Ranged Pro01
Find … the easy way
Surface pools worth investigating instead of chasing whatever APR is shouting the loudest or waiting for someone else to post an idea.
Narrow the field.
The gap after the basics
Knowing how LP works is not the same as knowing what to do.
You may already understand ranges, fee tiers, volume, liquidity, and what happens when price leaves your range. You may have opened a position before.
The harder part shows up later — when an actual pool is in front of you and you have to make the decision yourself.
Is this actually worth investigating?
Which numbers matter here?
Is the APR useful — or misleading?
What range makes sense for this pair?
What am I missing?
What would make me walk away?
This workshop is built around that layer. We’ll refresh only the LP mechanics that matter for making decisions, then spend our time researching, testing, deciding, and putting the workflow into practice.
Why I built this
I kept hearing the same question.
“Tyler, is this a good pool?”
— the question I still get from people who already understand LP
After teaching hundreds of people liquidity providing, I started seeing the same pattern. People understood the mechanics. Some had already opened positions. But when they had to evaluate a new opportunity without someone standing beside them, the confidence disappeared.
The missing piece wasn’t another definition. It was a repeatable research-and-decision process.
The workshop framework
Find → Test → Decide
Three stages. One goal: get from “this looks interesting” to a decision you can explain.
02
Test (the easy way)
Interrogate the opportunity: activity, liquidity, token behavior, price history, proposed range behavior, risks, and the assumptions that need to remain true.
Pressure-test the setup.
03
Decide … yep… the easy way
Run what you found through a structured GO / NO GO framework and make a call you can defend — including why you are passing.
Turn information into judgment.
AI as research leverage
AI does the digging. You make the decision.
I’m not teaching you to ask AI what to buy. I’m teaching you what questions to ask, what information matters, and how to use AI to compress the research work underneath your own judgment.
Example research prompts
01“Show me the top ETH/USDC pools on Base by fees earned relative to liquidity over the last 7 days.”
02“Compare this pair across Base and Arbitrum.”
03“Show me this pair’s price history over the last 90 days.”
04“If I had used a ±10% range, how often would I have remained in range?”
The important part isn’t that AI can answer questions. It’s knowing which questions move you toward a better decision.
The judgment layer
Knowing the numbers is not the same as knowing what to do with them.
You can know the APR, TVL, volume, price history and still have no idea whether the position makes sense for you. That’s where the GO / NO GO framework comes in.
01Pool / market quality
02Pair / token risk
03Trading activity
04Historical behavior
05Proposed range
06Invalidation / walk-away conditions
The goal isn’t certainty. The goal is to replace “I think this looks good” with “Here’s what I found, here’s the tradeoff, and here’s why I’m entering or passing.”
Two live evenings
Refresh what matters. Then put the system to work.
Wednesday · October 7
Night 1 — Build the decision system
- Fast, decision-focused refresh of the LP mechanics that actually matter
- Set up your LP-specialized AI research workflow using free tools
- Learn the questions that narrow the field and surface useful data
- Find and compare candidate pools
- Introduce the GO / NO GO framework
Thursday · October 8
Night 2 — Put the system to work
- Take real opportunities through Find → Test → Decide
- Compare range ideas and pressure-test them against historical behavior
- Make and explain a GO / NO GO decision
- Live Uniswap walkthrough from decision to position setup
- Optional open Q&A until about 9:15 PM Eastern
We are not spending two nights re-teaching LP 101. We’ll get everyone aligned on the mechanics that affect decisions, then move into the research, range selection, judgment, and execution layer.
What you leave with
A complete LP decision workflow — not a pile of bonuses.
Every component exists because it removes a point where I see people get stuck.
Live trainingTwo workshop evenings
Build the workflow with me, then use it on real examples.
Research layerYour LP-specialized AI setup
Configure the tools that compress the manual research burden.
QuestionsLP Research Prompt Library
The copy-and-paste questions I use to investigate opportunities.
JudgmentGO / NO GO Framework
Turn information into a structured decision instead of a gut call.
Range selectionLive range testing walkthrough
See how to pressure-test range ideas against historical behavior.
ExecutionLive Uniswap Walkthrough
Watch the research and decision process become an actual position setup.
Catch-up layer3 recorded sessions of training material
Revisit the lessons as you put them into practice.
PreparationWallet Preparation Guide
Get operationally ready if you choose to follow along with your own wallet.
BonusRWA / tokenized-stock LP training
Apply the broader LP thinking to tokenized real-world assets.
QuestionsExtended Thursday Q&A
Stay after the main session and work through your questions live.
Who this is for
If you know the concepts but still hesitate on the decision, you’re in the right room.
✓
You already understand basic LP mechanics
but do not have a repeatable process for evaluating live opportunities.
but do not have a repeatable process for evaluating live opportunities.
✓
You have opened LP positions before
but still second-guess pool selection or the range you choose.
but still second-guess pool selection or the range you choose.
✓
You trained months ago and feel rusty
and want to get current without going back through an entire beginner course.
and want to get current without going back through an entire beginner course.
✓
You rely too much on someone else’s opinion
when you need to decide whether a pool is worth your capital.
when you need to decide whether a pool is worth your capital.
✓
Your research is scattered
across dashboards, charts and tabs, and you want a more efficient workflow.
across dashboards, charts and tabs, and you want a more efficient workflow.
✓
You want AI leverage without outsourcing judgment
to a black-box bot or blindly following a generated answer.
to a black-box bot or blindly following a generated answer.
+
Newer to LP?
You can still follow. The included training material and live review cover the mechanics you need, and a funded wallet is optional.
You can still follow. The included training material and live review cover the mechanics you need, and a funded wallet is optional.
Proof of process
Don’t just show a return. Show the decision.
Example pending
A real pool decision, step by step.
We are preparing a real example showing the research questions, range considered, and the reason for a GO or NO GO call.
↺
Simple risk reversal
Come to the training. Decide afterward.
Attend the two live sessions. If you do not think the training was worth the $197, email [email protected] by October 9, 2026 at 11:59 PM Eastern and request a full refund.
Reserve My Seat →Questions
Before you register
Is this another beginner LP course?
No. We will quickly refresh the LP mechanics that directly affect decisions, but the live workshop is centered on the layer after the basics: finding candidates, researching them, pressure-testing range ideas, making a GO / NO GO call, and putting the process into practice.
What if I am newer to liquidity providing?
You can still attend. Three recorded sessions of training material are included, and I will review the mechanics you need to follow the live process. You do not need a funded wallet to participate.
Do I need to fund a wallet?
No. Following along with your own funded wallet is optional. You can watch the Uniswap walkthrough without putting money into a position.
Does the AI tell me what to buy?
No. The AI is a research layer. It helps retrieve, compare and organize information and pressure-test questions. The judgment stays with you. The workshop is specifically designed around making an explainable decision rather than blindly following an AI output.
What exactly are we setting up?
We will set up an LP-specialized AI research workflow using free tools, then use it with the research prompts and decision framework taught in the workshop.
Will there be recordings?
Your registration includes three recorded sessions of training material. Access details will be shared when those recordings are ready. The live workshop also includes optional Thursday Q&A.
What is the refund policy?
You can request a full refund through October 9, 2026 at 11:59 PM Eastern by emailing [email protected] from your purchase email.
Is liquidity providing risky?
Yes. Liquidity providing can involve market risk, token risk, smart-contract risk, loss relative to holding the underlying assets, range-related tradeoffs, and other risks. This training is educational and does not guarantee profits or remove investment risk.
October 7–8 · Live online
Give your next LP decision a process you can explain.
Find the opportunity. Test the assumptions. Decide with a reason.
Reserve My Seat →Registration closes October 7 at 6:45 PM Eastern.