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The most visible e-signature tools on Gemini, October 2026

October 2026 · 12 questions asked in English, worldwide · Gemini · 24 answers read

Most cited source

google.com

31citations

From Gemini

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
– Signaturit ES Too few answers 0% 0% None First reading
– Signeasy IN Too few answers 8% 4% None First reading
– Skribble CH Too few answers 0% 0% None First reading
– SkySlope DigiSign US Too few answers 4% 4% First reading
– sproof sign AT Too few answers 0% 0% None First reading
– Subnoto Too few answers 4% 0% None First reading
– Validated ID ES Too few answers 0% 0% None First reading
– Xodo Sign CA Too few answers 0% 0% None First reading
– Yousign FR Too few answers 8% 4% None First reading
– Zignature US Too few answers 4% 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 google.com Vendor site 50.0% 1 of 4 31 Not read
2Withheld. Run a full Snapshot to see it.
3 docusign.com Brand site 20.8% 1 of 4 4 4
4Withheld. Run a full Snapshot to see it.
5Withheld. Run a full Snapshot to see it.
6 documentesign.com Vendor site 12.5% 1 of 4 2 13
7Withheld. Run a full Snapshot to see it.
8Withheld. Run a full Snapshot to see it.
9 boldsign.com Brand site 8.3% 1 of 4 1 4
10Withheld. Run a full Snapshot to see it.

The questions, and who wins each

QuestionLanguageWins it
e-signature software with the best support English DocuSign
which e-signature software do experts recommend English Adobe Acrobat Sign, DocuSign, PandaDoc and signNow, 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