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The most visible B2B automation platforms on Gemini, October 2026

October 2026 · 15 questions asked in English, worldwide · Gemini · 30 answers read

Leader

Make

83%of answers name it

Where engines disagree most

One engine

This page reads Gemini only. Set Engine to All to compare them.

Brands

Rank Brand Heralded Score Mentioned Recommended By engine Mentioned by Change
1#1 overall Make CZ 74 , range 58–83 83% 40% First reading
2#2 overall Zapier US 72 , range 55–81 83% 33% First reading
3#3 overall Microsoft Power Automate US 47 , range 36–66 47% 23% First reading
4#4 overall n8n DE 31 , range 7–43 20% 7% First reading
5#5 overall Workato US 31 , range 8–42 23% 3% First reading
= 6#6 overall Tray.io GB 8 , range 2–37 10% 3% First reading
= 6#6 overall UiPath RO 8 , range 2–36 13% 0% First reading
– Activepieces CA Too few answers 3% 3% First reading
– airSlate US Too few answers 0% 0% None First reading
– Appian US Too few answers 0% 0% None First reading

“=” marks brands whose score ranges overlap, so the test cannot separate them. Every brand named in at least three answers is ranked. By engine has one dot per engine (ChatGPT, Google AI Overviews, Gemini and Google AI Mode), darker the more often it names the brand.

Most cited sources

Rank Source Type Cited in Engines Pages cited Brands its pages mention
1 activepieces.com Brand site 6.7% 1 of 4 1 3
2 mixmax.com Vendor site 6.7% 1 of 4 1 1
3Withheld. Run a full Snapshot to see it.
4 ricoh-ap.com Vendor site 6.7% 1 of 4 1 2
5Withheld. Run a full Snapshot to see it.
6Withheld. Run a full Snapshot to see it.
7Withheld. Run a full Snapshot to see it.
8Withheld. Run a full Snapshot to see it.
9Withheld. Run a full Snapshot to see it.
10 ayautomate.com Consultancy 3.3% 1 of 4 1 11

The questions, and who wins each

QuestionLanguageWins it
can one automation handle approvals, notifications, and record updates English No brand recommended
how do i replace manual data entry across business software English No brand recommended
what can replace staff moving information between spreadsheets and apps English Make and Zapier, tied
how can i replace email handoffs with an automated process English Make
what can replace repetitive copy and paste work across tools English Make, Microsoft Power Automate, Tray.io and Zapier, tied

Each engine's top three

Method

Each month Heralded asks every engine the same buyer questions, twice each, and reads every answer. An answer counts 0 for a brand it leaves out, 50 for a brand it names and 100 for a brand it recommends, and the Heralded Score is built from those. A brand named in at least three answers gets a score and a place.

How the leaderboards are measured