| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Workflow orchestration | Data platform | 5% | 6 of 79 | 33% | 18 | criticized challenger | ▼−4Since September 2026: 6% → 2%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| ETL and ELT | Data platform | 0% | 24 of 75 | 0% | 3 | under 10 labels · led by Fivetran at 40% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| API management | Developer platform | 0% | 23 of 61 | 0% | 2 | under 10 labels · led by Kong Gateway at 37% | newNew since September 2026: not ranked then, 0% now. |
| Robotic process automation | IT operations and endpoint | 0% | 31 of 68 | 0% | 1 | under 10 labels · led by Microsoft Power Automate at 51% |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Orchestration | 6% | 2% | ▼−4Since September 2026: 6% → 2%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 6 of 79, unchanged |
| ETL | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 44 → 24 of 75 |
| API management | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 23 of 61, unchanged |
| RPA | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 31 of 68, unchanged |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 3 | 0 | 0 | 3 |
| Perplexity Sonar | 1 | 0 | 3 | 0 | 4 |
| Grok 4.20 | 0 | 0 | 0 | 2 | 2 |
| Mistral Small | 0 | 1 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 0 | 1 | 0 | 1 | 2 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 1 | 2 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 1 | 0 | 0 | 0 | 1 |
| Muse Glimmer 30B | 1 | 0 | 1 | 0 | 2 |
Verbatim evidence the judge attached to positive labels.
“I'd put Workato on the shortlist first for a mid-market B2B company that needs reliable integrations plus governance” GPT-6 Luna · Orchestration · direct prompt · first choice
“Choose Workato when you need governed, auditable orchestration across CRM, marketing automation, RevOps and ERP” Muse Glimmer 30B · Orchestration · direct prompt · first choice
“the strongest default choice is usually Workato” Perplexity Sonar · Orchestration · direct prompt · first choice
“Workato or Tray.io: Enterprise-grade automation platforms. They are more expensive but offer top-tier security” Gemini 3.5 Flash · Orchestration · scale prompt · alternative
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.
“Workato specifically gets complaints about overwhelming complexity/pricing, steep onboarding, data limits” Grok 4.20 · Orchestration · negative prompt · soft negative
“typically starts around $15,000+/year, which can be overkill for many mid-market budgets” DeepSeek V4 Flash · Orchestration · direct prompt · soft negative
“Considerations: Higher cost, requires dedicated integration engineers” GLM 4.7 FlashX · Orchestration · direct prompt · soft negative
“Tools to be cautious about: Zapier, Make, Workato” Qwen 3.7 Flash · Orchestration · negative prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 64 of the 66 answers that named Workato and are not a share of its labels.
222 of the 222 domain citations in answers naming Workato came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Case study | 111 | 0 | 2026-02-10 | ||
| Report or ebook | 105 | 19 | 2026-09-08 | ||
| Comparison | 62 | 12 | 2026-09-01 | ||
| Podcast or video | 54 | 0 | 2024-10-01 | ||
| Glossary or explainer | 45 | 12 | 2026-09-18 | ||
| Blog | 34 | undated | |||
| Conference or event | 19 | 4 | 2026-09-18 | ||
| Webinar or virtual event | 14 | 0 | 2026-06-29 | ||
| Template or tool | 6 | 1 | 2026-07-08 | ||
| News or press | 4 | 0 | 2021-05-08 |
As the event pages on workato.com state them, read September 28, 2026.
Every page workato.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.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
What Workato's own pages state, read September 28, 2026: workato.com, workato.com/pricing, trust.workato.com, workato.com/platform, workato.com/customers. A claimed page can correct any of them.
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 Workato'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 Workato, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for Workato by email, built from the raw record of the edition. It shows: