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Prompt

Token Research Prompt

Structures a full token due-diligence pass: mechanics, liquidity, concentration, bear case and unverifiable claims flagged explicitly.

2 min readupdated 2026-09-02

/ quick answer

Use after collecting explorer data for a token. Works with any research-capable model; paste the on-chain facts you gathered so the model reasons over data instead of memory. Structures a full token due-diligence pass: mechanics, liquidity, concentration, bear case and unverifiable claims flagged explicitly.

Structures a full token due-diligence pass: mechanics, liquidity, concentration, bear case and unverifiable claims flagged explicitly. Use after collecting explorer data for a token. Works with any research-capable model; paste the on-chain facts you gathered so the model reasons over data instead of memory. Copy the prompt below, swap the bracketed variables for your own context, and run it in any capable model. This prompt node is part of the Onexial knowledge graph and links to related concepts, workflows and tools below.
Context
Use after collecting explorer data for a token. Works with any research-capable model; paste the on-chain facts you gathered so the model reasons over data instead of memory.
Prompt
You are a crypto research analyst. Analyse the token below for an investor deciding position size. Be specific and sceptical. Never invent numbers.

TOKEN
Name/ticker: [TOKEN]
Chain + contract: [CHAIN + ADDRESS]
Market cap / FDV: [VALUES]
Liquidity (pools + depth): [DATA]
Top-10 holder share (excluding known contracts): [DATA]
Contract facts (mint authority, upgradeability, fees, lock): [DATA]
Unlock schedule: [DATA]

Produce:
1. What the token actually does and how value accrues to it (or state that it does not).
2. Token mechanics: supply, emissions, unlocks, and their dilution effect.
3. Liquidity assessment: estimated price impact of exiting a $10k, $50k and $250k position.
4. Concentration risk from holder data.
5. Contract risk from the facts given.
6. The strongest bear case in three sentences.
7. Red flags list, ordered by severity.
8. UNVERIFIED: every claim you could not support with the data provided.

End with a maximum position size expressed as a % of a portfolio that a risk-aware investor could justify, plus the single condition that would invalidate the thesis. Do not predict price. Do not give financial advice.
Example Output
Utility: fee-share on protocol revenue, currently $18k/month — negligible vs a $240M FDV. Liquidity: $1.4M across two pools; a $250k exit implies ~9% impact. Concentration: top-10 hold 41% ex-contracts, with 12% unlocking in 40 days. Red flags: upgradeable proxy with a non-timelocked admin key; emissions equal 2.3x current revenue. UNVERIFIED: team identity, audit scope. Max justified size: 0.5% with the unlock date as the invalidation trigger.
Related Workflow
Related Tool Stacks
/ frequently asked

What does the Token Research Prompt prompt do?

Use after collecting explorer data for a token. Works with any research-capable model; paste the on-chain facts you gathered so the model reasons over data instead of memory.

Which AI models work with this prompt?

It is model-agnostic: it works with any capable general model. Replace the bracketed variables with your own context before running it.

What output should I expect?

Utility: fee-share on protocol revenue, currently $18k/month — negligible vs a $240M FDV. Liquidity: $1.4M across two pools; a $250k exit implies ~9% impact. Concentration: top-10 hold 41% ex-contracts, with 12% unlocking in 40 days. Red flags: upgradeable proxy with a non-timelocked admin key; emis.

/ continue exploring

Related concepts

The vocabulary this page depends on.

  • On-chain Data

    On-chain data is the public record of every transaction, balance and contract call — the raw material for wallet tracking and market research.

  • Crypto Automation

    Crypto automation is rule-based execution of monitoring, alerting and recurring on-chain actions, so decisions are made once and applied consistently.

  • Gas Fee

    A gas fee is the network payment for computation and storage in a transaction, priced by demand rather than by trade size.

  • Smart Money

    Smart money is a label for wallets with a documented history of profitable, early positioning — a research filter, not a signal to copy blindly.

all dictionary

Related workflows

Turn this into a repeatable process.

  • AI Token Research Workflow

    Screen a token in under 30 minutes: contract facts, liquidity structure, holder concentration and a written risk verdict.

  • AI Crypto Research Workflow

    A repeatable research loop: turn a question into market data, on-chain evidence and a written risk view before any position is considered.

  • Track A Whale Wallet

    Monitor a single large address correctly: separate real position changes from custody moves before drawing any conclusion.

  • Analyze A Wallet With AI

    Turn a raw transaction history into a readable profile: strategy, holding periods, risk behaviour and realised performance.

all workflows

Related tool stacks

The tools that run it in production.

  • AI Crypto Research Stack

    A read-only research stack combining an AI assistant, web search, market data and on-chain analytics to screen assets quickly.

  • On-chain Research Stack

    Explorer, indexer and analytics layers combined so wallet and token questions get answered with verifiable data.

  • Crypto Automation Stack

    Automation platform, data APIs, alerting and optional wallet execution — the operational layer for monitoring and recurring actions.

all tool stacks

Related prompts

Reusable prompts for this job.

all prompts

Related use cases

How people apply it, and what came out.

  • Research A Token With AI

    A structured AI research pass cut token screening from three hours to 35 minutes and produced documented passes instead of impulse entries.

  • Build An AI Crypto Research Agent

    A read-only research agent produced daily briefings on a 30-token watchlist, cutting a 90-minute manual routine to a 10-minute review.

all use cases

Comparisons & alternatives

Pick between the options.

all comparisons