Focused-tab attention telemetry on school-managed devices

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.

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Coverage

Universe, instruments and categories.

Industry: Application Software
Instruments: equities
Categories: AlternativeSentimentFundamental

Dataset card

Type: not stated
Format: Tabular time-series aggregates (minutes per user per day) keyed by user, grade, school, OU, classroom, OS, app and category, processed nightly rather than streamed; visualized in-dashboard. The documentation is explicit that these insights have no export feature, so today the data exists only as rendered analytics — a licence would require building an export pipeline rather than opening an existing one.
Volume: 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.
Users: Est. 5-10 million covered students on managed devices. Basis: roughly $147M reported revenue at ~600 employees funded by ~$200M of private equity — a revenue scale that at prevailing K-12 per-seat pricing implies several million seats — and the classroom products are deployed across large US Chromebook districts. Treat as an order-of-magnitude bound rather than a stated figure.
History: 8 years
Update frequency: not stated
Growth: Mature and consolidating under private-equity ownership rather than growth-stage — roughly $147M revenue against ~$200M raised, ~600 employees, and a multi-product portfolio (Discover, Teacher and adjacent safety lines) documented across the docs site. Feature documentation is current and actively maintained, so the product is operating, but the ownership and funding profile indicates efficiency and portfolio discipline rather than land-grab expansion.
Launched: Est. 2013-2015 for the core classroom product, with the company founded around 2012 and subsequently venture- then private-equity-funded. The Discover analytics surface documented here is materially newer — its modern documentation platform and screenshot style date it to the mid-2020s, and Screen Time is presented as an added insights layer rather than a founding feature.
Delivery: not stated
Entity mapping: not stated
Sample: not stated
Point-in-time: not stated
Licence: not stated

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