Footprint across Functions × Verticals × Layers, the three axes that determine structural fate.
Intelligence Cube, 2D Projection
SCOI ·supplychainofai.com
Layers × Verticals
1 cell · 1×1
L-1
L0
L1
L2
L3
L4
L5
L6
L7
L8
FinTech
EdTech
Legal
Health
Travel
eCom
Media
Gov
SaaS
Horizontal
Layers × Functions
2 cells · 1×2
L-1
L0
L1
L2
L3
L4
L5
L6
L7
L8
Dev/Eng
Design
Product
PM/Proj
Ops
Mktg
Sales
CustCare
Strategy
Finance
Two 2D projections of the Intelligence Cube (Functions × Verticals × Layers). Filled cells = this move occupies that intersection. Dashed cells = adjacent layers a sparse move could pull in next.
ChatGPT launches. Free homework answers, infinite scale, no subscription.
May 2023
CEO admits ChatGPT impact on growth call. Stock drops 48% in a single day.
2024
Revenue down 50%+. Layoffs. Chegg announces its own AI product, too late, no proprietary edge.
2025
Market cap under $200M. ~99% destruction from peak.
- Who Wins
OpenAI.Absorbed the entire homework-help category as a side effect of being a general assistant.
Khan Academy (Khanmigo).Built L8 (per-student memory + Socratic tutoring) on top of GPT, the layer Chegg never built.
Duolingo.Owned L8 (spaced-repetition memory of every learner) before AI hit. The moat held.
- Who Loses
Chegg.Pure L7b with no L1, L3, or L8 underneath. Structural inevitability.
Course Hero, Quizlet (legacy mode).Same L7b position. Same vulnerability. Both scrambling to bolt on L8.
Every ed-content reseller.If your business is 'access to answers,' the answers are now free.
- Steelman: The Counter-Thesis
Bull case: Chegg pivots into tutoring services + per-student L8 memory + verified-human-expert L3, and re-emerges as a smaller but durable $1–2B business. The pieces exist, 8M+ subscribers, brand recognition with students, a corpus of decade-old questions. But the cultural and capital constraints (public-company quarterly pressure, debt, demoralized team) make this unlikely. More probable outcome: take-private, asset stripped, brand absorbed by a tutoring marketplace. The 99% drop is the market pricing that path correctly.
Chegg's collapse is the clearest case study of Law III: Value Migrates to the Scarcest Layer.
Chegg's position: L7b, generic educational content. Homework answers, textbook solutions, Q&A. No proprietary data (L1). No memory loops (L8). No compliance moat (L3). Just content that any LLM can generate.
The timeline: • 2021: $12B market cap, dominant in homework help • May 2023: CEO admits ChatGPT is pressuring growth. Stock drops 48% in one day. • 2024: Revenue down 50%+. Layoffs. Restructuring. • 2025: Market cap under $200M. 99% destruction.
What Chegg should have done: Migrate value to L8 (Memory & Learning), personalized tutoring that remembers each student's progress, weaknesses, and learning style. That's scarce. That's defensible.
The law is clear: If your layer isn't scarce, your value will migrate to whoever's layer is.
- What This Means for You
Product Leader
Map your product to the layers it actually owns vs. rents. The rented ones are where the counter-move work belongs.
Investor
Underwrite layer ownership, not feature count. The Cube footprint is the moat.
Operator
Audit your stack against Supply Chain of Intelligence. Anything sitting only at L7 is the layer to watch.
AA
Anand Arivukkarasu
Ex-Meta product leader. Creator of Supply Chain of Intelligence™. Writes about where AI value accrues, and who can fire your product. LinkedIn