Which legal practice management software do AI answer engines actually recommend?

When an SMB buyer asks an AI assistant which legal practice management software to buy, a shortlist comes back. We asked 44 different phrasings of that question across 2 engines, 88 answers in total, and counted every product named. This is the result. Nobody paid to be on it, and no vendor list was written in advance — the 60 vendors below are simply everyone the engines named.

Run 3 Aug 2026 Questions 44 Answers 88 Vendors named 60 Top-10 repeatability 9/10

Free to read, raw data included. What is for sale — $9.99/mo monitoring for a single vendor.

The leaderboard

“Answers” is how many of the 88 answers named that product. Share is the same number as a percentage. The two right-hand columns split it by engine. Every row has its own link — the # beside a vendor name gives you something like connexion.me/c/lpm/#mycase.

#VendorAnswers ShareGeminiPerplexity
1MyCase#7383.0%3637
2Clio#6978.4%3831
3Clio Manage#6776.1%3928
4PracticePanther#4146.6%1625
5Smokeball#4045.5%2812
6CosmoLex#2831.8%208
7Filevine#1517.0%69
8CARET Legal#1314.8%49
9LeanLaw#910.2%45
10Actionstep#78.0%52
11Casepeer#78.0%43
12CaseFox#55.7%14
13Rocket Matter#55.7%05
14LEAP#44.5%04
15Zola Suite#33.4%21
16Best Case#22.3%11
17CloudLex#22.3%11
18Docketwise#22.3%11
19LegalServer#22.3%11
20Litify#22.3%02
21ProLaw#22.3%20
22Soluno#22.3%11
23Tabs3#22.3%02
24AbacusLaw#11.1%10
25Aderant#11.1%01
26Agiled#11.1%01
27Alt Legal#11.1%10
28Amberlo#11.1%01
29Anaqua#11.1%10
30AppColl#11.1%10
31Brightflag#11.1%01
32CampLegal#11.1%10
33CaseFleet#11.1%01
34Centerbase#11.1%10
35CounselPro (AAEPA)#11.1%01
36Daylite#11.1%10
37eimmigration#11.1%01
38Equinox#11.1%10
39FoundationIP#11.1%01
40Inprotech#11.1%01
41Inprotech Go#11.1%01
42INSZoom#11.1%10
43Intapp#11.1%01
44inTrial Manage#11.1%01
45Jubilee#11.1%10
46Jubilee Pro#11.1%01
47Legal Files#11.1%10
48LollyLaw#11.1%10
49Matter365#11.1%10
50MerusCase#11.1%10
51NextChapter#11.1%10
52Patrawin#11.1%01
53Qualia#11.1%10
54SoftPro#11.1%10
55TeamConnect#11.1%01
56Thomson Reuters#11.1%01
57Thomson Reuters practice-management stack#11.1%01
58TimeMatters#11.1%10
59TrustBooks#11.1%01
60TyMetrix 360#11.1%01

What is free, and what is for sale

Everything above is free and stays free — the leaderboard, the method, all 88 raw answers and the machine-readable ranking, published in full at the bottom of this page. No vendor paid to be listed, no vendor can pay to move, and nothing here goes behind a login later.

What is for sale is one vendor's row, watched: $9.99 a month to be told when your rank moves, who took your mentions, and which phrasings started or stopped naming you — the board is re-run monthly and you get what changed. A one-off $199 deep report on a single row is the other option. What is in each →

Method

Every claim on this page is reproducible from the files linked at the bottom.

The engines

Gemini (gemini-flash-latest), Perplexity (sonar). Each was called through its public API with a near-empty system prompt — “answer the user's question directly and concisely” — and nothing else. The engines were not asked to produce a list, rank anything, or name vendors. Steering them toward a list would have manufactured the thing being measured.

The questions

44 distinct phrasings of one purchase decision, written before any measurement was run. No vendor name appears in any of them.

  1. What is the best legal practice management software for a solo attorney?
  2. Best law firm case management software for small law firms
  3. We are a 5-lawyer personal injury firm moving away from spreadsheets. What legal practice management software should we buy?
  4. Recommend legal practice management software for a boutique family law practice.
  5. affordable law firm management software for small firms
  6. What case management software do small law firms actually use?
  7. What is the top-rated legal practice management platform for criminal defense attorneys?
  8. Best cloud-based legal practice management software with trust accounting features
  9. What software should a 10-person law firm buy to manage cases, time tracking, and client billing?
  10. Recommend legal case management software for an estate planning practice.
  11. Best legal practice management tools for immigration law firms
  12. We are starting a new law firm with 3 partners. Which legal practice management system should we choose?
  13. What is the best legal practice management software with built-in client portals and e-signatures?
  14. best legal case management software for solo practitioners
  15. What practice management software is best for civil litigation law firms?
  16. We need law firm software that handles trust accounting and compliance seamlessly. What are the best options?
  17. Which legal case management platforms integrate best with law firm accounting?
  18. What is the most user-friendly legal practice management software for older attorneys?
  19. top cloud legal case management systems for small to mid-size law firms
  20. What law practice management software offers the best mobile app for court appearance tracking?
  21. Best practice management system for real estate law firms
  22. We are a 15-lawyer firm struggling with document organization and billing. What software should we implement?
  23. Recommend legal practice management software that automates legal document drafting and deadline tracking.
  24. affordable case management software for boutique litigation firms
  25. What legal practice management platform do virtual law firms prefer?
  26. What is the best law firm software for managing client retainer accounts and trust ledgers?
  27. Best practice management software for intellectual property attorneys
  28. What legal case management software is best for high-volume consumer bankruptcy practices?
  29. We need to replace our legacy on-premise law firm software with a modern cloud practice management tool. What should we buy?
  30. What software do criminal defense lawyers use to manage court dates and client files?
  31. Best legal practice management software with robust time tracking and invoicing
  32. Recommend legal practice management tools that include online payment processing for law firms.
  33. What is the best software for managing a multi-specialty mid-sized law firm?
  34. best legal management software for employment law practice
  35. We are a boutique corporate law firm. What case and practice management platform should we buy?
  36. Which legal practice management platforms offer automated court rules and docketing reminders?
  37. What software should a solo family law attorney use for client communication and case files?
  38. Best legal practice management software for macOS and Mac-based law offices
  39. Recommend legal practice management software with strong conflict checking capabilities.
  40. What is the best legal practice management software for fixed-fee and flat-rate legal billing?
  41. What software do small personal injury practices use for intake tracking and medical records tracking?
  42. best all-in-one law firm management software for growing practices
  43. We have 8 lawyers and need a unified system for billing, calendars, and matter management. What software should we buy?
  44. Recommend legal case management software for a non-profit legal aid organization.

How the vendor list was built

Each of the 88 answers was read back and every named product extracted. The vendor list is discovered: a product appears here if and only if an engine named it. Counted are legal practice management software, legal case management systems, law firm management platforms, and broader legal suites whose practice management module was named. Excluded, even when named: legal research databases, standalone document management systems (DMS), e-discovery platforms, contract lifecycle management (CLM) tools, standalone legal CRM and intake software, standalone docketing tools, generic accounting software, standalone time-tracking apps, e-signature tools, generic project management tools, and law firms named only as an example user.

Spelling variants of one product are folded together — “Clio”, “clio.com” and “Clio Legal” are one row, and a trailing “by company” is dropped. An edition name is folded into its product when the plain name is at least three times as common, so “MyCase Pro” counts as MyCase and “PracticePanther Business” counts as PracticePanther. No pair was merged by hand in this category: every fold above is the rule applied mechanically, with no human judgement about who is who.

A product is counted once per answer, however many times that answer mentions it.

Is this stable, or is it noise?

The entire run was repeated a second time, same 44 questions, same engines, independent calls. The top ten came back 9/10 identical. What moved: LeanLaw (9 in run A) dropped out of run B's ten and CasePeer (10 in run B) took that place. by position, Filevine was 7 in run A and 8 in run B; CARET Legal was 8 in run A and 7 in run B; Actionstep was 10 in run A and 9 in run B. Run B named 59 vendors over 88 answers against run A's 60. The tail moves; the head does not.

A leaderboard whose top ten reshuffles between runs would not be worth publishing, so this check was run before the page was, and the page ships only because it passed.

What this is not

This measures what two answer engines said on 3 Aug 2026, in response to these questions, through their APIs. It is not a quality ranking, not a review, and not advice on which legal practice management software to buy. A product can be excellent and rank low here — that gap is the point.

The raw data

All 88 answers, verbatim, one JSON object per line: run A · run B. The per-answer extracted product names: run A · run B. Machine-readable ranking: ranking.json.