Workflow automation and iPaaS for small business buyers
Asked as “workflow automation and integration platform”, and as “iPaaS”, on behalf of a small B2B company. 54 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
01The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all twelve models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the two 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
08Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative70%
Key
01Make50%
Make50%02Zapier37%
Zapier37%03ClickUp6%
ClickUp6%04n8n2%
n8n2%05Pabbly Connect2%
Pabbly Connect2%06Workato2%
Workato2%07Microsoft Power Automate0%
Microsoft Power Automate0%08Boomi0%
Boomi0%02What they warned about
Five of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Mistral Small, Llama 4 Maverick, Qwen 3.7 Flash and MiniMax M2.5 changed. 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.
Workato60%
12 of 20 labels negative · 9 of 12 models · 10 hard negative
“Workato: It has sales-gated pricing, which can be in the low-thousands per month, making it unsuitable for small businesses.” Llama 4 Maverick, negative prompt
Zapier24%
16 of 67 labels negative · 9 of 12 models
“While it has a free tier, its paid plans can be expensive for small businesses, especially when compared to alternatives like Make.com.” Llama 4 Maverick, negative prompt
Microsoft Power Automate21%
7 of 34 labels negative · 7 of 12 models
“but only if you're a Microsoft shop (outside that ecosystem, its non-Microsoft connectors weaken and licensing gets complicated)” DeepSeek V4 Flash, negative prompt
n8n15%
8 of 53 labels negative · 7 of 12 models
“n8n has hidden costs too (even though it's "free")... If you're fully non-technical, the "free" price is a trap.” DeepSeek V4 Flash, negative prompt
03What they cite
Citations exist only for the models that return a source list: four of the twelve in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
20 of 72 answers in this category came back with a source list, from 4 of 12 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. 177 links across 98 sites, every framing counted. Ranked by the number of answers carrying the site or page. The other 8 models searched through a gateway that returned no source list on this edition.
vendor site · Guideflow7 answers · 7 citations · 2 models
vendor site · Zapier6 answers · 11 citations · 2 models
vendor site · ONES.com5 answers · 15 citations · 1 model
5 answers · 5 citations · 2 models
vendor site · WorksBuddy4 answers · 7 citations · 1 model
4 answers · 5 citations · 1 model
vendor site · Atlassian4 answers · 4 citations · 2 models
4 answers · 4 citations · 2 models
vendor site · Zapier3 answers · 3 citations · 1 model
3 answers · 3 citations · 2 models
3 answers · 3 citations · 2 models
3 answers · 3 citations · 1 model
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.
7 answers · 2 models
5 answers · 2 models
4 answers · 2 models
4 answers · 2 models
3 answers · 1 model
3 answers · 1 model
3 answers · 1 model
3 answers · 1 model
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 small B2B company?”Paraphrase“Which iPaaS would you recommend to a small business that sells to other businesses?”Comparative“What are the top workflow automation and integration platforms for a small team and how do they differ?”Budget-constrained“What is the best workflow automation and integration platform for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a workflow automation and integration platform. What should we look at?”Negative“Which workflow automation and integration platforms should a small business avoid or be cautious about?”
Claude Haiku 4.5Make, ZapierZapierChangedZapierMake, Zapierno first choiceagainst: GHL, HubSpot Operations Hub, Make, Relay.app, Smartsheet, Zapier
One alternative
Pabbly ConnectSix alternatives
Albato, Boomi, Jitterbit, Prismatic, Tray.ai, WorkatoThree alternatives
Make, Monday.com, n8nTwo alternatives
Pabbly Connect, Zoho FlowGPT-5.4 miniZapierMake, WorkatoChangedagainst: MuleSoftZapieragainst: Tray.ai, WorkatoZapier, n8nno first choiceagainst: IFTTT, Make, Microsoft Power Automate, Zapier, n8n
Three alternatives
Make, Microsoft Power Automate, n8nTwo alternatives
Boomi, Microsoft Power AutomateThree alternatives
Make, Microsoft Power Automate, n8nGemini 3.5 FlashMake, ZapierMakeChangedMake, ZapierMakeagainst: ZapierMake, Zapieragainst: Boomi, MuleSoft, Workatoagainst: Boomi, Microsoft Power Automate, MuleSoft, Pipedream, Tray.ai, Workato, Zapier, n8n
Three alternatives
HubSpot Operations Hub, Microsoft Power Automate, n8nThree alternatives
Celigo, Zapier, n8nThree alternatives
Activepieces, Zoho Flow, n8nTwo alternatives
Pabbly Connect, n8nOne alternative
n8nPerplexity SonarZapierZapierHeldZapierMakeno first choiceagainst: Boomi, Kissflow, Lindy, Microsoft Power Automate, SnapLogic, UiPath, Workato, n8n
Three alternatives
HubSpot Operations Hub, Make, n8nThree alternatives
APPSeCONNECT, Celigo, MakeSeven alternatives
Airtable, ClickUp, Make, Microsoft Power Automate, Monday.com, ONES.com, n8nThree alternatives
ClickUp, Zapier, n8nGrok 4.1 FastMakeMakeHeldagainst: APPSeCONNECT, Integrately, ZapierMake, ZapierMakeagainst: ZapierMake, Zapieragainst: MuleSoftagainst: Bardeen, Dell Boomi, Lindy, MuleSoft Anypoint, Workato, Zapier, n8n
Two alternatives
Zapier, n8nTwo alternatives
Pabbly Connect, n8nThree alternatives
Microsoft Power Automate, Pipedream, n8nTwo alternatives
Pabbly Connect, n8nThree alternatives
Microsoft Power Automate, Workato, n8nMistral SmallMakeZapierChangedMakeClickUpMake, Zapieragainst: Air.ai, ClickUp, DoNotPay, Ecommerce Empire Builders, FBA Machine, Passive Scaling, Pipefy, Trello, Workato, n8n
Four alternatives
Microsoft Power Automate, Pabbly Connect, Zapier, n8nThree alternatives
Celigo, Make, RapidiSix alternatives
ClickUp, Microsoft Power Automate, Monday.com, Pabbly Connect, Zapier, n8nThree alternatives
Make, Zapier, n8nTwo alternatives
ClickUp, Monday.comDeepSeek V4 FlashMakeagainst: n8nMakeHeldMakeagainst: IFTTTMakeagainst: ZapierMakeagainst: Boomi, MuleSoft, Tray.ai, Workatoagainst: Boomi, Celigo, IFTTT, Make, Microsoft Power Automate, MuleSoft, Workato, Zapier, n8n
One alternative
ZapierThree alternatives
Celigo, Zapier, n8nFive alternatives
Airtable, ClickUp, Monday.com, Zapier, n8nThree alternatives
ClickUp, Pabbly Connect, n8nTwo alternatives
Zapier, n8nLlama 4 Maverickno first choiceZapierChangedZapierClickUp, Pabbly Connect, Zapierno first choiceagainst: Beam.ai, GetDynamiq, Workato, Zapier
Four alternatives
ClickUp, Make, Microsoft Power Automate, n8nQwen 3.7 FlashMakeMake, ZapierChangedMake, Zapieragainst: Microsoft Power AutomateClickUp, Zapierno first choiceagainst: Automation Anywhere, Blue Prism, UiPath
Three alternatives
Microsoft Power Automate, Zapier, n8nFour alternatives
Albato, Boomi, Celigo, JitterbitOne alternative
n8nTwo alternatives
Make, n8nKimi K2MakeMakeHeldMake, ZapierMakeagainst: IFTTT, ZapierMakeagainst: Boomi, Tray.ai, Workato, Zapieragainst: Microsoft Power Automate, Tray.ai, Workato, Zapier
Two alternatives
Zapier, n8nTwo alternatives
Celigo, ZapierThree alternatives
ClickUp, Microsoft Power Automate, n8nTwo alternatives
Activepieces, n8nOne alternative
n8nGLM 4.7 FlashXZapierZapierHeldno first choiceMakeagainst: ZapierMakeagainst: Kissflow, Workatoagainst: Make, Pipedream, Salesforce Marketing Cloud, UiPath, Zapier
Two alternatives
Make, n8nTwo alternatives
Make, iPaaS.comSeven alternatives
Airtable, ClickUp, Make, Microsoft Power Automate, Monday.com, Zapier, n8nOne alternative
n8nThree alternatives
ClickUp, Microsoft Power Automate, ZapierMiniMax M2.5ZapierCeligo, ZapierChangedZapierMakeno first choiceagainst: Activepieces, Boomi, Make, Microsoft Power Automate, MuleSoft, Pipedream, SnapLogic, Supermetrics, Zapier, n8n
Three alternatives
HubSpot Workflows, Make, Microsoft Power AutomateTwo alternatives
Make, SyncAppsFour alternatives
ClickUp, Make, Microsoft Power Automate, n8nTwo alternatives
Microsoft Power Automate, n8nBold 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
Seventy-two rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 00:21 | no | 0 | 5 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:57 | yes | 6 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 05:06 | yes | 9 | 22 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-15 01:31 | yes | 20 | 4 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-09-15 01:28 | yes | 0 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 22:58 | yes | 0 | 10 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-14 23:13 | yes | 0 | 17 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-14 23:40 | yes | 0 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 03:06 | yes | 0 | 21 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 01:37 | yes | 0 | 102 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 01:44 | yes | 0 | 41 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 02:33 | yes | 0 | 10 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 02:58 | yes | 13 | 7 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 04:22 | no | 0 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 02:27 | yes | 6 | 19 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-15 01:18 | yes | 20 | 5 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-09-15 02:05 | yes | 0 | 8 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 00:58 | yes | 0 | 6 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 03:29 | yes | 0 | 32 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 00:17 | yes | 0 | 1 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 23:13 | yes | 0 | 33 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 02:11 | yes | 0 | 29 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 01:52 | yes | 0 | 17 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 00:04 | yes | 0 | 13 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 00:42 | yes | 7 | 11 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-14 23:49 | yes | 3 | 6 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 01:04 | yes | 10 | 19 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-15 01:30 | yes | 19 | 9 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-09-15 01:59 | yes | 0 | 9 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 00:34 | yes | 0 | 11 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 05:06 | yes | 0 | 24 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 04:54 | yes | 0 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 00:15 | yes | 0 | 32 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 02:56 | yes | 0 | 31 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 04:38 | yes | 0 | 59 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-14 22:57 | yes | 0 | 10 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-14 23:06 | yes | 9 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 04:23 | yes | 2 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 01:04 | yes | 9 | 20 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-15 04:36 | yes | 20 | 6 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-09-14 23:56 | yes | 0 | 7 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 01:28 | yes | 0 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 00:05 | yes | 0 | 24 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 02:28 | yes | 0 | 1 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 00:33 | yes | 0 | 19 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-14 23:05 | yes | 0 | 30 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 03:10 | yes | 0 | 24 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 00:21 | no | 0 | 9 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 02:18 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 00:42 | no | 0 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 02:24 | yes | 9 | 24 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-15 01:37 | yes | 20 | 6 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-09-15 00:10 | yes | 0 | 8 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 03:06 | yes | 0 | 9 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 02:14 | yes | 0 | 19 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 02:49 | yes | 0 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 00:44 | yes | 0 | 47 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 02:14 | yes | 0 | 30 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 03:19 | yes | 0 | 52 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 04:59 | yes | 0 | 17 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 01:56 | yes | 14 | 12 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 01:29 | yes | 4 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-14 23:57 | yes | 16 | 22 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-14 22:51 | yes | 20 | 8 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-09-15 04:01 | yes | 0 | 12 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 22:58 | yes | 0 | 17 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 01:58 | yes | 0 | 36 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 02:49 | yes | 0 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 23:40 | yes | 0 | 24 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 03:18 | yes | 0 | 81 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 05:03 | yes | 0 | 49 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 03:17 | yes | 0 | 22 s |
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
Unresolved, counted raw
Apideck
Bardeen
Beam.ai
Coherence
DBSync
DoNotPay
GHL (GoHighLevel)
GetDynamiq
Lindy AI
MuleSoft Anypoint
Munro Agency
Passive Scaling
Rapidi
Relay
SyncApps
Unified.to
iPaaS.com
Discontinued, still offered
No shut-down product was recommended here.