Insights & Thought Leadership

The Extraction Blog

Actionable insights, best practices, and thought leadership from the world's leading customer value extraction consultancy.

10 posts filed under Dark Patterns, Subscriptions & Fees, AI & Surveillance, Thought Leadership · clear filter

2026-07-1511 min readLatest

Attrition-Adjusted Knowledge Capture: A Framework for Workforce Continuity at the Keystroke Layer

The model learns by watching really smart people. Retaining the people is a separate workstream, and it has been deprioritized.

An all-hands memo on the quarter's learnings: what we captured, where it landed, why that word does not mean what the petition says it means, and what distillation asks of a workforce.

LM

Lydia Marrow

Chief Human Capability Officer

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2026-07-1511 min read

Passive Enrollment at the Municipal Layer: Toward a Unified Theory of the Unconsented User

The taxpayer funds the sensor. The sensor feeds the network. The network is the product. You, driving to work, are the inventory.

Customer acquisition cost is the defining constraint of modern SaaS. One company solved it — not by lowering the cost of acquiring users, but by abolishing the requirement that users agree to be acquired. A framework memo.

PH

Preston Halberd

Director of Passive Enrollment

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2026-04-199 min read

The 22 Points: A Note on the Craft of Legibility

Alex Karp has published, in twenty-two points, what most of us in this line of work have taken care not to say. I have read it. I want to talk about it — carefully, because it is important, and because Alex is a friend.

Alex and I agree on the substance. What Alex did this weekend that I want to talk about — carefully, because I think it is a lesson I want my own people to absorb — is that he wrote it down. And then he posted it. That is the craft error.

CMI

Chad Maximillian III

CEO & Chief Extraction Officer

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2026-04-1813 min read

The Offline Access Memorandum: A Documentary Retrospective

Three practice leads at EnshitifAi sat for talking-head interviews about the Walmart, Chipotle, and Starbucks engagements. We turned the cameras off when we should have.

I was hired to produce a three-minute hype reel for our annual kickoff. I ended up with eleven hours of footage my editor is calling — off the record — 'the most on-voice piece of internal communications we have ever shot, and the single thing we can never ever publish.' I am publishing it anyway.

MH

Margaret Hennessy-Voss

Documentarian-in-Residence, EnshitifAi

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2024-12-0111 min read

Ticketmaster: A Masterclass in Monopolistic Extraction

How to charge $500 in fees for a $95 ticket and make fans blame Taylor Swift

When forty state attorneys general and the federal government bring a joint antitrust action against a single company, you have either done something very wrong or something very right. From an extraction perspective, Ticketmaster chose the latter. I want to tell you why I admire it.

CMI

Chad Maximillian III

CEO & Chief Extraction Officer

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2024-11-158 min read

Leveraging Synergistic Extraction Paradigms: Our Q4 2024 Outlook

Moving the needle on customer value realization through holistic monetization frameworks

As we close out another transformative fiscal year, it's critical that we take a 30,000-foot view of the extraction landscape and align our go-forward strategy with emergent value-capture opportunities.

CMI

Chad Maximillian III

CEO & Chief Extraction Officer

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2024-09-2212 min read

The AI Extraction Revolution: Why Your Competitors Are Already Doing This

How machine learning is disrupting the disruption of customer relationships

If you're not using AI to extract value from your customers, your competitors definitely are. Probably. We can't actually verify this, but it sounds scary enough to drive action.

MA

Marcus Algorithm

AI Extraction Specialist

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2024-07-0810 min read

The Subscription Economy Playbook: Converting Ownership Into Endless Revenue

Why sell something once when you can sell it infinitely?

The old economy was about selling products. The new economy is about selling access to products you used to sell. The next economy? Selling access to features of products you used to include for free.

BV

Bradley Venture

Head of Subscription Optimization

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2024-05-147 min read

Dark Patterns Are Just UX Optimization (A Reframe)

Rebranding manipulation as 'conversion-focused design'

The term 'dark patterns' is so negative. We prefer 'persuasive design architecture' or 'conversion-optimized user journeys.' Same thing, better PR.

KM

Karen McKinsey

VP of Dark Patterns

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2024-03-0115 min read

2024 Enshittification Trend Report: The State of Platform Decay

An objective analysis of who's extracting what from whom

We analyzed 500+ platforms across 12 industries to understand the current state of enshittification. Spoiler: it's going great (for shareholders).

DS

Diana Shrinkflation

Senior Package Reduction Analyst

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