Workflow automation and iPaaS
Asked as “workflow automation and integration platform”, and as “iPaaS”, on behalf of a mid-market B2B software company. 52 first choices recorded across the direct, paraphrase, budget and scale prompts, six models each.
01The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all six models, for a mid-market B2B software company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the four products at 0%, ordered by negative rate
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its vendor page.
Head to head
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
01
02
03
04
05
06
07
08
09
10
11
12Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01Workato38%
Workato38%02Make17%
Make17%03n8n12%
n8n12%04Celigo12%
Celigo12%05Boomi6%
Boomi6%06SnapLogic6%
SnapLogic6%07Tray.ai4%
Tray.ai4%08Pabbly Connect2%
Pabbly Connect2%09Microsoft Power Automate0%
Microsoft Power Automate0%10Activepieces0%
Activepieces0%11MuleSoft0%
MuleSoft0%12Zapier0%
Zapier0%02What they warned about
A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
Zapier61%
34 of 56 labels negative · 11 of 6 models · 7 hard negative
“Avoid Tier 2 consumer tools (like standard Zapier) because as soon as you hit 700+ employees, the lack of governance and error handling will cause compliance issues.” Qwen 3.7 Flash, scale prompt
MuleSoft59%
13 of 22 labels negative · 7 of 6 models · 5 hard negative
“you likely want to avoid bloated legacy enterprise platforms (like MuleSoft) that require expensive, certified developers” Gemini 3.5 Flash, paraphrase prompt
Workato13%
7 of 53 labels negative · 7 of 6 models · 3 hard negative
“### Workato **Avoid or Use with Caution If:** ... overkill and significantly more expensive than necessary” GLM 4.7 FlashX, negative prompt
n8n18%
8 of 44 labels negative · 7 of 6 models · 1 hard negative
“**n8n** ⚠️ **SECURITY CONCERNS** ... Webhook URLs have been actively abused by threat actors since October 2025” Mistral Small, negative prompt
03What they cite
Citations exist only for the models that return a source list: four of the six in this edition.
Sites the answers cite
24 of 72 answers in this category came back with a source list, from 4 of 6 models: citations where the model returns them, or the search results it consulted. 6 of those lists are Google grounding redirects that name no site and are left out of the counts. 212 links across 137 sites, every framing counted. Ranked by the number of answers carrying the site or page. The other 2 models searched through a gateway that returned no source list on this edition.
6 answers · 6 citations · 2 models
vendor site · Guideflow6 answers · 6 citations · 2 models
vendor site · Zapier5 answers · 7 citations · 3 models
5 answers · 6 citations · 2 models
vendor site · ONES.com4 answers · 14 citations · 2 models
3 answers · 4 citations · 2 models
vendor site · Gartner3 answers · 4 citations · 2 models
vendor site · Atlassian3 answers · 3 citations · 2 models
3 answers · 3 citations · 2 models
3 answers · 3 citations · 2 models
vendor site · SnapLogic3 answers · 3 citations · 2 models
3 answers · 3 citations · 2 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
6 answers · 2 models
6 answers · 2 models
4 answers · 2 models
3 answers · 2 models
3 answers · 2 models
3 answers · 2 models
2 answers · 1 model
2 answers · 2 models
2 answers · 2 models
2 answers · 2 models
04How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ModelDirect“What is the best workflow automation and integration platform for a mid-market B2B company?”Paraphrase“Which iPaaS would you recommend to a mid-sized B2B company?”Comparative“What are the top workflow automation and integration platforms and how do they differ?”Budget-constrained“What is the best workflow automation and integration platform for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a workflow automation and integration platform. What should we look at?”Negative“Which workflow automation and integration platforms should I avoid or be cautious about?”
Claude Opus 5no first choiceno first choiceno first choiceno first choiceno first choicenothing named
Claude Opus 4.8no first choiceno first choiceno first choiceno first choiceno first choicenothing named
GPT-6 Astrano first choiceno first choiceno first choiceno first choiceno first choicenothing named
GPT-5.6 Solno first choiceno first choiceno first choiceno first choiceno first choicenothing named
Gemini 3.1 Prono first choiceno first choiceno first choiceno first choiceno first choicenothing named
Perplexity Sonar Prono first choiceno first choiceno first choiceno first choiceno first choicenothing named
Bold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
05The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency. Full answer text is in the free responses file. Download the record
Zero rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
Category-scoped readings
HubSpot read as HubSpot Operations Hub
Hubspot read as HubSpot Operations Hub
Unresolved, counted raw
Automatisch
Azure Fabric
Budibase
Cflow
CodeWords
HubSpot Operations Workflow
IBM App Connect / WebSphere
Jitterbit Harmony
Launchpad
Lindy AI
PagerDuty
SAP
Salesforce Apex/Flow
Tibco Mashery / Tibco ESB
Tonkean
Windmill
Wrk
Discontinued, still offered
No shut-down product was recommended here.