3 categories · RankedMake
Make is a visual automation platform that lets teams build and run workflows connecting apps and data, with a claimed 3000 integrations · make.com ↗
Strongest at small business, contested with Prefect. Ranked 95 of 97 for enterprise buyers.
The standing depends on who is buying. Every model is asked the same questions for each company size.
Ranked first, contested: Prefect has 20%.
Prefect is first at 25%. 2 of 14 models made it the first choice when asked directly.
Apache Airflow is first at 29%.
Why models recommend it
“The Best Overall (Visual & Complex Logic): Make (formerly Integromat) ... Make is currently the strongest contender.”Qwen 3.7 Flash · Direct question · first choice
“the top recommendation for most mid‑market B2B organizations is: Make (formerly Integromat)”GLM 4.7 FlashX · Direct question · first choice
“Make is generally considered the best balance between power and cost for most businesses.”Qwen 3.7 Flash · Budget-constrained question · first choice
“Make starts from $10.59/mo, making it best for overall automation platform value”Claude Haiku 4.5 · Budget-constrained question · first choice
What gives them pause
“It's best avoided for complex or high-volume workflows.”Mistral Small · Negative question · warning
“tools like Zapier, Make.com ... Often lack proper allowlists, permission checks, or human-approval workflows.”Grok 4.20 · Negative question · warning
“Zapier, Make, or similar automation tools for high-volume, mission-critical processes”Perplexity Sonar · Negative question · warning
“be cautious for complex, high-scale, or mission-critical orchestration”Grok 4.20 · Negative question · warning
Also on the shortlist
The products named in the same answers as Make, over the 155 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 143 | 8 | Compare → | |
| 90 | 14 | Compare → | |
| 88 | 26 | View → | |
| 78 | 5 | Compare → | |
| 56 | 12 | Compare → | |
| 43 | 3 | View → | |
| 40 | 2 | Compare → | |
| 38 | 4 | Compare → | |
| 37 | 3 | Compare → | |
| 37 | 2 | View → |
What the models named instead of Make →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Make's own site, not checked by Gane.
- For
- businesses from startups to enterprises
- Price stated
- No credit card required
- Free plan or trial
- Get started free; No credit card required; No time limit on Free plan
- Integrations
- 3000
- Certifications
- GDPR, SOC 3, SOC 2 Type II
- Customers named
- Perk, Celonis, FranklinCovey, Teleclinic, Shop Accelerator Martech, Smaily, FINN
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 127 of the 155 answers that named Make and are not a share of its labels.
Domains cited
279 of the 312 domain citations in answers naming Make came from a third party's page. Thirty-three were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 0 | 1 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 2 | 0 | 3 |
| Perplexity Sonar | 1 | 3 | 1 | 1 | 6 |
| Grok 4.20 | 0 | 1 | 1 | 2 | 4 |
| Mistral Small | 0 | 1 | 1 | 1 | 3 |
| DeepSeek V4 Flash | 0 | 2 | 0 | 0 | 2 |
| Llama 4 Maverick | 0 | 3 | 0 | 0 | 3 |
| Qwen 3.7 Flash | 2 | 0 | 1 | 0 | 3 |
| Kimi K2 | 0 | 1 | 0 | 1 | 2 |
| GLM 4.7 FlashX | 1 | 1 | 2 | 0 | 4 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 2 | 2 | 0 | 4 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 375 | undated | |||
| Report or ebook | 281 | undated | |||
| Case study | 110 | undated | |||
| Glossary or explainer | 75 | undated | |||
| Webinar or virtual event | 73 | undated | |||
| Comparison | 15 | undated | |||
| Conference or event | 6 | undated | |||
| Template or tool | 5 | undated | |||
| News or press | 2 | undated | |||
| Podcast or video | 1 | undated |
How it is countedHide how it is counted
Every page make.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.