Project management for law firms — AI Recommendation History

What AI assistants recommended for project management for law firms, date by date. Every ranking we publish is frozen the day it publishes, so this is a record of what was said — not a re-computation of what today's data would say about the past.

Record: 26 dated snapshots · Aug 14, 2026 – Sep 8, 2026

What changed

Computed by comparing each dated snapshot with the one before it. Share moves smaller than 1pp are treated as noise and left out — the same threshold that suppresses trend arrows on the ranking.

Sep 8, 2026vs Sep 7, 2026
  • ▲ INCosmoLex entered the top 10 (#12 → #9)
  • ▼ OUTQuickBooks left the top 10 (#10 → #11)
  • ▲CosmoLex moved #12 → #9
  • ▲Practice Panther moved #8 → #7
  • ▼Asana moved #7 → #8
  • ▼Monday moved #9 → #10
  • ▼QuickBooks moved #10 → #11
  • ▲CosmoLex +5.2pp (19.8% → 25%)
  • ▼MyCase -4.6pp (36.5% → 31.9%)
  • ▼Asana -3.5pp (31.3% → 27.8%)
  • ▲Smokeball +1.8pp (38.5% → 40.3%)
  • ▲Practice Panther +1.8pp (26% → 27.8%)
  • ▼Microsoft -1.4pp (33.3% → 31.9%)
  • ▼Clio -1pp (76% → 75%)
  • ▼Filevine -1pp (42.7% → 41.7%)
  • ▲Monday +1pp (24% → 25%)
Sep 7, 2026vs Sep 6, 2026

No change above the noise floor.

Sep 6, 2026vs Sep 5, 2026

No change above the noise floor.

Sep 5, 2026vs Sep 4, 2026

No change above the noise floor.

Sep 4, 2026vs Sep 3, 2026

No change above the noise floor.

Sep 3, 2026vs Sep 2, 2026

No change above the noise floor.

Sep 2, 2026vs Sep 1, 2026
  • ▲Smokeball moved #5 → #4
  • ▼MyCase moved #4 → #5
  • ▲Smokeball +2.1pp (36.4% → 38.5%)
  • ▲Clio +1pp (75% → 76%)
  • ▼MyCase -1pp (37.5% → 36.5%)
  • ▲Practice Panther +1pp (25% → 26%)
  • ▼Monday -1pp (25% → 24%)
Sep 1, 2026vs Aug 31, 2026

No change above the noise floor.

Aug 31, 2026vs Aug 30, 2026
  • ▲8am IQ for MyCase moved #5 → #3
  • ▼MyCase moved #3 → #4
  • ▼Smokeball moved #4 → #5
  • ▲Microsoft moved #7 → #6
  • ▼Asana moved #6 → #7
  • ▼Smokeball -5.8pp (42.2% → 36.4%)
  • ▼MyCase -4.7pp (42.2% → 37.5%)
  • ▲8am IQ for MyCase +3.4pp (37.5% → 40.9%)
  • ▲Microsoft +3.3pp (29.7% → 33%)
  • ▼Asana -2.6pp (34.4% → 31.8%)
  • ▼Filevine -2.1pp (45.3% → 43.2%)
  • ▲Clio +1.6pp (73.4% → 75%)
  • ▼Practice Panther -1.6pp (26.6% → 25%)
  • ▲QuickBooks +1.3pp (20.3% → 21.6%)
Aug 30, 2026vs Aug 29, 2026

Methodology change: extraction rules 5 → 5-7 between these dates. Differences below may reflect the rule change rather than a change in what AI recommends — see the methodology changelog.

  • ▲ INMonday entered the top 10 (#15 → #9)
  • ▼ OUTOutlook left the top 10 (#9 → #11)
  • ▲Monday moved #15 → #9
  • ▼Outlook moved #9 → #11
  • ▲Filevine moved #3 → #2
  • ▼MyCase moved #2 → #3
  • ▲Smokeball moved #5 → #4
  • ▼8am IQ for MyCase moved #4 → #5
  • ▲Microsoft moved #8 → #7
  • ▼Practice Panther moved #7 → #8
  • ▲Monday +9.4pp (15.6% → 25%)
  • ▼Clio -7.9pp (81.3% → 73.4%)
  • ▼8am IQ for MyCase -6.3pp (43.8% → 37.5%)
  • ▼Asana -6.2pp (40.6% → 34.4%)
  • ▼MyCase -4.7pp (46.9% → 42.2%)
  • ▼Practice Panther -4.7pp (31.3% → 26.6%)
  • ▼Outlook -4.7pp (25% → 20.3%)
  • ▼Filevine -1.6pp (46.9% → 45.3%)
  • ▼Smokeball -1.6pp (43.8% → 42.2%)
  • ▼Microsoft -1.6pp (31.3% → 29.7%)
  • ▼QuickBooks -1.6pp (21.9% → 20.3%)
Aug 29, 2026vs Aug 28, 2026

No change above the noise floor.

Aug 28, 2026vs Aug 27, 2026

No change above the noise floor.

Aug 27, 2026vs Aug 26, 2026

Methodology change: extraction rules 4-5 → 5 between these dates. Differences below may reflect the rule change rather than a change in what AI recommends — see the methodology changelog.

  • ▲8am IQ for MyCase moved #6 → #4
  • ▼Smokeball moved #4 → #5
  • ▼Asana moved #5 → #6
  • ▲8am IQ for MyCase +12.5pp (31.3% → 43.8%)
  • ▼MyCase -7.3pp (54.2% → 46.9%)
  • ▲Filevine +7.3pp (39.6% → 46.9%)
  • ▲Smokeball +6.3pp (37.5% → 43.8%)
  • ▲Practice Panther +4.2pp (27.1% → 31.3%)
  • ▲Microsoft +4.2pp (27.1% → 31.3%)
  • ▲Asana +3.1pp (37.5% → 40.6%)
  • ▼QuickBooks -3.1pp (25% → 21.9%)
  • ▲Clio +2.1pp (79.2% → 81.3%)
  • ▼Outlook -2.1pp (27.1% → 25%)
Aug 26, 2026vs Aug 25, 2026

No change above the noise floor.

Aug 25, 2026vs Aug 24, 2026

No change above the noise floor.

Aug 24, 2026vs Aug 23, 2026

No change above the noise floor.

Aug 23, 2026vs Aug 22, 2026
  • ▲8am IQ for MyCase moved #9 → #6
  • ▼QuickBooks moved #7 → #10
  • ▲Smokeball moved #6 → #4
  • ▼Practice Panther moved #5 → #7
  • ▲Microsoft moved #10 → #8
  • ▼Asana moved #4 → #5
  • ▼Outlook moved #8 → #9
  • ▲8am IQ for MyCase +7.9pp (23.4% → 31.3%)
  • ▼Practice Panther -7.3pp (34.4% → 27.1%)
  • ▲Smokeball +4.7pp (32.8% → 37.5%)
  • ▲Filevine +3.7pp (35.9% → 39.6%)
  • ▲Microsoft +3.7pp (23.4% → 27.1%)
  • ▼MyCase -3.6pp (57.8% → 54.2%)
  • ▲Clio +2.6pp (76.6% → 79.2%)
  • ▲Asana +1.6pp (35.9% → 37.5%)
  • ▼QuickBooks -1.6pp (26.6% → 25%)
Aug 22, 2026vs Aug 21, 2026
  • ▲ INMicrosoft entered the top 10 (#11 → #10)
  • ▼ OUTRocket Matter left the top 10 (#10 → #11)
  • ▲Asana moved #5 → #4
  • ▼Practice Panther moved #4 → #5
  • ▲Microsoft moved #11 → #10
  • ▼Rocket Matter moved #10 → #11
  • ▲Microsoft +2.6pp (20.8% → 23.4%)
  • ▲Outlook +1.6pp (25% → 26.6%)
  • ▲Asana +1.2pp (34.7% → 35.9%)
  • ▼QuickBooks -1.2pp (27.8% → 26.6%)
  • ▲8am IQ for MyCase +1.2pp (22.2% → 23.4%)
  • ▲Rocket Matter +1.1pp (20.8% → 21.9%)
Aug 21, 2026vs Aug 20, 2026
  • ▲Filevine moved #4 → #3
  • ▼Practice Panther moved #3 → #4
  • ▲Asana moved #6 → #5
  • ▼Smokeball moved #5 → #6
  • ▼Smokeball -5.6pp (37.5% → 31.9%)
  • ▼Practice Panther -5.3pp (40% → 34.7%)
  • ▼Asana -2.8pp (37.5% → 34.7%)
  • ▼8am IQ for MyCase -2.8pp (25% → 22.2%)
  • ▼Filevine -2.7pp (38.8% → 36.1%)
  • ▲MyCase +2pp (56.3% → 58.3%)
  • ▼Rocket Matter -1.7pp (22.5% → 20.8%)
  • ▼Outlook -1.3pp (26.3% → 25%)
  • ▼Clio -1.1pp (77.5% → 76.4%)
  • ▼QuickBooks -1pp (28.8% → 27.8%)
Aug 20, 2026vs Aug 19, 2026

No change above the noise floor.

Aug 19, 2026vs Aug 18, 2026
  • ▲ IN8am IQ for MyCase entered the top 10 (#11 → #9)
  • ▲ INRocket Matter entered the top 10 (#12 → #10)
  • ▼ OUTTrello left the top 10 (#9 → #11)
  • ▼ OUTMonday left the top 10 (#10 → #14)
  • ▼Monday moved #10 → #14
  • ▼Asana moved #4 → #6
  • ▲8am IQ for MyCase moved #11 → #9
  • ▲Rocket Matter moved #12 → #10
  • ▼Trello moved #9 → #11
  • ▲Filevine moved #5 → #4
  • ▲Smokeball moved #6 → #5
  • ▼Monday -8.7pp (25% → 16.3%)
  • ▼Practice Panther -7.1pp (47.1% → 40%)
  • ▼MyCase -6.2pp (62.5% → 56.3%)
  • ▼Trello -5.4pp (27.9% → 22.5%)
  • ▼Asana -4.8pp (42.3% → 37.5%)
  • ▼Clio -3.3pp (80.8% → 77.5%)
  • ▲8am IQ for MyCase +2.9pp (22.1% → 25%)
  • ▼Outlook -2.5pp (28.8% → 26.3%)
  • ▲Rocket Matter +2.3pp (20.2% → 22.5%)
  • ▼Smokeball -1.9pp (39.4% → 37.5%)
  • ▼Filevine -1.6pp (40.4% → 38.8%)
  • ▼QuickBooks -1pp (29.8% → 28.8%)
Aug 18, 2026vs Aug 17, 2026

No change above the noise floor.

Aug 17, 2026vs Aug 16, 2026

No change above the noise floor.

Aug 16, 2026vs Aug 15, 2026

No change above the noise floor.

Aug 15, 2026vs Aug 14, 2026

No change above the noise floor.

The ranking, date by date

Top 10 on each archived date, exactly as published. Cite a date and it stays true: snapshots are append-only, and a correction appends a new revision rather than overwriting the original.

Sep 8, 202672 sampled answers · window 2026-08-11 – 2026-09-08 · rules v5-7
  • #1Clio75%
  • #2Filevine41.7%
  • #38am IQ for MyCase40.3%
  • #4Smokeball40.3%
  • #5MyCase31.9%
  • #6Microsoft31.9%
  • #7Practice Panther27.8%
  • #8Asana27.8%
  • #9CosmoLex25%
  • #10Monday25%
Sep 7, 202696 sampled answers · window 2026-08-10 – 2026-09-07 · rules v5-7
  • #1Clio76%
  • #2Filevine42.7%
  • #38am IQ for MyCase40.6%
  • #4Smokeball38.5%
  • #5MyCase36.5%
  • #6Microsoft33.3%
  • #7Asana31.3%
  • #8Practice Panther26%
  • #9Monday24%
  • #10QuickBooks20.8%
Sep 6, 202696 sampled answers · window 2026-08-09 – 2026-09-06 · rules v5-7
  • #1Clio76%
  • #2Filevine42.7%
  • #38am IQ for MyCase40.6%
  • #4Smokeball38.5%
  • #5MyCase36.5%
  • #6Microsoft33.3%
  • #7Asana31.3%
  • #8Practice Panther26%
  • #9Monday24%
  • #10QuickBooks20.8%
Sep 5, 202696 sampled answers · window 2026-08-08 – 2026-09-05 · rules v5-7
  • #1Clio76%
  • #2Filevine42.7%
  • #38am IQ for MyCase40.6%
  • #4Smokeball38.5%
  • #5MyCase36.5%
  • #6Microsoft33.3%
  • #7Asana31.3%
  • #8Practice Panther26%
  • #9Monday24%
  • #10QuickBooks20.8%
Sep 4, 202696 sampled answers · window 2026-08-07 – 2026-09-04 · rules v5-7
  • #1Clio76%
  • #2Filevine42.7%
  • #38am IQ for MyCase40.6%
  • #4Smokeball38.5%
  • #5MyCase36.5%
  • #6Microsoft33.3%
  • #7Asana31.3%
  • #8Practice Panther26%
  • #9Monday24%
  • #10QuickBooks20.8%
Sep 3, 202696 sampled answers · window 2026-08-06 – 2026-09-03 · rules v5-7
  • #1Clio76%
  • #2Filevine42.7%
  • #38am IQ for MyCase40.6%
  • #4Smokeball38.5%
  • #5MyCase36.5%
  • #6Microsoft33.3%
  • #7Asana31.3%
  • #8Practice Panther26%
  • #9Monday24%
  • #10QuickBooks20.8%
Sep 2, 202696 sampled answers · window 2026-08-05 – 2026-09-02 · rules v5-7
  • #1Clio76%
  • #2Filevine42.7%
  • #38am IQ for MyCase40.6%
  • #4Smokeball38.5%
  • #5MyCase36.5%
  • #6Microsoft33.3%
  • #7Asana31.3%
  • #8Practice Panther26%
  • #9Monday24%
  • #10QuickBooks20.8%
Sep 1, 202688 sampled answers · window 2026-08-04 – 2026-09-01 · rules v5-7
  • #1Clio75%
  • #2Filevine43.2%
  • #38am IQ for MyCase40.9%
  • #4MyCase37.5%
  • #5Smokeball36.4%
  • #6Microsoft33%
  • #7Asana31.8%
  • #8Practice Panther25%
  • #9Monday25%
  • #10QuickBooks21.6%
Aug 31, 202688 sampled answers · window 2026-08-03 – 2026-08-31 · rules v5-7
  • #1Clio75%
  • #2Filevine43.2%
  • #38am IQ for MyCase40.9%
  • #4MyCase37.5%
  • #5Smokeball36.4%
  • #6Microsoft33%
  • #7Asana31.8%
  • #8Practice Panther25%
  • #9Monday25%
  • #10QuickBooks21.6%
Aug 30, 202664 sampled answers · window 2026-08-02 – 2026-08-30 · rules v5-7
  • #1Clio73.4%
  • #2Filevine45.3%
  • #3MyCase42.2%
  • #4Smokeball42.2%
  • #58am IQ for MyCase37.5%
  • #6Asana34.4%
  • #7Microsoft29.7%
  • #8Practice Panther26.6%
  • #9Monday25%
  • #10QuickBooks20.3%
Aug 29, 202632 sampled answers · window 2026-08-01 – 2026-08-29 · rules v5
  • #1Clio81.3%
  • #2MyCase46.9%
  • #3Filevine46.9%
  • #48am IQ for MyCase43.8%
  • #5Smokeball43.8%
  • #6Asana40.6%
  • #7Practice Panther31.3%
  • #8Microsoft31.3%
  • #9Outlook25%
  • #10QuickBooks21.9%
Aug 28, 202632 sampled answers · window 2026-07-31 – 2026-08-28 · rules v5
  • #1Clio81.3%
  • #2MyCase46.9%
  • #3Filevine46.9%
  • #48am IQ for MyCase43.8%
  • #5Smokeball43.8%
  • #6Asana40.6%
  • #7Practice Panther31.3%
  • #8Microsoft31.3%
  • #9Outlook25%
  • #10QuickBooks21.9%
Aug 27, 202632 sampled answers · window 2026-07-30 – 2026-08-27 · rules v5
  • #1Clio81.3%
  • #2MyCase46.9%
  • #3Filevine46.9%
  • #48am IQ for MyCase43.8%
  • #5Smokeball43.8%
  • #6Asana40.6%
  • #7Practice Panther31.3%
  • #8Microsoft31.3%
  • #9Outlook25%
  • #10QuickBooks21.9%
Aug 26, 202648 sampled answers · window 2026-07-29 – 2026-08-26 · rules v4-5
  • #1Clio79.2%
  • #2MyCase54.2%
  • #3Filevine39.6%
  • #4Smokeball37.5%
  • #5Asana37.5%
  • #68am IQ for MyCase31.3%
  • #7Practice Panther27.1%
  • #8Microsoft27.1%
  • #9Outlook27.1%
  • #10QuickBooks25%
Aug 25, 202648 sampled answers · window 2026-07-28 – 2026-08-25 · rules v4-5
  • #1Clio79.2%
  • #2MyCase54.2%
  • #3Filevine39.6%
  • #4Smokeball37.5%
  • #5Asana37.5%
  • #68am IQ for MyCase31.3%
  • #7Practice Panther27.1%
  • #8Microsoft27.1%
  • #9Outlook27.1%
  • #10QuickBooks25%
Aug 24, 202648 sampled answers · window 2026-07-27 – 2026-08-24 · rules v4-5
  • #1Clio79.2%
  • #2MyCase54.2%
  • #3Filevine39.6%
  • #4Smokeball37.5%
  • #5Asana37.5%
  • #68am IQ for MyCase31.3%
  • #7Practice Panther27.1%
  • #8Microsoft27.1%
  • #9Outlook27.1%
  • #10QuickBooks25%
Aug 23, 202648 sampled answers · window 2026-07-26 – 2026-08-23 · rules v4-5
  • #1Clio79.2%
  • #2MyCase54.2%
  • #3Filevine39.6%
  • #4Smokeball37.5%
  • #5Asana37.5%
  • #68am IQ for MyCase31.3%
  • #7Practice Panther27.1%
  • #8Microsoft27.1%
  • #9Outlook27.1%
  • #10QuickBooks25%
Aug 22, 202664 sampled answers · window 2026-07-25 – 2026-08-22 · rules v4-5
  • #1Clio76.6%
  • #2MyCase57.8%
  • #3Filevine35.9%
  • #4Asana35.9%
  • #5Practice Panther34.4%
  • #6Smokeball32.8%
  • #7QuickBooks26.6%
  • #8Outlook26.6%
  • #98am IQ for MyCase23.4%
  • #10Microsoft23.4%
Aug 21, 202672 sampled answers · window 2026-07-24 – 2026-08-21 · rules v4-5
  • #1Clio76.4%
  • #2MyCase58.3%
  • #3Filevine36.1%
  • #4Practice Panther34.7%
  • #5Asana34.7%
  • #6Smokeball31.9%
  • #7QuickBooks27.8%
  • #8Outlook25%
  • #98am IQ for MyCase22.2%
  • #10Rocket Matter20.8%
Aug 20, 202680 sampled answers · window 2026-07-23 – 2026-08-20 · rules v4-5
  • #1Clio77.5%
  • #2MyCase56.3%
  • #3Practice Panther40%
  • #4Filevine38.8%
  • #5Smokeball37.5%
  • #6Asana37.5%
  • #7QuickBooks28.8%
  • #8Outlook26.3%
  • #98am IQ for MyCase25%
  • #10Rocket Matter22.5%
Aug 19, 202680 sampled answers · window 2026-07-22 – 2026-08-19 · rules v4-5
  • #1Clio77.5%
  • #2MyCase56.3%
  • #3Practice Panther40%
  • #4Filevine38.8%
  • #5Smokeball37.5%
  • #6Asana37.5%
  • #7QuickBooks28.8%
  • #8Outlook26.3%
  • #98am IQ for MyCase25%
  • #10Rocket Matter22.5%
Aug 18, 2026104 sampled answers · window 2026-07-21 – 2026-08-18 · rules v4-5
  • #1Clio80.8%
  • #2MyCase62.5%
  • #3Practice Panther47.1%
  • #4Asana42.3%
  • #5Filevine40.4%
  • #6Smokeball39.4%
  • #7QuickBooks29.8%
  • #8Outlook28.8%
  • #9Trello27.9%
  • #10Monday25%
Aug 17, 2026104 sampled answers · window 2026-07-20 – 2026-08-17 · rules v4-5
  • #1Clio80.8%
  • #2MyCase62.5%
  • #3Practice Panther47.1%
  • #4Asana42.3%
  • #5Filevine40.4%
  • #6Smokeball39.4%
  • #7QuickBooks29.8%
  • #8Outlook28.8%
  • #9Trello27.9%
  • #10Monday25%
Aug 16, 2026104 sampled answers · window 2026-07-19 – 2026-08-16 · rules v4-5
  • #1Clio80.8%
  • #2MyCase62.5%
  • #3Practice Panther47.1%
  • #4Asana42.3%
  • #5Filevine40.4%
  • #6Smokeball39.4%
  • #7QuickBooks29.8%
  • #8Outlook28.8%
  • #9Trello27.9%
  • #10Monday25%
Aug 15, 2026104 sampled answers · window 2026-07-18 – 2026-08-15 · rules v4-5
  • #1Clio80.8%
  • #2MyCase62.5%
  • #3Practice Panther47.1%
  • #4Asana42.3%
  • #5Filevine40.4%
  • #6Smokeball39.4%
  • #7QuickBooks29.8%
  • #8Outlook28.8%
  • #9Trello27.9%
  • #10Monday25%
Aug 14, 2026104 sampled answers · window 2026-07-17 – 2026-08-14 · rules v4-5
  • #1Clio80.8%
  • #2MyCase62.5%
  • #3Practice Panther47.1%
  • #4Asana42.3%
  • #5Filevine40.4%
  • #6Smokeball39.4%
  • #7QuickBooks29.8%
  • #8Outlook28.8%
  • #9Trello27.9%
  • #10Monday25%

Read any date directly

Every archived date is machine-readable at /api/index/project-management-for-law-firms/as-of/<YYYY-MM-DD>, which returns the ranking as it stood, with the extraction version and revision it was published under. Dates before the record begins return no_record rather than a recomputation — we do not reconstruct history on demand and present it as what we said. See what the engines actually said.

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