clawdbot-workspace/memory/burton-method-research-intel.md
2026-01-28 23:00:58 -05:00

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Burton Method Research Intel

How this works: Current week's in-depth intel lives at the top. Each week, I compress the previous week into 1-3 sentences and move it to the archive at the bottom. Reference this file when asked about competitor moves, EdTech trends, or strategic action items.


📊 Current Week Intel (Week of Jan 27 - Feb 2, 2026)

🚨 CRITICAL: LSAC Format Change

Reading Comp removed comparative passages in January 2026 administration. Confirmed by Blueprint and PowerScore.

  • Impact: Any RC curriculum teaching comparative passage strategy is now outdated
  • Opportunity: First to fully adapt = trust signal to students

Competitor Movements

7Sage

  • Full site redesign launched (better analytics, cleaner UI)
  • NEW FREE FEATURE: Application tracker showing interview/accept/reject/waitlist outcomes
  • $10,000 giveaway promotion tied to tracker
  • Heavy ABA 509 report coverage
  • ADHD accommodations content series + 1L survival guides
  • Pricing (Jan 27): Core $69/mo | Live $129/mo | Coach $299/mo (all require LawHub $120/yr)
  • Scale: 60+ live classes/week, 3,000+ recorded classes
  • Strategic read: Pushing hard into admissions territory, not just LSAT. Creates stickiness + data network effects.

LSAT Demon

  • "Ugly Mode" (Jan 19) — transforms interface to match exact official LSAT layout
  • Tuition Roll Call on scholarship estimator — visualizes what students actually paid
  • Veteran outreach program with dedicated liaison
  • Pricing (Jan 27): Entry at $95/month — competitive with 7Sage Core
  • Strategic read: Daily podcast creates parasocial relationships. Demon is personality-driven; Burton is methodology-driven. Different lanes.

PowerScore

  • Dave Killoran departed (HUGE personnel change)
  • Jon Denning continuing solo, covering January LSAT chaos extensively
  • Crystal Ball webinars still running
  • Strategic read: Industry veteran leaving creates uncertainty. Watch for quality/content changes.

Blueprint

  • First to report RC comparative passages removal
  • Non-traditional student content (LSAT at 30/40/50+)
  • Score plateau breakthrough guides
  • 2025-26 admissions cycle predictions
  • Jan 27 Update: Heavy push on 1:1 tutoring testimonials; "170+ course" positioning; reviews emphasizing "plateau breakthroughs" and test anxiety management
  • Strategic read: Solid content machine, "fun" brand positioning. Going premium/high-touch with tutoring.

Kaplan

  • $200 off all LSAT prep extended through Jan 26 (expires TODAY)
  • Applies to On Demand, Live Online, In Person, and Standard Tutoring
  • Bar prep also discounted ($750 off through Feb 27)
  • New 2026 edition book with "99th percentile instructor videos"
  • Strategic read: Mass-market, price-conscious positioning continues. Heavy discounting signals competitive pressure.

Magoosh

  • Updated for post-Logic Games LSAT
  • Budget positioning continues
  • LSAC remote proctoring option coverage
  • Jan 28 Update: Landing page now shows blog-only content — no active LSAT prep product visible. Appears to have scaled back or exited market. Potential market consolidation signal.

LSAC (Official)

  • February 2026 scheduling opened Jan 20
  • January registration closed; score release Jan 28
  • Mainland China testing unavailable for Jan 2026
  • Reminder to disable grammar-checking programs for Argumentative Writing

Story Score Key Insight
AdeptLR: LSAT AI Competitor 9/10 Direct LSAT LR adaptive AI platform; validates market, narrow focus (LR only)
Blueprint: AI Could Mess Up LSAT Prep 8/10 GPT-4 scored 163; AI gives confident wrong answers; training data outdated
UB Law: Apps Up 22% 7/10 Highest applicant volume in decade; 160-180 scores climbing; career changers entering
TCS: EdTech Trends 2026 7/10 AI adaptive models proven; "agentic AI" emerging; outcomes > features now
LSAC: 2026 Cycle Strong 7/10 Official confirmation LSAT volumes high; broad applicant base
eSchool: 49 EdTech Predictions 6/10 "Shiny AI era over" — measurable outcomes required to win

Previous Scan (Jan 25)

Story Score Key Insight
AI Can Deepen Learning 8/10 AI mistakes spark deeper learning; productive friction > shortcuts
Beyond Memorization: Redefining Rigor 8/10 LSAT-relevant: adaptability + critical thinking > memorization
Teaching Machines to Spot Human Errors 7/10 Eedi Labs predicting student misconceptions; human-in-the-loop AI tutoring
Learning As Addictive As TikTok? 7/10 Dopamine science for engagement; make progress feel attainable
What Students Want From Edtech 6/10 UX research: clarity > gimmicks; meaningful gamification only

📌 Identified Action Items

  1. 🚨 TIME-SENSITIVE (Jan 28): January LSAT scores release TODAY — prime acquisition window for students who missed target. Consider outreach campaign for 1/28-1/31.
  2. URGENT: Update RC content to remove/deprioritize comparative passage strategy
  3. Content opportunity: Blog post "What the RC Changes Mean for Your Score" — be fast, be definitive
  4. Positioning clarity: 7Sage → admissions features, Demon → personality, Burton → systematic methodology that transcends format changes
  5. Product opportunity: Consider "productive friction" AI features that make students think, not just answer
  6. Watch: PowerScore post-Killoran quality — potential talent acquisition or market share opportunity
  7. NEW - Competitive research: Study AdeptLR UX for adaptive LSAT AI patterns (what works, what doesn't)
  8. NEW - Differentiation angle: Build AI that admits uncertainty (address Blueprint's "confident wrong answers" critique)
  9. NEW - Marketing: Track & publish score improvement data to meet "outcomes over features" bar
  10. NEW - Market validation: 22% app surge + decade-high volumes = sustained demand; career changers = self-study friendly audience

📚 Previous Weeks Archive

(No previous weeks yet — this section will grow as weeks pass)