| Core approach | PublishedA guided sender-by-sender cleanup | PublishedBroad inbox cleanup and automation suite | PublishedOne-click mailing-list cleanup | PublishedTrain importance-sorting folders | PublishedSubscription cleanup, Rollups, and Inbox Shield | PublishedKeep, Block, Rollup | NativeBuild a rule from Gmail search criteria | NativeNative lists and search actions |
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| Mailbox support | LimitedGmail and Google Workspace | PublishedMajor providers plus IMAP | Not publicly statedGmail is documented | PublishedBroad provider support | PublishedGoogle, Microsoft, major providers, and IMAP | Not publicly statedGmail documented; other providers not stated by name | NativeGmail and Google Workspace | NativeGmail and Google Workspace |
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| Existing-mail cleanup | PublishedYes — by sender | PublishedYes — broad bulk grouping | PublishedMass-delete old mail from a sender | PublishedBacklog sorting plus Email Deep Clean | LimitedSubscription-specific | LimitedRollup collects subscriptions into a digest | LimitedVia Gmail search and bulk actions | NativeSearch + select-all bulk actions |
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| Future-mail automation | LimitedSeparate Autopilot rules | PublishedYes — premium sender settings and Auto Clean | Not publicly statedNot publicly stated | PublishedCore behavior | PublishedInbox Shield, filters, Rollups, and do-not-disturb | PublishedCore behavior | NativeCore behavior | LimitedVia filters, built separately |
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| Unsubscribe | LimitedWhen the sender provides an unsubscribe method | PublishedBulk Unsubscriber | PublishedOne-click unsubscribe | —Not compared | PublishedCore feature | LimitedBlocking is the published mechanism | LimitedSeparate Gmail subscription controls | NativeNative unsubscribe on detected senders |
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| Preview and recovery | LimitedRecorded in Activity when recovery is available | Not publicly statedAction history published; undo window not publicly stated | Not publicly statedNot publicly stated | LimitedCorrect by moving and retraining | Not offeredUnsubscribe is not reversible in the service | Not publicly statedNot publicly stated | LimitedTest criteria; edit or delete the rule later | LimitedSelection count and brief Undo; no long-term action history |
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| Email-data posture | PublishedListed Gmail details, including the preview snippet | LimitedVendor says cleanup analysis uses email headers and other listed details | LimitedVendor says email data never leaves the device | LimitedHeaders for core sorting; optional features can need more | LimitedSubscription details; encrypted email content for Rollups | LimitedCopies of commercial emails; Gmail terms cover bodies and attachments | NativeNo additional cleanup vendor | NativeNo additional vendor |
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| Public starting point | PublishedFree, $9 Plus, or $19 Pro monthly | Not publicly statedUp to 1,000 messages free; 14-day premium trial | Not publicly statedNot publicly stated | Published7-day trial; paid plans by accounts and feature slots | Limited10 unsubscribes free; $19 seven-day pass | Not publicly statedFree sign-up; paid tiers not publicly stated | NativeIncluded with Gmail or Google Workspace | NativeIncluded with Gmail |
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