AI Index / Team communication tools / History

Team communication tools — AI Recommendation History

What AI assistants recommended for team communication tools, 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

Answer archive Methodology Data studies JSON

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

No change above the noise floor.

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

▲Asana moved #9 → #7
▼Hub moved #7 → #8
▼Loom moved #8 → #9
▲Google Workspace +3.4pp (36.1% → 39.5%)
▼Discord -2.3pp (44.4% → 42.1%)
▲Pumble +1.7pp (19.4% → 21.1%)
▲Microsoft +1.5pp (72.2% → 73.7%)
▲Asana +1.3pp (25% → 26.3%)
▼Hub -1.3pp (25% → 23.7%)
▼Loom -1.3pp (25% → 23.7%)

Sep 2, 2026vs Sep 1, 2026

▲Google Workspace moved #8 → #5
▲Hub moved #9 → #7
▼Loom moved #6 → #8
▼Asana moved #7 → #9
▼Zoom moved #5 → #6
▲Google Workspace +14.7pp (21.4% → 36.1%)
▲Zoom +8.3pp (25% → 33.3%)
▲Microsoft +7.9pp (64.3% → 72.2%)
▲Google Chat +7.9pp (39.3% → 47.2%)
▲Hub +7.1pp (17.9% → 25%)
▲Discord +5.1pp (39.3% → 44.4%)
▲Slack +3.2pp (85.7% → 88.9%)
▲Pumble +1.5pp (17.9% → 19.4%)

Sep 1, 2026vs Aug 31, 2026

No change above the noise floor.

Aug 31, 2026vs Aug 30, 2026

No change above the noise floor.

Aug 30, 2026vs Aug 29, 2026

No change above the noise floor.

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

No change above the noise floor.

Aug 26, 2026vs Aug 25, 2026

No change above the noise floor.

Aug 25, 2026vs Aug 24, 2026

Methodology change: extraction rules 4-7 → 7 between these dates. Differences below may reflect the rule change rather than a change in what AI recommends — see the methodology changelog.

▲ INHub entered the top 10 (#13 → #9)
▲ INPumble entered the top 10 (#14 → #10)
▼ OUTGoogle Meet left the top 10 (#8 → #12)
▼ OUTMattermost left the top 10 (#10 → #15)
▼Mattermost moved #10 → #15
▲Hub moved #13 → #9
▲Pumble moved #14 → #10
▼Google Meet moved #8 → #12
▼Asana moved #5 → #7
▲Zoom moved #6 → #5
▲Loom moved #7 → #6
▲Google Workspace moved #9 → #8
▼Google Chat -9.3pp (48.6% → 39.3%)
▼Discord -6.4pp (45.7% → 39.3%)
▼Mattermost -6.4pp (17.1% → 10.7%)
▲Google Workspace +4.3pp (17.1% → 21.4%)
▼Asana -3.6pp (28.6% → 25%)
▲Hub +3.6pp (14.3% → 17.9%)
▲Pumble +3.6pp (14.3% → 17.9%)
▼Google Meet -2.8pp (17.1% → 14.3%)
▼Microsoft -1.4pp (65.7% → 64.3%)

Aug 24, 2026vs Aug 23, 2026

No change above the noise floor.

Aug 23, 2026vs Aug 22, 2026

No change above the noise floor.

Aug 22, 2026vs Aug 21, 2026

▲ INGoogle Meet entered the top 10 (#14 → #8)
▲ INGoogle Workspace entered the top 10 (#18 → #9)
▼ OUTTwist left the top 10 (#8 → #12)
▼ OUTNotion left the top 10 (#9 → #11)
▲Google Workspace moved #18 → #9
▲Google Meet moved #14 → #8
▼Twist moved #8 → #12
▲Asana moved #7 → #5
▼Notion moved #9 → #11
▼Zoom moved #5 → #6
▼Loom moved #6 → #7
▲Google Chat +9.3pp (39.3% → 48.6%)
▲Discord +8.2pp (37.5% → 45.7%)
▲Google Workspace +6.4pp (10.7% → 17.1%)
▼Microsoft -3.9pp (69.6% → 65.7%)
▼Notion -3.6pp (17.9% → 14.3%)
▼Twist -3.6pp (17.9% → 14.3%)
▼Zoom -2.9pp (28.6% → 25.7%)
▼Loom -2.9pp (28.6% → 25.7%)
▲Google Meet +2.8pp (14.3% → 17.1%)
▼Slack -1.8pp (87.5% → 85.7%)

Aug 21, 2026vs Aug 20, 2026

▲Twist moved #10 → #8
▲Loom moved #7 → #6
▼Asana moved #6 → #7
▼Notion moved #8 → #9
▼Mattermost moved #9 → #10
▼Notion -4.3pp (22.2% → 17.9%)
▼Discord -3.8pp (41.3% → 37.5%)
▼Microsoft -3.4pp (73% → 69.6%)
▼Zoom -3.1pp (31.7% → 28.6%)
▼Asana -3.1pp (31.7% → 28.6%)
▼Mattermost -2.7pp (20.6% → 17.9%)
▼Google Chat -2pp (41.3% → 39.3%)
▼Loom -1.6pp (30.2% → 28.6%)
▼Slack -1.4pp (88.9% → 87.5%)
▼Twist -1.1pp (19% → 17.9%)

Aug 20, 2026vs Aug 19, 2026

No change above the noise floor.

Aug 19, 2026vs Aug 18, 2026

▲ INMattermost entered the top 10 (#12 → #9)
▼ OUTHub left the top 10 (#9 → #11)
▲Mattermost moved #12 → #9
▼Loom moved #5 → #7
▼Hub moved #9 → #11
▲Google Chat moved #4 → #3
▼Discord moved #3 → #4
▲Zoom moved #6 → #5
▲Asana moved #7 → #6
▲Mattermost +2.4pp (18.2% → 20.6%)
▼Microsoft -2.3pp (75.3% → 73%)
▲Google Chat +2.3pp (39% → 41.3%)
▼Loom -2.3pp (32.5% → 30.2%)
▼Hub -2pp (19.5% → 17.5%)
▲Asana +1.8pp (29.9% → 31.7%)
▼Discord -1.6pp (42.9% → 41.3%)
▼Notion -1.2pp (23.4% → 22.2%)

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

▲ INTwist entered the top 10 (#12 → #10)
▼ OUTRocket.Chat left the top 10 (#10 → #11)
▲Twist moved #12 → #10
▲Loom moved #6 → #5
▼Zoom moved #5 → #6
▼Rocket.Chat moved #10 → #11
▼Microsoft -3.3pp (78.6% → 75.3%)
▼Zoom -3.1pp (34.3% → 31.2%)
▼Notion -2.3pp (25.7% → 23.4%)
▼Hub -1.9pp (21.4% → 19.5%)
▼Slack -1.8pp (91.4% → 89.6%)
▼Rocket.Chat -1.8pp (20% → 18.2%)
▲Asana +1.3pp (28.6% → 29.9%)
▼Google Chat -1pp (40% → 39%)

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, 202638 sampled answers · window 2026-08-11 – 2026-09-08 · rules v7

#1Slack89.5%
#2Microsoft73.7%
#3Google Chat47.4%
#4Discord42.1%
#5Google Workspace39.5%
#6Zoom34.2%
#7Asana26.3%
#8Hub23.7%
#9Loom23.7%
#10Pumble21.1%

Sep 7, 202638 sampled answers · window 2026-08-10 – 2026-09-07 · rules v7

#1Slack89.5%
#2Microsoft73.7%
#3Google Chat47.4%
#4Discord42.1%
#5Google Workspace39.5%
#6Zoom34.2%
#7Asana26.3%
#8Hub23.7%
#9Loom23.7%
#10Pumble21.1%

Sep 6, 202638 sampled answers · window 2026-08-09 – 2026-09-06 · rules v7

#1Slack89.5%
#2Microsoft73.7%
#3Google Chat47.4%
#4Discord42.1%
#5Google Workspace39.5%
#6Zoom34.2%
#7Asana26.3%
#8Hub23.7%
#9Loom23.7%
#10Pumble21.1%

Sep 5, 202638 sampled answers · window 2026-08-08 – 2026-09-05 · rules v7

#1Slack89.5%
#2Microsoft73.7%
#3Google Chat47.4%
#4Discord42.1%
#5Google Workspace39.5%
#6Zoom34.2%
#7Asana26.3%
#8Hub23.7%
#9Loom23.7%
#10Pumble21.1%

Sep 4, 202638 sampled answers · window 2026-08-07 – 2026-09-04 · rules v7

#1Slack89.5%
#2Microsoft73.7%
#3Google Chat47.4%
#4Discord42.1%
#5Google Workspace39.5%
#6Zoom34.2%
#7Asana26.3%
#8Hub23.7%
#9Loom23.7%
#10Pumble21.1%

Sep 3, 202638 sampled answers · window 2026-08-06 – 2026-09-03 · rules v7

#1Slack89.5%
#2Microsoft73.7%
#3Google Chat47.4%
#4Discord42.1%
#5Google Workspace39.5%
#6Zoom34.2%
#7Asana26.3%
#8Hub23.7%
#9Loom23.7%
#10Pumble21.1%

Sep 2, 202636 sampled answers · window 2026-08-05 – 2026-09-02 · rules v7

#1Slack88.9%
#2Microsoft72.2%
#3Google Chat47.2%
#4Discord44.4%
#5Google Workspace36.1%
#6Zoom33.3%
#7Hub25%
#8Loom25%
#9Asana25%
#10Pumble19.4%

Sep 1, 202628 sampled answers · window 2026-08-04 – 2026-09-01 · rules v7

#1Slack85.7%
#2Microsoft64.3%
#3Google Chat39.3%
#4Discord39.3%
#5Zoom25%
#6Loom25%
#7Asana25%
#8Google Workspace21.4%
#9Hub17.9%
#10Pumble17.9%

Aug 31, 202628 sampled answers · window 2026-08-03 – 2026-08-31 · rules v7

#1Slack85.7%
#2Microsoft64.3%
#3Google Chat39.3%
#4Discord39.3%
#5Zoom25%
#6Loom25%
#7Asana25%
#8Google Workspace21.4%
#9Hub17.9%
#10Pumble17.9%

Aug 30, 202628 sampled answers · window 2026-08-02 – 2026-08-30 · rules v7

#1Slack85.7%
#2Microsoft64.3%
#3Google Chat39.3%
#4Discord39.3%
#5Zoom25%
#6Loom25%
#7Asana25%
#8Google Workspace21.4%
#9Hub17.9%
#10Pumble17.9%

Aug 29, 202628 sampled answers · window 2026-08-01 – 2026-08-29 · rules v7

#1Slack85.7%
#2Microsoft64.3%
#3Google Chat39.3%
#4Discord39.3%
#5Zoom25%
#6Loom25%
#7Asana25%
#8Google Workspace21.4%
#9Hub17.9%
#10Pumble17.9%

Aug 28, 202628 sampled answers · window 2026-07-31 – 2026-08-28 · rules v7

#1Slack85.7%
#2Microsoft64.3%
#3Google Chat39.3%
#4Discord39.3%
#5Zoom25%
#6Loom25%
#7Asana25%
#8Google Workspace21.4%
#9Hub17.9%
#10Pumble17.9%

Aug 27, 202628 sampled answers · window 2026-07-30 – 2026-08-27 · rules v7

#1Slack85.7%
#2Microsoft64.3%
#3Google Chat39.3%
#4Discord39.3%
#5Zoom25%
#6Loom25%
#7Asana25%
#8Google Workspace21.4%
#9Hub17.9%
#10Pumble17.9%

Aug 26, 202628 sampled answers · window 2026-07-29 – 2026-08-26 · rules v7

#1Slack85.7%
#2Microsoft64.3%
#3Google Chat39.3%
#4Discord39.3%
#5Zoom25%
#6Loom25%
#7Asana25%
#8Google Workspace21.4%
#9Hub17.9%
#10Pumble17.9%

Aug 25, 202628 sampled answers · window 2026-07-28 – 2026-08-25 · rules v7

#1Slack85.7%
#2Microsoft64.3%
#3Google Chat39.3%
#4Discord39.3%
#5Zoom25%
#6Loom25%
#7Asana25%
#8Google Workspace21.4%
#9Hub17.9%
#10Pumble17.9%

Aug 24, 202635 sampled answers · window 2026-07-27 – 2026-08-24 · rules v4-7

#1Slack85.7%
#2Microsoft65.7%
#3Google Chat48.6%
#4Discord45.7%
#5Asana28.6%
#6Zoom25.7%
#7Loom25.7%
#8Google Meet17.1%
#9Google Workspace17.1%
#10Mattermost17.1%

Aug 23, 202635 sampled answers · window 2026-07-26 – 2026-08-23 · rules v4-7

#1Slack85.7%
#2Microsoft65.7%
#3Google Chat48.6%
#4Discord45.7%
#5Asana28.6%
#6Zoom25.7%
#7Loom25.7%
#8Google Meet17.1%
#9Google Workspace17.1%
#10Mattermost17.1%

Aug 22, 202635 sampled answers · window 2026-07-25 – 2026-08-22 · rules v4-7

#1Slack85.7%
#2Microsoft65.7%
#3Google Chat48.6%
#4Discord45.7%
#5Asana28.6%
#6Zoom25.7%
#7Loom25.7%
#8Google Meet17.1%
#9Google Workspace17.1%
#10Mattermost17.1%

Aug 21, 202656 sampled answers · window 2026-07-24 – 2026-08-21 · rules v4-7

#1Slack87.5%
#2Microsoft69.6%
#3Google Chat39.3%
#4Discord37.5%
#5Zoom28.6%
#6Loom28.6%
#7Asana28.6%
#8Twist17.9%
#9Notion17.9%
#10Mattermost17.9%

Aug 20, 202663 sampled answers · window 2026-07-23 – 2026-08-20 · rules v4-7

#1Slack88.9%
#2Microsoft73%
#3Google Chat41.3%
#4Discord41.3%
#5Zoom31.7%
#6Asana31.7%
#7Loom30.2%
#8Notion22.2%
#9Mattermost20.6%
#10Twist19%

Aug 19, 202663 sampled answers · window 2026-07-22 – 2026-08-19 · rules v4-7

#1Slack88.9%
#2Microsoft73%
#3Google Chat41.3%
#4Discord41.3%
#5Zoom31.7%
#6Asana31.7%
#7Loom30.2%
#8Notion22.2%
#9Mattermost20.6%
#10Twist19%

Aug 18, 202677 sampled answers · window 2026-07-21 – 2026-08-18 · rules v4-7

#1Slack89.6%
#2Microsoft75.3%
#3Discord42.9%
#4Google Chat39%
#5Loom32.5%
#6Zoom31.2%
#7Asana29.9%
#8Notion23.4%
#9Hub19.5%
#10Twist18.2%

Aug 17, 202677 sampled answers · window 2026-07-20 – 2026-08-17 · rules v4-7

#1Slack89.6%
#2Microsoft75.3%
#3Discord42.9%
#4Google Chat39%
#5Loom32.5%
#6Zoom31.2%
#7Asana29.9%
#8Notion23.4%
#9Hub19.5%
#10Twist18.2%

Aug 16, 202677 sampled answers · window 2026-07-19 – 2026-08-16 · rules v4-7

#1Slack89.6%
#2Microsoft75.3%
#3Discord42.9%
#4Google Chat39%
#5Loom32.5%
#6Zoom31.2%
#7Asana29.9%
#8Notion23.4%
#9Hub19.5%
#10Twist18.2%

Aug 15, 202677 sampled answers · window 2026-07-18 – 2026-08-15 · rules v4-7

#1Slack89.6%
#2Microsoft75.3%
#3Discord42.9%
#4Google Chat39%
#5Loom32.5%
#6Zoom31.2%
#7Asana29.9%
#8Notion23.4%
#9Hub19.5%
#10Twist18.2%

Aug 14, 202670 sampled answers · window 2026-07-17 – 2026-08-14 · rules v4-7

#1Slack91.4%
#2Microsoft78.6%
#3Discord42.9%
#4Google Chat40%
#5Zoom34.3%
#6Loom32.9%
#7Asana28.6%
#8Notion25.7%
#9Hub21.4%
#10Rocket.Chat20%

Read any date directly

Every archived date is machine-readable at /api/index/team-communication-tools/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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