F-04 · Team collaboration coveragearchive-recorded · snapshot 2026-09-17
Team Collaboration Coverage
Which archives record team or shared-workspace capability. Coverage is counted with an explicit keyword rule over archive fields — /team|collaborat|shared workspace|multiplayer/gi — so every inclusion is reproducible: the matched strings are quoted per tool below (derived(keyword-rule), matched in archive fields features / specs / finder.useCases / tagline / bestFor / pricing.label).
Key numbers
Archives matching
148
keyword rule · N=448
Share of library
33%
keyword rule · N=448
Distinct matched strings
6
keyword rule hits · N=148
Archives scanned
448
data/tools · N=448
Rule
derived(keyword-rule)
single regex over text fields · N=448
Matched keyword strings (6)
TeamcollaboratteamCollaboratShared workspaceMultiplayer
Team collaboration — 148 matching archives (top 25 by overall)
matched strings quoted verbatim from archive fields
| # | Tool | Category | Overall | Matched strings |
|---|---|---|---|---|
| 1 | ChatGPT | Research | 90.9 | collaborat |
| 2 | ElevenLabs | Audio & Voice | 87.8 | team |
| 3 | Canva | Design | 87.1 | team |
| 4 | Notion AI | Writing | 86.7 | Team |
| 5 | Fathom | Workflow Automation | 86.1 | Team |
| 6 | Zed | Coding | 86.1 | Collaborat Multiplayer collaborat Team |
| 7 | DeepWiki | Research | 85.4 | team |
| 8 | n8n | Workflow Automation | 84.8 | team |
| 9 | OpenAI Codex | Coding | 84.6 | Team |
| 10 | STORM | Research | 84.4 | Collaborat |
| 11 | Amazon Q Developer | Coding | 84.3 | Team |
| 12 | Novelcrafter | Writing | 84.3 | Collaborat Shared workspace |
| 13 | Paperguide | Research | 84.1 | collaborat Team |
| 14 | Kilo | Coding | 84 | Team |
| 15 | Bito AI | Coding | 83.9 | Team |
| 16 | Windsurf | Coding | 83.9 | collaborat |
| 17 | Fireflies.ai | Workflow Automation | 83.8 | Team |
| 18 | Cline | Coding | 83.7 | Team |
| 19 | Activepieces | Workflow Automation | 83.5 | Team |
| 20 | v0 | App Builders | 83.5 | team |
| 21 | Sourcery | Coding | 83.4 | Team |
| 22 | Retool | App Builders | 83.3 | Team |
| 23 | CodeRabbit | Coding | 83.2 | Team |
| 24 | OpusClip | Video | 83.2 | Team |
| 25 | Grammarly | Writing | 83.1 | Team |
Team collaboration by category
Matching archive count per category.
Method
- Rule: /team|collaborat|shared workspace|multiplayer/gi applied to the concatenated text of archive fields features (name+desc), specs (k+v), finder.useCases, tagline, bestFor and pricing.label — the same rule set that builds dist/js/finder-db.js.
- Every matched string is quoted as found (verbatim from the archive); no normalization or synonym expansion is applied.
- Population: all 448 archives; 148 match (33%). Ordering for the table: overall descending, then slug.
- Benchmark note for context: T1 benchmarks recorded: 3 / 448; capability coverage here is keyword-derived, not a benchmark result.