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GoGuardian — Focused-tab attention telemetry on school-managed devices. The Discover product records active web-browsing time measured at the level of the single in-focus browser tab, attributed per user and cross-cut by grade level, school, organizational unit, classroom, operating system, app, content category and district approval status. Each activity record also carries a school-context label (In School / Out of School / Undetermined) assigned by the extension at capture time and permanently frozen, so the corpus distinguishes classroom attention from home attention and admits an explici…
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Focused-tab attention telemetry on school-managed devices. The Discover product records active web-browsing time measured at the level of the single in-focus browser tab, attributed per user and cross-cut by grade level, school, organizational unit, classroom, operating system, app, content category and district approval status. Each activity record also carries a school-context label (In School / Out of School / Undetermined) assigned by the extension at capture time and permanently frozen, so the corpus distinguishes classroom attention from home attention and admits an explicit uncertainty class. The wider platform adds app-level share-of-screen-time percentages, tag classifications and teacher-side live classroom views.
From 8 yearsCoverage Information TechnologyAsset class Equities
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GoGuardian — Focused-tab attention telemetry on school-managed devices. The Discover product records active web-browsing time measured at the level of the single in-focus browser tab, attributed per user and cross-cut by grade level, school, organizational unit, classroom, operating system, app, content category and district approval status. Each activity record also carries a school-context label (In School / Out of School / Undetermined) assigned by the extension at capture time and permanently frozen, so the corpus distinguishes classroom attention from home attention and admits an explici…
GoGuardian offers (Alternative, Sentiment, Fundamental) — Est. tens of billions of focused-tab interval records per year (order of several million covered users x ~180 school days x dozens-to-hundreds of focus intervals per day), compressed into minute-level per-user-per-app aggregates for reporting. The share-of-screen-time roll-ups are far smaller and are the practical deliverable; the raw focus-interval stream is the genuinely valuable layer..
The focused-tab series is the differentiated asset: modelling selective attention and task-switching in children at ecological scale, which is what classroom-attention research cannot currently obtain; attention-quality and engagement labels for AI tutors and adaptive platforms deciding when a student has disengaged; edtech effectiveness measurement that conditions learning time on genuine focus rather than app opens; youth content-consumption category shares by grade and by home-vs-school context; app-approval governance and unapproved-app discovery for districts; device and OS mix telemetry; and disengagement supervision labels for preference training of education products, where off-task and out-of-school time serve as negative signal.
The data is with 8 years of history.
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