July 2026 snapshot · 72 AI answers Contested

E-signature & Contracts: AI Visibility Ranking

Electronic signature and contract lifecycle management software. Right now, DocuSign is the brand AI assistants recommend most, with a Visibility Score of 72 and the #1 spot in 63% of answers. Head-to-head: DocuSign vs PandaDoc →

These rankings are measured from what the three models know from training, not a live web search. The live-web grounded surface is rolling out across the index. Methodology.

DocuSign defaults, but PandaDoc is the real AI darling.

DocuSign wins on first-pick rate at 63% but PandaDoc actually appears in more answers overall, showing up in 86% of responses across all three models. PandaDoc also reverses the standings on Gemini, where it scores 74 against DocuSign's 63, suggesting the gap at the top is narrower than the headline scores imply. ChatGPT is the outlier that hurts SignNow most, scoring it just 7.5 against Claude's 42 and Gemini's 38, meaning one model is quietly suppressing its visibility far more than the others.

AI-generated analysis of the July 2026 measurements.

#	Brand	Visibility Score	Mention rate	Avg. position	#1 pick rate	Models
1	DocuSign	72 ±2.2	75%	1	63%	ChatGPT #1 Claude #1 Gemini #2
2	PandaDoc	69 ±3.7	86%	3	24%	ChatGPT #3 Claude #2 Gemini #1
3	Dropbox Sign	59 ±4.1	78%	3	3%	ChatGPT #2 Claude #4 Gemini #3
4	Adobe Acrobat Sign	49 ±3.9	61%	3	0%	ChatGPT #4 Claude #3 Gemini #4
5	SignNow	29 ±4.7	43%	4	4%	ChatGPT #12 Claude #5 Gemini #5
6	Ironclad	19 ±2.5	28%	4	0%	ChatGPT #7 Claude #8 Gemini #7
7	Zoho Sign	19 ±3.9	35%	6	1%	ChatGPT #5 Claude #11 Gemini #6
8	SignWell	16 ±6.2	24%	4	3%	ChatGPT #6 Claude #6 Gemini #13
9	Proposify	10 ±0.9	13%	3	0%	ChatGPT #11 Claude #9 Gemini #9
10	HubSpot	9 ±2.4	13%	4	0%	ChatGPT #8 Claude Gemini #8
11	Icertis	8 ±1.5	18%	7	0%	ChatGPT #9 Claude #13 Gemini #12
12	DocuSeal	8 ±1.4	10%	3	3%	ChatGPT Claude #7 Gemini #11
13	HoneyBook	5 ±2.2	7%	3	0%	ChatGPT Claude #12 Gemini #10
14	Conga	5 ±2.4	13%	7	0%	ChatGPT #13 Claude #10 Gemini
15	Agiloft	5 ±3.1	7%	4	0%	ChatGPT #10 Claude #14 Gemini

The ± under each score is the reliability band: how much the number would move if we re-ran the identical measurement. It is tight because each prompt is sampled multiple times. It is not the same as how much the ranking depends on which prompts we ask — a separate, wider figure shown on hover.

Just below the cutoff: Better Proposals (4.6), Signaturely (4.4), Documenso (3.5), SignRequest (3.3), OneSpan (3.2). 60 brands were scored in this category; the leaderboard shows the top 15.

Visibility Score: position-weighted presence across all measured answers, 0 to 100. A score of 100 means the brand was the first recommendation in every answer. Every point in a trend line is a live monthly measurement; there is no modeled or backfilled history. Full methodology.

Openness 28/100: the share of this category's recommendation weight not held by the leader.

Compare brands in E-signature & Contracts head-to-head → · Explore the prompt tree →

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Do the models agree?

Per-model Visibility Scores for the top 10. A long gray bar means the three assistants disagree about the brand. Hover a row for exact values.

ChatGPT Claude Gemini

Where they land in the answer

When a brand is mentioned, where does it appear? Box shows the middle 50% of positions, the thick line is the median, whiskers are the extremes. Hover a row for the detail.