Skip to the category

Archive through 2026-08-232549 cards in this category

Category home · 07

Learning & Exams

Courses, study systems, explainers, educational resources, and preparation for difficult tests.

Visual leads · 2026-08-23

Eight from today

Complete 38-card shelf
Landing-page snapshot of candlefable.com Observed 2026-08-23 Candle Fable turns French picture books into bedtime lessons candlefable.com

Photograph the pages of a French children’s book and Candle Fable transcribes them, typesets the text, and reads each page aloud in an expressive French voice.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of playnotehead.com Observed 2026-08-23 Notehead Turns Drum Reading Into a Survival Game playnotehead.com

A browser-based drum sightreading game that sends engraved notation to an electronic kit over MIDI and generates a different chart each time.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of rap101lab.com Observed 2026-08-23 Rap 101 Turns Flow Into Something You Can See rap101lab.com

An interactive study lab for learning rap flow, pocket, cadence, lyrics, persona, and beat interaction.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of prepa-arcade.com Observed 2026-08-23 Super Prepa Arcade Turns Exam Prep Into a Video Game prepa-arcade.com

A Mexican high-school entrance-exam app built around lessons, practice questions, spaced review, boss battles, and simulated exams.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of barterville.org Observed 2026-08-23 Barterville Makes Students Invent Money barterville.org

A free browser game in which students run stalls, barter without currency, and watch salt become money in a village market.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of cursastudio.online Observed 2026-08-23 Cursa — Watch engineering systems work cursastudio.online

An interactive learning platform that teaches software systems, algorithms, distributed architecture, and machine learning through step-by-step execution and visual state changes.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of everypupil.com Observed 2026-08-23 EveryPupil turns one marksheet into thirty different next steps everypupil.com

A UK school tool that converts question-by-question marks into class analysis and personalised feedback emails for each pupil.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of fufucow.com Observed 2026-08-23 HelloBuBu Turns Family Photos Into Word-Hunt Storybooks fufucow.com

A Taiwanese custom-book service turns family photos and stories into bilingual illustrated learning books with hidden vocabulary, word lists, and QR-linked pronunciation.

Open Login Paid Ads Pretty Pro Niche Human Risk JS

The complete daily department

All 38 cards from 2026-08-23

The eight visual leads appear above; the remaining 30 continue here in their published shelf order.

Landing-page snapshot of hubcards.space Hub Cards, a Cantonese IIQE Study Desk hubcards.space

A free Hong Kong Cantonese preparation platform for the five IIQE papers, combining study notes, chapter question banks, quick tests, and timed mock exams.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of misbar.care Misbar Medical Team: Practical Medical Education from Gaza misbar.care

A volunteer student team providing practical training and educational resources for medical and health-science students in Gaza.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of oasispace.work OASISPACE:把数学讲清楚,也把光留下 oasispace.work

Oasis 的双语个人主页,分享 IBDP 数学教学指南、练习单,以及数码与胶片摄影。

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of otzarmilon.com Otzar, the Hebrew word treasury otzarmilon.com

An iPhone app that scans printed Hebrew words, explains them in simple Hebrew, and turns each lookup into future practice.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of testruta.com TestRuta turns Spain’s driving theory exam into a study system testruta.com

A free Spanish-language platform for preparing the DGT theory test, with 2,111 questions, 1,000 numbered tests, explanations, manuals, and automatic review of mistakes.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of trivopo.com Trivopo practices the actual Spanish civil-service exams trivopo.com

A free Spanish exam-practice platform built from official public-service examination papers, with timed and learning modes, answer keys, and convocatoria-specific scoring.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of dharma-quest.com Dharma Quest Grade 3 dharma-quest.com

A browser-based Hindu values lesson that turns the story of King Parīkṣit and Kali into a ten-question reflection exercise.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of geographichistory.com Geographic History: Every Year Has a Map geographichistory.com

An interactive historical atlas that redraws the world across 2,500 years, with mapped battles, rulers, people, borders, modern countries, and geography minigames.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of jihyekorean.com Jihye Korean Teaches the Korean Textbooks Leave Out jihyekorean.com

A Korean-learning book series built around real situations, from entering a restaurant to ordering, fixing mistakes, and saying goodbye.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of learntodig.org LearntoDig: Petroleum Engineering in Azerbaijani learntodig.org

An Azerbaijani learning platform for petroleum engineering, combining lessons, quizzes, career maps, field terminology, and simulation-oriented modules.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of medacademia.org MedAcademia: el banco de preguntas que aprende contigo medacademia.org

Una plataforma en español para preparar ENAM, Residentado, SERUMS y ENCAPS mediante preguntas, repaso espaciado y sesiones adaptativas.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of seamanenglish.com SeamanEnglish: English Practice for the Working Seafarer seamanenglish.com

A free maritime-English practice suite for seafarers preparing for recruitment tests and shipboard communication.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of ancientegyptdiscoveries.com The Lost Tombs of Egypt ancientegyptdiscoveries.com

An interactive colouring adventure that guides children through ancient Egyptian places, people, gods, animals, and symbols.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of cookpass.life CookPass, the Korean Cooking Exam Drill cookpass.life

A free Korean-language study platform for the written 한식조리기능사 culinary certification exam.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of acticfacil.com ACTICfàcil: Catalan digital-skills exam prep acticfacil.com

An online academy preparing students for Catalonia’s ACTIC certification with 72 lessons, videos, explained tests, and exam simulations across competencies C1–C8.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of caihongshuati.com 彩虹题伴 Turns Nutrition Exam Prep Into Illustrated Drills caihongshuati.com

A WeChat mini-program for Chinese registered-nutritionist exam preparation, combining 1,675 past questions, 730 illustrated concepts, and adaptive daily study plans.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of chikyunoie.org まなビーバー: A Different Route Through School chikyunoie.org

A Japanese learning community for families navigating non-attendance, home education, and children who do not fit conventional school systems.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of glaera.com GLæra Makes the Classroom Presentation Interactive glaera.com

An Icelandic presentation platform where teachers can add live polls, word clouds, questions, and quiz games without asking students to install an app.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of morutabana.com Morutabana — Revision for IGCSE, JCE & BGCSE morutabana.com

A Botswana-focused revision platform covering IGCSE, JCE and BGCSE subjects with notes, worked past papers and practice questions.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of acapulse.com AcaPulse Maps 52,000 Degrees Across 101 Countries acapulse.com

A degree-search and comparison platform covering Bachelor's, Master's, MBA, and PhD programmes worldwide.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of candidatemode.com CandidateMode Makes Aptitude Tests Feel Like the Real Thing candidatemode.com

A practice platform for aptitude tests, work simulations, chat assessments, and hiring games, with provider-style interactions rather than plain question sheets.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of ispitzacamac.com Сидро: Serbian boating-exam practice ispitzacamac.com

An online Serbian-language practice app for the theoretical boat-operator exam, with hundreds of questions, topic drills, and full-test simulations.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of offshoretheory.com Offshore Theory — navigation practice for the Yachtmaster exam offshoretheory.com

A free interactive course covering buoyage, ships’ lights and shapes, and collision-avoidance rules.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of robohornets.com RoboHornets: One Robot, One Hive robohornets.com

The public home of Harrison Middle School’s FTC Team 21622, where students design, build, program, and document a competition robot.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of tranducthang.com Math Adventure: A Vietnamese Math Journey tranducthang.com

A gamified Vietnamese math-learning platform for students from grades 1 through 9.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of academiaindra.com Academia Indra, a WhatsApp-Born Cybersecurity School academiaindra.com

A free Spanish-language academy teaching cybersecurity, vulnerability analysis, and app development through communities built around WhatsApp.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of formacaoesteticasegura.shop Estética Segura: formação para atender clientes em tratamento oncológico formacaoesteticasegura.shop

Um curso online para profissionais de beleza que precisam adaptar seus atendimentos a clientes em tratamento contra o câncer.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of italab-brazza.com ItaLab: Italian Test Practice in Brazzaville italab-brazza.com

A Brazzaville-based platform for practicing a simulated ITA-L2 Italian-language test.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of kiwiphysics.com Kiwiphysics: Physics Applets for NCEA Students kiwiphysics.com

A free collection of interactive senior-physics simulations mapped to New Zealand’s NCEA Level 2 and Level 3 curriculum.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of trafwiki.online trafwiki: A Source-Backed Traffic-Arbitrage Textbook trafwiki.online

A free Russian-language textbook that maps the traffic-arbitrage path from choosing a YouTube niche to monetization and payouts.

Open Login Paid Ads Pretty Pro Niche Human Risk JS

Across the archive

Learning & Exams, accumulating

2,549 cards provide an early longitudinal view—not a measure of the whole web.

Category pulse

score + signals · rolling 21 days
Learning & Exams score and signal pulse Daily median editorial-interest threads for every category, the category average, and the daily prevalence of ten overlapping signals for Learning & Exams over the latest 21 issues. Weird Finds daily median score Oddly Specific daily median score Useful Tools daily median score Developer Corner daily median score AI Table daily median score Civic & Public Life daily median score Human Services daily median score Global Trade Desk daily median score Food, Events & Hospitality daily median score Commerce Shelf daily median score Content & Blogs daily median score Personal Pages daily median score Local Businesses daily median score Suspicious Gentlemen daily median score Daily average of category median scores Learning & Exams daily median score 2026-08-03: Learning & Exams median 79.02026-08-04: Learning & Exams median 82.02026-08-05: Learning & Exams median 82.02026-08-06: Learning & Exams median 84.02026-08-07: Learning & Exams median 82.02026-08-08: Learning & Exams median 79.02026-08-09: Learning & Exams median 84.02026-08-10: Learning & Exams median 82.02026-08-11: Learning & Exams median 84.02026-08-12: Learning & Exams median 82.02026-08-13: Learning & Exams median 79.02026-08-14: Learning & Exams median 82.02026-08-15: Learning & Exams median 84.02026-08-16: Learning & Exams median 84.02026-08-17: Learning & Exams median 84.02026-08-18: Learning & Exams median 81.02026-08-19: Learning & Exams median 79.02026-08-20: Learning & Exams median 82.02026-08-21: Learning & Exams median 84.02026-08-22: Learning & Exams median 82.02026-08-23: Learning & Exams median 82.0 Open 2026-08-03: 92% open across 39 published cards 2026-08-04: 81% open across 43 published cards 2026-08-05: 70% open across 33 published cards 2026-08-06: 72% open across 32 published cards 2026-08-07: 88% open across 43 published cards 2026-08-08: 81% open across 31 published cards 2026-08-09: 72% open across 29 published cards 2026-08-10: 88% open across 34 published cards 2026-08-11: 88% open across 40 published cards 2026-08-12: 64% open across 25 published cards 2026-08-13: 81% open across 21 published cards 2026-08-14: 70% open across 23 published cards 2026-08-15: 71% open across 34 published cards 2026-08-16: 67% open across 30 published cards 2026-08-17: 78% open across 32 published cards 2026-08-18: 76% open across 33 published cards 2026-08-19: 74% open across 27 published cards 2026-08-20: 76% open across 25 published cards 2026-08-21: 83% open across 41 published cards 2026-08-22: 88% open across 25 published cards 2026-08-23: 87% open across 38 published cards Login 2026-08-03: 8% login across 39 published cards 2026-08-04: 19% login across 43 published cards 2026-08-05: 30% login across 33 published cards 2026-08-06: 28% login across 32 published cards 2026-08-07: 12% login across 43 published cards 2026-08-08: 19% login across 31 published cards 2026-08-09: 28% login across 29 published cards 2026-08-10: 12% login across 34 published cards 2026-08-11: 12% login across 40 published cards 2026-08-12: 36% login across 25 published cards 2026-08-13: 19% login across 21 published cards 2026-08-14: 30% login across 23 published cards 2026-08-15: 29% login across 34 published cards 2026-08-16: 33% login across 30 published cards 2026-08-17: 22% login across 32 published cards 2026-08-18: 24% login across 33 published cards 2026-08-19: 26% login across 27 published cards 2026-08-20: 24% login across 25 published cards 2026-08-21: 17% login across 41 published cards 2026-08-22: 12% login across 25 published cards 2026-08-23: 13% login across 38 published cards $ Paid 2026-08-03: 28% paid across 39 published cards 2026-08-04: 42% paid across 43 published cards 2026-08-05: 21% paid across 33 published cards 2026-08-06: 38% paid across 32 published cards 2026-08-07: 21% paid across 43 published cards 2026-08-08: 26% paid across 31 published cards 2026-08-09: 41% paid across 29 published cards 2026-08-10: 21% paid across 34 published cards 2026-08-11: 28% paid across 40 published cards 2026-08-12: 36% paid across 25 published cards 2026-08-13: 29% paid across 21 published cards 2026-08-14: 17% paid across 23 published cards 2026-08-15: 32% paid across 34 published cards 2026-08-16: 33% paid across 30 published cards 2026-08-17: 22% paid across 32 published cards 2026-08-18: 21% paid across 33 published cards 2026-08-19: 41% paid across 27 published cards 2026-08-20: 32% paid across 25 published cards 2026-08-21: 10% paid across 41 published cards 2026-08-22: 16% paid across 25 published cards 2026-08-23: 32% paid across 38 published cards Ads 2026-08-03: 5% ads across 39 published cards 2026-08-04: 0% ads across 43 published cards 2026-08-05: 3% ads across 33 published cards 2026-08-06: 3% ads across 32 published cards 2026-08-07: 0% ads across 43 published cards 2026-08-08: 0% ads across 31 published cards 2026-08-09: 0% ads across 29 published cards 2026-08-10: 0% ads across 34 published cards 2026-08-11: 0% ads across 40 published cards 2026-08-12: 0% ads across 25 published cards 2026-08-13: 0% ads across 21 published cards 2026-08-14: 0% ads across 23 published cards 2026-08-15: 3% ads across 34 published cards 2026-08-16: 0% ads across 30 published cards 2026-08-17: 0% ads across 32 published cards 2026-08-18: 0% ads across 33 published cards 2026-08-19: 0% ads across 27 published cards 2026-08-20: 0% ads across 25 published cards 2026-08-21: 0% ads across 41 published cards 2026-08-22: 0% ads across 25 published cards 2026-08-23: 3% ads across 38 published cards * Pretty 2026-08-03: 92% pretty across 39 published cards 2026-08-04: 98% pretty across 43 published cards 2026-08-05: 94% pretty across 33 published cards 2026-08-06: 91% pretty across 32 published cards 2026-08-07: 91% pretty across 43 published cards 2026-08-08: 97% pretty across 31 published cards 2026-08-09: 97% pretty across 29 published cards 2026-08-10: 91% pretty across 34 published cards 2026-08-11: 92% pretty across 40 published cards 2026-08-12: 88% pretty across 25 published cards 2026-08-13: 86% pretty across 21 published cards 2026-08-14: 96% pretty across 23 published cards 2026-08-15: 97% pretty across 34 published cards 2026-08-16: 93% pretty across 30 published cards 2026-08-17: 100% pretty across 32 published cards 2026-08-18: 97% pretty across 33 published cards 2026-08-19: 96% pretty across 27 published cards 2026-08-20: 96% pretty across 25 published cards 2026-08-21: 100% pretty across 41 published cards 2026-08-22: 96% pretty across 25 published cards 2026-08-23: 89% pretty across 38 published cards Pro 2026-08-03: 85% pro across 39 published cards 2026-08-04: 91% pro across 43 published cards 2026-08-05: 97% pro across 33 published cards 2026-08-06: 97% pro across 32 published cards 2026-08-07: 93% pro across 43 published cards 2026-08-08: 90% pro across 31 published cards 2026-08-09: 90% pro across 29 published cards 2026-08-10: 79% pro across 34 published cards 2026-08-11: 98% pro across 40 published cards 2026-08-12: 92% pro across 25 published cards 2026-08-13: 86% pro across 21 published cards 2026-08-14: 91% pro across 23 published cards 2026-08-15: 94% pro across 34 published cards 2026-08-16: 97% pro across 30 published cards 2026-08-17: 97% pro across 32 published cards 2026-08-18: 97% pro across 33 published cards 2026-08-19: 96% pro across 27 published cards 2026-08-20: 92% pro across 25 published cards 2026-08-21: 93% pro across 41 published cards 2026-08-22: 96% pro across 25 published cards 2026-08-23: 87% pro across 38 published cards Niche 2026-08-03: 97% niche across 39 published cards 2026-08-04: 98% niche across 43 published cards 2026-08-05: 100% niche across 33 published cards 2026-08-06: 97% niche across 32 published cards 2026-08-07: 100% niche across 43 published cards 2026-08-08: 100% niche across 31 published cards 2026-08-09: 100% niche across 29 published cards 2026-08-10: 100% niche across 34 published cards 2026-08-11: 100% niche across 40 published cards 2026-08-12: 96% niche across 25 published cards 2026-08-13: 90% niche across 21 published cards 2026-08-14: 100% niche across 23 published cards 2026-08-15: 97% niche across 34 published cards 2026-08-16: 90% niche across 30 published cards 2026-08-17: 100% niche across 32 published cards 2026-08-18: 100% niche across 33 published cards 2026-08-19: 100% niche across 27 published cards 2026-08-20: 100% niche across 25 published cards 2026-08-21: 100% niche across 41 published cards 2026-08-22: 100% niche across 25 published cards 2026-08-23: 95% niche across 38 published cards Human 2026-08-03: 18% human across 39 published cards 2026-08-04: 26% human across 43 published cards 2026-08-05: 15% human across 33 published cards 2026-08-06: 16% human across 32 published cards 2026-08-07: 7% human across 43 published cards 2026-08-08: 23% human across 31 published cards 2026-08-09: 3% human across 29 published cards 2026-08-10: 15% human across 34 published cards 2026-08-11: 12% human across 40 published cards 2026-08-12: 24% human across 25 published cards 2026-08-13: 33% human across 21 published cards 2026-08-14: 13% human across 23 published cards 2026-08-15: 9% human across 34 published cards 2026-08-16: 17% human across 30 published cards 2026-08-17: 28% human across 32 published cards 2026-08-18: 33% human across 33 published cards 2026-08-19: 15% human across 27 published cards 2026-08-20: 20% human across 25 published cards 2026-08-21: 22% human across 41 published cards 2026-08-22: 12% human across 25 published cards 2026-08-23: 24% human across 38 published cards ! Risk 2026-08-03: 0% risk across 39 published cards 2026-08-04: 0% risk across 43 published cards 2026-08-05: 0% risk across 33 published cards 2026-08-06: 0% risk across 32 published cards 2026-08-07: 0% risk across 43 published cards 2026-08-08: 0% risk across 31 published cards 2026-08-09: 0% risk across 29 published cards 2026-08-10: 0% risk across 34 published cards 2026-08-11: 0% risk across 40 published cards 2026-08-12: 0% risk across 25 published cards 2026-08-13: 0% risk across 21 published cards 2026-08-14: 0% risk across 23 published cards 2026-08-15: 0% risk across 34 published cards 2026-08-16: 0% risk across 30 published cards 2026-08-17: 0% risk across 32 published cards 2026-08-18: 0% risk across 33 published cards 2026-08-19: 0% risk across 27 published cards 2026-08-20: 4% risk across 25 published cards 2026-08-21: 0% risk across 41 published cards 2026-08-22: 0% risk across 25 published cards 2026-08-23: 0% risk across 38 published cards ƒ JavaScript 2026-08-03: 36% javascript across 39 published cards 2026-08-04: 26% javascript across 43 published cards 2026-08-05: 21% javascript across 33 published cards 2026-08-06: 44% javascript across 32 published cards 2026-08-07: 23% javascript across 43 published cards 2026-08-08: 35% javascript across 31 published cards 2026-08-09: 59% javascript across 29 published cards 2026-08-10: 24% javascript across 34 published cards 2026-08-11: 25% javascript across 40 published cards 2026-08-12: 44% javascript across 25 published cards 2026-08-13: 33% javascript across 21 published cards 2026-08-14: 30% javascript across 23 published cards 2026-08-15: 35% javascript across 34 published cards 2026-08-16: 40% javascript across 30 published cards 2026-08-17: 28% javascript across 32 published cards 2026-08-18: 27% javascript across 33 published cards 2026-08-19: 30% javascript across 27 published cards 2026-08-20: 16% javascript across 25 published cards 2026-08-21: 39% javascript across 41 published cards 2026-08-22: 24% javascript across 25 published cards 2026-08-23: 29% javascript across 38 published cards
Learning & Exams14 other categoriesDaily category averageScore axis 70–90Signal share0–100%

The rolling 21-day upper threads compare daily category medians; the bold thread is Learning & Exams. Below, signal colour shows the share of that day’s published Learning & Exams cards carrying each mark.

What moves with an 80+ score

501 high-interest cards
Signal prevalence among Learning & Exams cards scoring 80 or higher Percentage-point difference between each signal’s prevalence across this category and among the category’s cards with an editorial-interest score of 80 or higher. Open: 63% across all Learning & Exams cards and 79% among cards scoring 80+, a +16 pp difference. Open 63% → 79% +16 pp +16 pp Login: 31% across all Learning & Exams cards and 21% among cards scoring 80+, a -11 pp difference. Login 31% → 21% -11 pp -11 pp Paid: 23% across all Learning & Exams cards and 28% among cards scoring 80+, a +5 pp difference. $ Paid 23% → 28% +5 pp +5 pp Ads: 1% across all Learning & Exams cards and 1% among cards scoring 80+, a 0 pp difference. Ads 1% → 1% 0 pp 0 pp Pretty: 90% across all Learning & Exams cards and 98% among cards scoring 80+, a +8 pp difference. * Pretty 90% → 98% +8 pp +8 pp Pro: 36% across all Learning & Exams cards and 100% among cards scoring 80+, a +64 pp difference. Pro 36% → 100% +64 pp +64 pp Niche: 92% across all Learning & Exams cards and 98% among cards scoring 80+, a +6 pp difference. Niche 92% → 98% +6 pp +6 pp Human: 10% across all Learning & Exams cards and 18% among cards scoring 80+, a +7 pp difference. Human 10% → 18% +7 pp +7 pp Risk: 0% across all Learning & Exams cards and 0% among cards scoring 80+, a 0 pp difference. ! Risk 0% → 0% 0 pp 0 pp JavaScript: 23% across all Learning & Exams cards and 32% among cards scoring 80+, a +9 pp difference. ƒ JavaScript 23% → 32% +9 pp +9 pp

This exposes association inside the published catalogue, not causation or site quality. The 80+ threshold is the pipeline’s editorial-interest score.