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Sophie Andersen — Crypto Market Analyst, covers rakeback economics and token-loyalty systems for crypto casinos.
- LinkedIn: linkedin.com/in/sophie-andersen-analyst
- Twitter/X: @sophie_onchain — 8,400 followers
- Email (editorial): [email protected]
- Experience: 9 years markets, 4 years crypto
About
Sophie Andersen spent her first seven post-grad years on a sell-side equity desk in Copenhagen, covering Nordic consumer and gaming stocks for Danske Bank Markets. She got her start the boring way — graduate program, CFA Level III, model-monkey rotation, then a real coverage seat on Kindred Group, Evolution AB, Better Collective, and the rest of the Stockholm-listed iGaming complex. She knows what a casino P&L looks like from the inside because she built ten years of them in Excel.
She left in early 2022 for two reasons. The first was that her best research call of 2021 — a long on Evolution into the live-casino expansion — had been a write-up of fundamentals she could see in regulated filings, and meanwhile half her trading desk was paying more attention to a single anon Twitter account covering Stake’s GGR than to her 40-page note. The second was that the interesting margin in the gambling industry had clearly moved to crypto-native operators, and you couldn’t cover them from a sell-side seat because they don’t file 10-Qs. So she started a Substack, called it Rakeback Economics, and now writes for a paying audience that mostly does not care about quarterly guidance.
Sophie’s beat is the unit economics of crypto casinos: what rakeback actually costs, how token-loyalty schemes hold up when the token bleeds, why VIP cashback programs at certain operators are structurally underpriced, and which CAC-to-LTV stories don’t survive a back-of-envelope. She is opinionated. She thinks most casino tokens are bad investments, she thinks rakeback wars are a race to the bottom, and she thinks the offshore crypto-casino market is two consolidation cycles away from looking like the regulated market it pretends to disrupt. She’ll tell you which operators she thinks are well-run and which ones are stories. She does not own equity in any operator she covers.
She lives in Copenhagen, runs a slow book club, and has strong opinions about Excel keyboard shortcuts.
Expertise Areas
- Crypto-casino unit economics — GGR, NGR, marketing-to-revenue ratios, and how offshore operators report (or don’t report) them.
- Rakeback program design — flat-rate vs. tiered, token-denominated vs. stable, breakage assumptions and player segmentation.
- Token-loyalty system analysis — emission schedules, sink design, why most casino tokens trend to zero.
- VIP cashback program economics — when “10% cashback” is actually 4%, and when it’s actually 18%.
- Operator competitive analysis — Stake vs. Roobet vs. Rollbit vs. the long tail, by what actually shows up in on-chain flows.
- Regulated-vs-offshore market dynamics — what the Kindred/Evolution/BC playbook implies for the offshore consolidation cycle.
Notable Publications
| Publication | Article | Year | Link |
|---|---|---|---|
| Substack — Rakeback Economics | “Stake’s Rakeback Program Is Underpriced. Here’s the Math.” | 2024 | rakebackeconomics.substack.com/… |
| Substack — Rakeback Economics | “Why Most Casino Tokens Are Structurally Short” | 2024 | rakebackeconomics.substack.com/… |
| Substack — Rakeback Economics | “The Rollbit Revenue Model, Charted” | 2024 | rakebackeconomics.substack.com/… |
| Substack — Rakeback Economics | “Evolution AB Through a Crypto Lens” | 2024 | rakebackeconomics.substack.com/… |
| Medium | “VIP Cashback Is a Customer Acquisition Cost, Not a Reward” | 2024 | medium.com/@sophie.andersen/… |
| Substack — Rakeback Economics | “Roobet’s Quiet Pivot, by the Numbers” | 2025 | rakebackeconomics.substack.com/… |
| Substack — Rakeback Economics | “What ‘High Roller VIP’ Actually Costs Operators” | 2025 | rakebackeconomics.substack.com/… |
| Medium | “The Sportsbook-Casino Cross-Subsidy Problem” | 2025 | medium.com/@sophie.andersen/… |
| Substack — Rakeback Economics | “Affiliate Networks Are Eating Operator Margin. Here’s How Much.” | 2025 | rakebackeconomics.substack.com/… |
| Substack — Rakeback Economics | “Three Operators That Will Not Survive the Next Consolidation” | 2025 | rakebackeconomics.substack.com/… |
| Substack — Rakeback Economics | “Reading the Stake Q4 Numbers Through Their Twitch Spend” | 2025 | rakebackeconomics.substack.com/… |
| Medium | “A Sell-Side Analyst’s Take on Crypto Casino LTV” | 2026 | medium.com/@sophie.andersen/… |
| Substack — Rakeback Economics | “The Quiet Bull Case for One (1) Offshore Operator” | 2026 | rakebackeconomics.substack.com/… |
Recent articles on this site
_The 10 most recent articles by Sophie Andersen on this domain are listed below._
Editorial inquiries
- Author email:
[email protected] - Editorial disclosure: Sophie does not hold equity or token positions in any operator she covers, and she does not accept payment for coverage. She publishes the same analysis on her independent Substack that she publishes here. Affiliate links on this site are editorial and placed by the publication, not by the author.