Who AI recommendsOriginal data, captured 24 Oct 2026
Who AI recommends for contract management software
What Google AI Mode and Perplexity named, in order, when asked “best contract management software for startups 2026”, and the pages they cited.
Asked “best contract management software for startups 2026” on 24 October 2026, Google AI Mode named 6 vendors, led by SpotDraft, Juro and PandaDoc, and Perplexity named 6, led by Juro, PandaDoc and ContractSafe. 3 of the 9 vendors appeared in both answers, but they split on first place: SpotDraft for Google AI Mode, Juro for Perplexity.
Captured on: Google AI Mode ; Perplexity .
Which contract management software does Google AI Mode recommend for startups?
Google AI Mode named 6 vendors for “best contract management software for startups 2026” on 24 October 2026, in this order: SpotDraft, Juro, PandaDoc, CaseDocker, Zoho Contracts and Leegality. SpotDraft came first. 3 of the 6 names carried a link in the answer. The answer cited 3 sources from 3 domains.
| # | Vendor, as named | Link in answer |
|---|---|---|
| 1 | SpotDraft | None shown |
| 2 | Juro | juro.com/learn/contract-management-software |
| 3 | PandaDoc | pandadoc.com/blog/contract-auditing-what-you-need-to-know |
| 4 | CaseDockerOwn site also cited | industowerscasedocker.com/landing/best/best-clm-software-for-startups-india |
| 5 | Zoho Contracts | None shown |
| 6 | Leegality | None shown |
Also mentioned, not counted as picks: Ironclad (named in the opening paragraph, not in the table or picks); LinkSquares (named in the opening paragraph, not in the table or picks); Icertis (named in a section on when to consider enterprise CLMs); DocuSign (mentioned as an integration).
The answer included an India-specific row (CaseDocker) and India eSign features; the capture was made from India.
Which contract management software does Perplexity recommend for startups?
Perplexity named 6 vendors for the same question, in this order: Juro, PandaDoc, ContractSafe, SpotDraft, Ironclad and SignWell. Juro came first. Its Links tab listed 10 sources from 10 domains. The answer was personalised: it addressed the signed-in account’s own company by name. PandaDoc, ContractSafe and Ironclad also had a page on their own site among the cited sources.
| # | Vendor, as named | Link in answer |
|---|---|---|
| 1 | Juro | None shown |
| 2 | PandaDocOwn site also cited | None shown |
| 3 | ContractSafeOwn site also cited | None shown |
| 4 | SpotDraft | None shown |
| 5 | IroncladOwn site also cited | None shown |
| 6 | SignWell | None shown |
Personalisation seen on screen: Answer included a "My recommendation for Klype" section. Vendors that appeared only in that personalised part are listed as mentions, not picks.
Do Google AI Mode and Perplexity agree?
3 of the 9 distinct vendors named appeared in both answers: SpotDraft, Juro and PandaDoc. They split on first place: Google AI Mode led with SpotDraft, Perplexity with Juro. Only Google AI Mode named CaseDocker, Zoho Contracts and Leegality. Only Perplexity named ContractSafe, Ironclad and SignWell. Positions differ between the engines, as the table shows.
| Vendor | Google AI Mode | Perplexity |
|---|---|---|
| SpotDraft | #1 | #4 |
| Juro | #2 | #1 |
| PandaDoc | #3 | #2 |
| CaseDocker | #4 | Not named |
| Zoho Contracts | #5 | Not named |
| Leegality | #6 | Not named |
| ContractSafe | Not named | #3 |
| Ironclad | Not named | #5 |
| SignWell | Not named | #6 |
Which sources did the AI answers cite?
Google AI Mode cited 3 sources and Perplexity cited 10, with 1 domain in common (larksuite.com). Not one cited page appeared in both lists. Vendor pages were the most common source type, with 8 of 13 citations, followed by listicles with 2. Reddit, YouTube and LinkedIn together supplied 1. G2 and Capterra-style review sites supplied 1.
| Cited domain and type | Perplexity | |
|---|---|---|
| larksuite.comVendor page | 1 | 1 |
| bindlegal.comVendor page | 0 | 1 |
| contractsafe.comVendor page | 0 | 1 |
| dupple.comPublisher | 0 | 1 |
| general.legalListicle | 0 | 1 |
| hyperstart.comVendor page | 0 | 1 |
| industowerscasedocker.comVendor page | 1 | 0 |
| ironcladapp.comVendor page | 0 | 1 |
| pandadoc.comVendor page | 0 | 1 |
| sourceforge.netG2/Capterra | 0 | 1 |
| toolradar.comListicle | 0 | 1 |
| youtube.comYouTube | 1 | 0 |
Counts are cited URLs per domain. Type is the author’s classification: vendor page (a software company’s own site), listicle (a third-party list or comparison page), G2/Capterra (review marketplaces), Reddit, YouTube, LinkedIn, publisher (news and media).
Every cited URL (13)
Google AI Mode
Perplexity
- ironcladapp.com/journal/contract-management/best-contract-management-tools (Vendor page)
- pandadoc.com/blog/best-contract-management-software (Vendor page)
- contractsafe.com/blog/best-contract-management-software (Vendor page)
- general.legal/blog/best-startup-tools-for-managing-contracts (Listicle)
- dupple.com/learn/best-contract-management-software (Publisher)
- toolradar.com/best/contract-management/for/startups (Listicle)
- hyperstart.com/blog/best-contract-management-software (Vendor page)
- bindlegal.com/resources/best-software/startups-clm-2026 (Vendor page)
- sourceforge.net/software/contract-management/for-startup (G2/Capterra)
- larksuite.com/en_us/blog/management-contract-software (Vendor page)
What do the cited pages have in common?
9 of the 13 cited pages have “best”, “top”, “vs”, “alternatives” or “comparison” in the URL, so most are list or comparison pages. 8 sit on software vendors’ own sites, often a blog post ranking the category. 2 are third-party listicles. 1 carries 2026 in the URL.
- List-style URLs: 9 of 13 cited pages have “best”, “top”, “vs”, “alternatives” or “comparison” in the path.
- Year in the URL: 1 of 13 include 2026.
- By type: Vendor page 8, Listicle 2, G2/Capterra 1, YouTube 1, Publisher 1.
- Google AI Mode named CaseDocker at #4 and cited its own page industowerscasedocker.com/landing/best/best-clm-software-for-startups-india.
- Perplexity named PandaDoc at #2 and cited its own page pandadoc.com/blog/best-contract-management-software.
- Perplexity named ContractSafe at #3 and cited its own page contractsafe.com/blog/best-contract-management-software.
- Perplexity named Ironclad at #5 and cited its own page ironcladapp.com/journal/contract-management/best-contract-management-tools.
What should a company missing from this answer do?
A company missing from these answers should get onto the pages the engines already cite, publish its own dated comparison page for this exact question, and put a short walkthrough on YouTube. Each step below names the specific pages from this run, so the work starts from what the engines read rather than from guesswork.
- Get onto the third-party pages that fed these answers. 4 of the 13 citations came from listicles, publishers and review sites. The most cited here were dupple.com, general.legal and sourceforge.net. Ask each author to evaluate your product for their next update, with a demo account and a clear one-line positioning for startups.dupple.com/learn/best-contract-management-software · general.legal/blog/best-startup-tools-for-managing-contracts · sourceforge.net/software/contract-management/for-startup
- Publish your own answer to this exact question. Vendor-owned pages supplied 8 of the 13 citations. Write a dated page that answers “best contract management software for startups 2026” honestly, with a comparison table, who each option suits, and the year in the URL. Pages like industowerscasedocker.com/landing/best/best-clm-software-for-startups-india were cited for this question.industowerscasedocker.com/landing/best/best-clm-software-for-startups-india
- Answer the question on YouTube. Google AI Mode cited 1 YouTube video for this question, while Perplexity cited none. A 5 to 10 minute screen-share that compares the options and says who each one suits is the format these answers pulled from.youtube.com/watch?v=2ZTIdiBb3Z4
What are the limits of this data?
This is one run of one question per engine, on 24 October 2026, from a signed-in browser in India. AI answers change between runs, by location and by account: Perplexity personalised its answers to the asking company, and a reload of one question changed Google AI Mode’s first pick. Treat these lists as a dated snapshot.
- One run per engine on one date. A second load can return a different list: on the AI SDR tools question, a reload one minute later changed Google AI Mode’s first pick.
- Location: the browser was in India, and Google AI Mode localises answers.
- Personalisation: both engines were used from signed-in accounts. Perplexity addressed the account’s own company by name in this answer.
- Vendors count only when presented as an option; other mentions are listed separately, with the context seen.
- Source types are the author’s classification, made by domain owner. The JSON lets you re-classify.
How was this data captured?
Each question was phrased as “best <category> for startups 2026” and opened once in Google AI Mode and once in Perplexity on 24 October 2026. The rendered answer was read with a script, vendors were recorded in order of first appearance, and every source in the answer’s source list was saved with its path.
Google AI Mode was opened at its udm=50 search address, and the full source panel was read after expanding “Show all”. Perplexity was opened with the question in the address and its Links tab was read. Paths were kept and query strings dropped, except YouTube video ids. Products from the same company keep the answer’s wording in the tables and are matched as one vendor when comparing engines. Nothing was estimated or filled in.
Captured on: Google AI Mode ; Perplexity .
Data: ai-recommends-2026-10.json (CC BY 4.0, please link to this page when citing). Method and all categories: Who AI recommends. Related study: Who does AI cite for B2B buyer questions?
Other categories
- Sales engagement software5 named by Google AI Mode, 6 by Perplexity
- CRM6 named by Google AI Mode, 6 by Perplexity
- Product analytics4 named by Google AI Mode, 6 by Perplexity
- SOC 2 compliance automation5 named by Google AI Mode, 5 by Perplexity
- AI SDR tools6 named by Google AI Mode, 7 by Perplexity
- AI customer support software6 named by Google AI Mode, 7 by Perplexity
- Payroll and HR software8 named by Google AI Mode, 6 by Perplexity
- Observability tools6 named by Google AI Mode, 8 by Perplexity
- ETL and data integration tools6 named by Google AI Mode, 10 by Perplexity
- Marketing automation7 named by Google AI Mode, Perplexity not captured
- AI meeting notes apps7 named by Google AI Mode, Perplexity not captured