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Card 796 of 9792026-10-03 issue

Observed arrival · 2026-10-03

SpeakLines turns sitcom dialogue into an English study list

speaklines.com Visit website
Editorial interest 82/100 Selection signal · not a rating of the site

It scores lines from TV scripts for their usefulness to English learners and builds a vocabulary-focused study list.

Landing page captured for the 2026-10-03 issue.
For
English learners who study with TV dialogue
Worth noticing
The project reports 92.8% word coverage after 500 lines in one unseen-season test; names are excluded, and coverage is not comprehension.

Field notes

The scoring factors are multiplied together, so a rare word or a line that depends heavily on its scene can lower the result. The list is assembled one line at a time, and the page describes a word as no longer counting toward new learning after it has appeared three times. Its reported tests use later seasons as holdouts; the site also cautions that coverage counts known words, not listening comprehension.

Observed signals

Read the marks

Editorial observations of this landing page, not a rating.

○OpenPublic substance visible
✦PrettyNotable craft visible
●ProPolished or operationally mature
◎NicheUnusually specific use

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speaklines.com

Landing page observed 2026-10-03. The live site may have changed.