternative
“Considerations: Higher price point, steeper learning curve” MiniMax M2.5 · Automation & iPaaS · paraphrase prompt · alternative
“Have complex API-first enterprise architecture | MuleSoft” Kimi K2 · Automation & iPaaS · 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.

“you likely want to avoid bloated legacy enterprise platforms (like MuleSoft) that require expensive, certified developers” Gemini 3.5 Flash · Automation & iPaaS · paraphrase prompt · hard negative
“Avoid: MuleSoft unless you're already deeply committed to Salesforce's ecosystem” Kimi K2 · Automation & iPaaS · scale prompt · hard negative
“Avoid MuleSoft, Workato, and Tray.io (unless you are a major enterprise)” Gemini 3.5 Flash · Automation & iPaaS · negative prompt · hard negative
“Avoid unless you're already in the Salesforce ecosystem” Mistral Small · Automation & iPaaS · paraphrase prompt · hard negative

Named alongside

The products named in the same answers as MuleSoft, over the 61 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and MuleSoft was named but was not.
ProductSame answerTook the first choice insteadHead to head
Workato56 of 6122Not in the top three
Boomi44 of 614Not in the top three
Zapier40 of 614Not in the top three
Make33 of 616Not in the top three
n8n32 of 611Not in the top three
Microsoft Power Automate30 of 613Not in the top three
Tray.ai21 of 613Not in the top three
Celigo17 of 616Not in the top three
SnapLogic11 of 611Not in the top three
Pipedream8 of 610Not 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 MuleSoft. 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 8 of the 61 answers that named MuleSoft and are not a share of its labels.

Domains cited

boomi.com3
docs.workato.com2
gartner.com2
learn.g2.com2
mulesoft.comYour site2
alphabold.com1
analyticsinsight.net1
apideck.com1
appseconnect.com1
atlassian.com1

Fourteen of the sixteen domain citations in answers naming MuleSoft came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Names read as MuleSoft

What the judge wrote, as written, with how often. The vendor table decides that these count as MuleSoft; a claim can dispute any of them.
MuleSoft (Anypoint Platform) 1MuleSoft (Anypoint) 1MuleSoft (Salesforce) 1

The company

MuleSoft.
Website
mulesoft.com
Headquarters
San Francisco, United States
Founded
2006
Ownership
Part of Salesforce

From Wikidata, fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata · Crunchbase

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 MuleSoft'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 MuleSoft, 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 mulesoft.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.

Subscribe to the pack