How do AI models rank E-Signature Software?
The public record of what ChatGPT, Claude, Gemini, and Perplexity recommend. Ranked across 15 brands, dated at every close.
Model APIDocuSign holds #1 on consensus, at 50.
- ChatGPT—
- Claude—
- GeminiDocuSign
- PerplexityDocuSign
| Consensus rankAPI + Search: measured on the official model API with web search enabled | ChatGPT#1 DocuSign | Claude#1 DocuSign | Gemini#1 DocuSign | Perplexity#1 DocuSign |
|---|---|---|---|---|
1 DocuSignNo change from the last close 50 | Not named by ChatGPT | Not named by Claude | #1100No change from the last close | #1100No change from the last close |
2 Adobe Acrobat SignNo change from the last close 39 | Not named by ChatGPT | Not named by Claude | #285No change from the last close | #372Down 2 from the last close |
3 PandaDocNo change from the last close 31 | Not named by ChatGPT | Not named by Claude | #461Down 2 from the last close | #461Down 3 from the last close |
4 Dropbox SignNo change from the last close 29 | Not named by ChatGPT | Not named by Claude | #372Down 1 from the last close | #644Down 5 from the last close |
5 SignNowNew entry at the last close 26 | Not named by ChatGPT | Not named by Claude | #552New entry at the last close | #552New entry at the last close |
6 Zoho SignDown 1 from the last close 11 | Not named by ChatGPT | Not named by Claude | #644Down 4 from the last close | Not named by Perplexity |
7 Foxit eSignNew entry at the last close 10 | Not named by ChatGPT | Not named by Claude | Not named by Gemini | #738New entry at the last close |
8 RightSignatureNew entry at the last close 10 | Not named by ChatGPT | Not named by Claude | #738New entry at the last close | Not named by Perplexity |
9 EversignNew entry at the last close 8 | Not named by ChatGPT | Not named by Claude | #832New entry at the last close | Not named by Perplexity |
10 Jotform SignNew entry at the last close 8 | Not named by ChatGPT | Not named by Claude | Not named by Gemini | #832New entry at the last close |
11 SignRequestNew entry at the last close 7 | Not named by ChatGPT | Not named by Claude | #927New entry at the last close | Not named by Perplexity |
12 SignWellNew entry at the last close 7 | Not named by ChatGPT | Not named by Claude | Not named by Gemini | #927New entry at the last close |
13 BoldSignDown 4 from the last close 6 | Not named by ChatGPT | Not named by Claude | Not named by Gemini | #1023Down 9 from the last close |
14 DocHubNew entry at the last close 6 | Not named by ChatGPT | Not named by Claude | #1023New entry at the last close | Not named by Perplexity |
15 Xodo SignDown 7 from the last close 5 | Not named by ChatGPT | Not named by Claude | Not named by Gemini | #1120Down 10 from the last close |
Understand the chart.
Full glossaryThe record so far.
Consensus rank · top 5| Brand | Jul 6, 2026 | Aug 10, 2026 |
|---|---|---|
| DocuSign | #1 | #1 |
| Adobe Acrobat Sign | #2 | #2 |
| PandaDoc | #3 | #3 |
| Dropbox Sign | #4 | #4 |
| SignNow | not ranked | #5 |
The receipts.
Recorded 2026-08-10 · 4 model answersThe unedited answers this ranking is scored from. We record what each model said, word for word. Nothing summarized, nothing editorialized.
ChatGPT10 sources
ChatGPT · Recorded 2026-08-10
## My genuine pick: DocuSign
If you want the safest default for an important business, legal, procurement, or HR signing workflow, I would buy DocuSign: it has the strongest market recognition, broad integrations, mature workflow controls, detailed reporting, and unusually deep signer-authentication options—including access codes, SMS, phone, knowledge-based checks, and ID verification.
### Ranked recommendations
1. DocuSign eSignature — Best overall and the default choice for organizations that value counterparty familiarity, enterprise controls, integrations, and robust identity-verification options more than lowest cost.
2. Adobe Acrobat Sign — Choose this if your work is heavily PDF-based or your company already lives in Adobe Acrobat and Microsoft 365, because signing, PDF work, templates, bulk sends, mobile management, and APIs fit together especially well.
3. PandaDoc — Best for sales-led teams that need proposals, quotes, pricing tables, content libraries, payments, CRM workflows, and e-signing in one process rather than a standalone signature tool.
4. Dropbox Sign — My preferred simpler alternative for small and midsize teams, particularly Dropbox users, because it has an exceptionally low-friction signer experience, templates, reminders, audit trails, storage-connected workflows, and an API for embedded signing.
5. signNow — A strong value-oriented choice for teams that primarily need capable, straightforward e-signature workflows without paying DocuSign-level prices; it is particularly credible for small businesses and lean operations.
6. Zoho Sign — The obvious pick if you already run Zoho CRM, Zoho Books, Zoho Forms, or Zoho Flow, because native ecosystem automation matters more than having the most famous standalone signing brand.
7. OneSpan Sign — A better choice than the mainstream tools for security-sensitive, regulated, or high-assurance workflows that need strong authentication, embedded experiences, international support, and sophisticated compliance capabilities.
8. Jotform Sign — Best for organizations whose signature process starts with an intake form, waiver, application, or no-code workflow, since it combines a drag-and-drop document builder, extensive templates, and automatically generated audit trails.
9. BoldSign — A credible, developer-friendly alternative when API-driven or embedded signing is central to your product, especially because its API supports efficient document sending, field placement, webhooks, and identity-verification features.
10. Xodo Sign — Worth considering for a lower-cost, practical signing workflow, but I would put it behind the options above unless its pricing or existing Xodo/PDF workflow is materially better for your team.
Short version: buy DocuSign for enterprise-grade certainty; buy Adobe Acrobat Sign if PDFs and Acrobat are central; buy PandaDoc for revenue teams; buy Dropbox Sign or signNow if you want a simpler and typically more economical signing product.
Before committing, test the exact plan you intend to buy with a real agreement: confirm signer authentication, audit-certificate detail, signing order, reminders, templates, API needs, CRM/storage integrations, and any industry or jurisdiction-specific requirements.
Clauderaw answer
Claude · Recorded 2026-08-10
...
Geminiraw answer
Gemini · Recorded 2026-08-10
Here is a ranked list of the best e-signature tools based on overall capability, ease of use, and market trust: 1. DocuSign: It is the industry standard with extensive integrations, advanced features, and robust security for businesses of all sizes. 2. Adobe Acrobat Sign: This tool offers seamless integration with the Adobe ecosystem and provides enterprise-grade compliance and workflow automation. 3. Dropbox Sign (formerly HelloSign): It is highly regarded for its incredibly user-friendly interface and straightforward API that developers love. 4. PandaDoc: This is an excellent choice for sales teams that need document generation, payment collection, and proposal tracking alongside e-signatures. 5. SignNow: It provides exceptional value and affordability for small to medium-sized businesses without sacrificing core enterprise features. 6. Zoho Sign: This is the perfect cost-effective solution for teams already operating within the comprehensive Zoho business ecosystem. 7. RightSignature: Backed by Citrix, it delivers a clean user experience for quick and intuitive document signing. 8. Eversign: It is a great option for startups and freelancers due to its generous free tier and easy-to-use platform. 9. SignRequest: This is a simple, no-frills e-signature tool that is highly accessible, affordable, and very easy to adopt. 10. DocHub: It is best suited for users who need lightweight PDF editing and signing capabilities directly integrated with Google Workspace.
Perplexity10 sources
Perplexity · Recorded 2026-08-10
My top recommendation for most buyers is DocuSign because it is the most broadly established, widely trusted, and consistently ranked among the top e-signature tools across recent 2026 buyer guides and reviews.[1][3][8][10]
1. DocuSign — Best all-around choice for most businesses because it has the strongest market reputation and appears repeatedly near the top of current expert roundups.[1][8][10] 2. Adobe Acrobat Sign — Best choice if you already use Adobe tools, since it is consistently ranked among the leading e-signature platforms and fits naturally into Adobe-centric workflows.[9][10] 3. PandaDoc — Best for teams that want e-signatures plus document workflows, since it is repeatedly highlighted as a top 2026 option in comparison guides.[3][4][8] 4. signNow — Strong value option for practical signing workflows, and it appears in multiple current best-of lists as a serious mainstream alternative.[8] 5. Dropbox Sign — Good for simple, lightweight signing needs, especially if you want a straightforward tool rather than a full contract platform.[8][10] 6. Foxit eSign — Solid pick for buyers comparing established document-software vendors, with current reviews placing it among the better-known options.[10] 7. Jotform Sign — Best if your signing process is tied to forms and data collection, since it is included in current top-tool roundups as a notable alternative.[10] 8. SignWell — Worth considering for smaller teams that want a more focused e-signature product, and it is ranked highly in SignWell’s own 2026 comparison page.[9] 9. BoldSign — A credible budget-conscious option that shows up in recent best-tool lists, though with less market dominance than the leaders.[10] 10. Xodo Sign — A reasonable lower-profile option for basic document signing, but it appears more often as a secondary recommendation than a first-choice platform.[10]
If I were buying for a real team, I would start with DocuSign, then check Adobe Acrobat Sign if you are already in the Adobe ecosystem, and choose PandaDoc if you need stronger proposal/contract workflow features beyond simple signatures.[1][4][8][10]
How this ranking is measured1,610 queries · 4 models · updated aug 10, 2026Live data
This is the public record for E-Signature Software: the same questions, every model, every close. We ask each model the real questions buyers ask in this category and record which brands it recommends and in what order. A brand recommended at position i scores 100 × 0.85^(i−1) for that model (#1 = 100, #2 = 85, #3 = 72, …); unmentioned brands score 0.
Each model is ranked independently, so the columns disagree when the models disagree. The consensus score is the mean across the 4 models recorded at this close, and movement compares against the previous close.
We report what the models say. We don’t editorialize, and brands can’t pay to change their position.
This ranking is live: the numbers come from recorded model answers captured through the official model APIs, scored with the published formula above. The raw answers are on this page under “The receipts.”
- What we measure
- We measure on the official model APIs: the same question, the same settings, the same week, for every brand. Web search is on, so the models can draw on what is live on the web. Nothing is personalized to a user, which is what makes the columns comparable.
- What we don’t
- The consumer apps are a different surface. What a person sees inside a chat app can carry memory, personalization, and live experiments on top of the same model, so its answers can differ from the API’s. We do not measure that surface yet. True browser listings, recorded from the consumer apps, arrive with WDIR Ranked, the Pro product. WDIR Ranked · Coming soon
Updated Aug 10, 2026 · week of 2026-08-10
Read the Best E-Signature Software guide.
The same record as an editorial answer, with the reasoning spelled out: who leads, who is climbing, and where the models disagree.
Head to head.
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Narrow the record.
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