Core Conviction
Our highest-conviction long-term positions — 10 consumer-data plays we hold for 12-24 months.
- 10 specific tickers, entry zones, exit targets.
- Live consumer-data backing every position.
- Read this + every future playbook for $19/mo.
Already closed from this playbook.
One position from this playbook has already closed. The rest are still open in PRO.
Not a stock pick.
The data behind it.
Top US brokerages, a multi-billion-dollar hedge fund, and a major asset manager license our consumer-behavior research. For $19/mo, you get the same intelligence — turned into specific tickers.
Main Street vs Wall Street.
Every stock scored on what 500 million consumers are actually doing — searches, purchases, mentions — versus what analysts expect. The gap is the signal.
Every market morning.
Before the bell.
The consumer-data moves that matter, delivered before market open. When the gap is big enough, the Swans publish a setup with specific tickers, entries, and exits.
15 years of receipts.
Consumer-behavior data back to 2011. We've called Tesla, Robinhood, Amazon, Costco, and dozens more — months before earnings revealed it. The record is public.
What this looks like in real life.
Real subscribers.
Real dollars.
Verified quotes from LikeFolio research subscribers, used with permission. Results not typical and not guaranteed.


Andy & Landon Swan.
15years tracking what 500 million consumers actually do — before earnings, before analysts, before the price moves. Our data is licensed to top US brokerages and several of the world's largest hedge funds. We've appeared on Schwab Network, CNBC, Bloomberg, Fox Business, and Fast Company.
One subscription. Every ticker.
PRO unlocks the whole platform — live portfolios, every new playbook, real-time alerts, and the full LikeFolio.ai dashboard (screener, brand maps, consumer-data scores on 527 stocks).
- Live model portfolios — entries, currents, and targets on every stock the Swans currently hold
- Every new playbook the moment it drops + real-time trade alerts
- Full LikeFolio.ai dashboard — screener, heatmap, brand maps, consumer-data scores on 527 stocks
- The Daily Drop — consumer-data moves delivered before market open
- Cancel anytime in one click. No retention friction.
Frequently asked.
No. LikeFolio is consumer-data research, not personalized investment advice. We don't tell you what to do — we show you what 500 million consumers are actually doing, and how that's likely to map to specific publicly-traded companies. Always do your own work.
Yes, anytime. One click in your account settings. No phone calls, no retention dark patterns. If you cancel mid-cycle you keep access through the end of the period.
Each playbook explains the consumer-data thesis in plain language — Flesch-Kincaid 9th-grade reading level or lower. No jargon-walls, no charts you can't read. The data is technical; the explanation isn't.
Different inputs. They start with technicals, valuation models, or analyst opinion. We start with what 500M consumers are actually doing — searches, app-installs, social mentions, purchase signals — months before earnings reveal it. Wall Street pays six figures for this data; you get the playbooks built from it for $19.
Andy and Landon Swan, co-founders. 15 years of consumer-trend research, featured daily on Schwab Network. Our data is licensed by top US brokerages, a multi-billion-dollar hedge fund, and a major asset manager.
You land instantly on the LikeFolio.ai dashboard with every ticker revealed — live model portfolios, the full screener and heatmap, brand maps, and consumer-data scores on all 527 stocks we track. Real-time trade alerts start flowing the moment they hit. Your next playbook drops in your inbox within 24 hours. No waiting, no email confirmation, no upsell.
Stop guessing.
Start with the data.
16 live positions. Every new playbook. Real-time alerts. The platform 100,000+ investors already use. $19/mo — cancel anytime.