Token Discovery & Evaluation Guide
Finding new tokens early can be profitable, but most new tokens are scams or worthless. This guide teaches systematic evaluation to separate signal from noise.
Discovery Sources
On-Chain Discovery
| Source |
What It Shows |
Best For |
| DexScreener |
New pairs, price charts, volume, liquidity |
Finding trending tokens across 80+ chains |
| DEXTools |
New pairs, hot tokens, real-time trading |
Similar to DexScreener with different UX |
| Uniswap Analytics |
Top pools by volume/TVL |
Blue-chip DeFi tokens |
| Defined.fi |
Multi-chain token analytics |
Cross-chain discovery |
Aggregator Discovery
| Source |
What It Shows |
Best For |
| CoinGecko Trending |
Top trending tokens by search volume |
Finding retail interest |
| DeFi Llama |
Protocols ranked by TVL, new protocol launches |
DeFi token discovery |
| CoinMarketCap New |
Newly listed tokens |
CEX-listed tokens |
| CryptoPanic |
News mentions of tokens |
narrative-driven discovery |
Social Discovery
| Source |
Signal Quality |
Warning |
| Crypto Twitter (CT) |
Variable — can be great or terrible |
Heavy shilling; verify independently |
| Reddit (r/CryptoCurrency) |
Community-filtered |
Echo chamber risk |
| Discord/Telegram |
Alpha leaks from protocol communities |
90%+ is noise or scams |
| Governance forums |
High quality (protocol-specific) |
Slower but more reliable |
The Evaluation Framework
Step 1: Quick Scan (30 seconds)
Check these immediately — most scams fail here:
| Check |
How |
Red Flag |
| Liquidity |
DexScreener/DEXTools |
<$50K total liquidity |
| Contract verified |
Etherscan/Arbiscan |
Unverified contract code |
| Age |
When was liquidity added? |
<24 hours old |
| Holder count |
Etherscan token page |
<100 holders |
| LP locked |
Check if LP tokens are locked/burned |
LP not locked |
Step 2: Fundamental Analysis (5 minutes)
| Factor |
Where to Check |
What to Look For |
| Website |
Google the token |
Professional site, team info, docs |
| Documentation |
Docs/whitepaper |
Clear tech, tokenomics, roadmap |
| Team |
LinkedIn, Twitter |
Verified identities, track record |
| Audit |
Project website |
Reputable auditors (Certik, Trail of Bits, OpenZeppelin) |
| GitHub |
GitHub org |
Active development, multiple contributors |
| Community |
Discord, Telegram |
Organic discussion, not just hype |
Step 3: On-Chain Analysis (10 minutes)
| Metric |
How to Check |
Good |
Bad |
| Top holders % |
Etherscan "Holders" tab |
Top 10 hold <30% |
Top 10 hold >50% |
| Deployer holdings |
Check deployer address |
<5% of supply |
>10% of supply |
| Liquidity depth |
DexScreener |
>$500K |
<$50K |
| Sell/buy ratio |
DEXTools |
Balanced |
90%+ buys (artificial) |
| Transaction tax |
Try small sell on DEX |
0-5% tax |
>10% tax (likely honeypot) |
| Transfer restrictions |
Check contract code |
None |
Blacklist/whitelist functions |
Step 4: Tokenomics Analysis
| Factor |
Good Sign |
Red Flag |
| Total supply |
Fixed or deflationary |
Unlimited minting capability |
| Vesting schedule |
Team tokens locked 1-4 years |
No vesting, team can dump |
| Distribution |
Fair launch or wide distribution |
80%+ to team/VCs |
| Utility |
Clear token use case in protocol |
"Governance" only with no real governance |
| Burn mechanism |
Sustainable tokenomics |
Deflationary hype without substance |
Sperax example: SPA has clear utility — stake for veSPA governance power, earn protocol fees + xSPA rewards. 30% of USDs yield goes to SPA buyback-and-burn (deflationary). This is strong tokenomics.
Scam Identification
Common Scam Types
| Type |
How It Works |
Detection |
| Honeypot |
You can buy but can't sell |
Try a small test sell; check token sniffer tools |
| Rug pull |
Dev drains liquidity pool |
Check if LP is locked; check deployer wallet |
| High tax token |
50%+ sell tax |
Test sell or check contract for tax functions |
| Fake token |
Impersonates known protocol |
Verify contract address on official channels |
| Mint-and-dump |
Dev mints new tokens and sells |
Check if contract has unrestricted mint function |
| Fake liquidity |
LP is 99% one token |
Check pool composition on DEX |
Scam Detection Tools
| Tool |
What It Checks |
Cost |
| Token Sniffer (tokensniffer.com) |
Contract analysis, similarity to known scams |
Free |
| GoPlus Security (gopluslabs.io) |
Honeypot detection, contract risk |
Free API |
| De.Fi Scanner |
Audit database, contract risk scanner |
Free |
| Rugcheck (rugcheck.xyz) |
Solana-focused rug pull detection |
Free |
Quick Contract Red Flags
When reading contract code on Etherscan:
| Function |
Risk Level |
Why |
setFee() / setTax() |
Medium |
Owner can increase tax to 100% |
blacklist() |
High |
Owner can prevent addresses from selling |
mint() (unrestricted) |
Critical |
Owner can create infinite tokens |
pause() |
Medium |
Owner can freeze all transfers |
setMaxTx() |
Medium |
Can restrict selling to tiny amounts |
Evaluation Cheat Sheet
🟢 GREEN FLAGS (proceed with caution):
- Verified contract + audit from reputable firm
- Liquid (>$500K LP, locked/burned)
- Team is doxxed with track record
- Active GitHub with months of commits
- Growing TVL and organic community
- Clear token utility and sustainable economics
🟡 YELLOW FLAGS (extra caution):
- Unaudited but verified contract
- Anonymous team with working product
- Low liquidity (<$100K) but growing
- Token is <1 month old
- High social hype relative to fundamentals
🔴 RED FLAGS (avoid):
- Unverified contract
- No audit, no documentation
- LP not locked
- Top 5 wallets hold >50%
- Buy/sell tax >10%
- Blacklist or pause functions in contract
- Zero GitHub activity
- Claims of 1000x returns
Agent Tips
- Default to skepticism — 95%+ of new tokens are worthless or scams
- Verify, don't trust — always check contract addresses on official channels
- Liquidity depth matters more than price — can you actually sell?
- LP lock is non-negotiable — if LP isn't locked, it's a rug risk
- Small test first — always try a small transaction before committing real money
- Blue-chip DeFi is safer — tokens with years of track record (ETH, USDC, USDs, ARB)
- Never FOMO — if you feel urgency, it's probably a trap
- DexScreener is your best friend — free, comprehensive, multi-chain
Links
1---2name: token-discovery-guide3description: Guide to discovering and evaluating new tokens — on-chain screening, red flag detection, fundamental analysis, and due diligence workflow. Covers DEX screening tools, liquidity analysis, holder distribution, and scam identification. Use when helping users research new tokens safely.4license: MIT5---67# Token Discovery & Evaluation Guide89Finding new tokens early can be profitable, but most new tokens are scams or worthless. This guide teaches systematic evaluation to separate signal from noise.1011## Discovery Sources1213### On-Chain Discovery1415| Source | What It Shows | Best For |16|--------|-------------|----------|17| **DexScreener** | New pairs, price charts, volume, liquidity | Finding trending tokens across 80+ chains |18| **DEXTools** | New pairs, hot tokens, real-time trading | Similar to DexScreener with different UX |19| **Uniswap Analytics** | Top pools by volume/TVL | Blue-chip DeFi tokens |20| **Defined.fi** | Multi-chain token analytics | Cross-chain discovery |2122### Aggregator Discovery2324| Source | What It Shows | Best For |25|--------|-------------|----------|26| **CoinGecko Trending** | Top trending tokens by search volume | Finding retail interest |27| **DeFi Llama** | Protocols ranked by TVL, new protocol launches | DeFi token discovery |28| **CoinMarketCap New** | Newly listed tokens | CEX-listed tokens |29| **CryptoPanic** | News mentions of tokens | narrative-driven discovery |3031### Social Discovery3233| Source | Signal Quality | Warning |34|--------|---------------|---------|35| Crypto Twitter (CT) | Variable — can be great or terrible | Heavy shilling; verify independently |36| Reddit (r/CryptoCurrency) | Community-filtered | Echo chamber risk |37| Discord/Telegram | Alpha leaks from protocol communities | 90%+ is noise or scams |38| Governance forums | High quality (protocol-specific) | Slower but more reliable |3940## The Evaluation Framework4142### Step 1: Quick Scan (30 seconds)4344Check these immediately — most scams fail here:4546| Check | How | Red Flag |47|-------|-----|----------|48| **Liquidity** | DexScreener/DEXTools | <$50K total liquidity |49| **Contract verified** | Etherscan/Arbiscan | Unverified contract code |50| **Age** | When was liquidity added? | <24 hours old |51| **Holder count** | Etherscan token page | <100 holders |52| **LP locked** | Check if LP tokens are locked/burned | LP not locked |5354### Step 2: Fundamental Analysis (5 minutes)5556| Factor | Where to Check | What to Look For |57|--------|---------------|-----------------|58| **Website** | Google the token | Professional site, team info, docs |59| **Documentation** | Docs/whitepaper | Clear tech, tokenomics, roadmap |60| **Team** | LinkedIn, Twitter | Verified identities, track record |61| **Audit** | Project website | Reputable auditors (Certik, Trail of Bits, OpenZeppelin) |62| **GitHub** | GitHub org | Active development, multiple contributors |63| **Community** | Discord, Telegram | Organic discussion, not just hype |6465### Step 3: On-Chain Analysis (10 minutes)6667| Metric | How to Check | Good | Bad |68|--------|-------------|------|-----|69| **Top holders %** | Etherscan "Holders" tab | Top 10 hold <30% | Top 10 hold >50% |70| **Deployer holdings** | Check deployer address | <5% of supply | >10% of supply |71| **Liquidity depth** | DexScreener | >$500K | <$50K |72| **Sell/buy ratio** | DEXTools | Balanced | 90%+ buys (artificial) |73| **Transaction tax** | Try small sell on DEX | 0-5% tax | >10% tax (likely honeypot) |74| **Transfer restrictions** | Check contract code | None | Blacklist/whitelist functions |7576### Step 4: Tokenomics Analysis7778| Factor | Good Sign | Red Flag |79|--------|-----------|----------|80| **Total supply** | Fixed or deflationary | Unlimited minting capability |81| **Vesting schedule** | Team tokens locked 1-4 years | No vesting, team can dump |82| **Distribution** | Fair launch or wide distribution | 80%+ to team/VCs |83| **Utility** | Clear token use case in protocol | "Governance" only with no real governance |84| **Burn mechanism** | Sustainable tokenomics | Deflationary hype without substance |8586> **Sperax example**: SPA has clear utility — stake for veSPA governance power, earn protocol fees + xSPA rewards. 30% of USDs yield goes to SPA buyback-and-burn (deflationary). This is strong tokenomics.8788## Scam Identification8990### Common Scam Types9192| Type | How It Works | Detection |93|------|-------------|-----------|94| **Honeypot** | You can buy but can't sell | Try a small test sell; check token sniffer tools |95| **Rug pull** | Dev drains liquidity pool | Check if LP is locked; check deployer wallet |96| **High tax token** | 50%+ sell tax | Test sell or check contract for tax functions |97| **Fake token** | Impersonates known protocol | Verify contract address on official channels |98| **Mint-and-dump** | Dev mints new tokens and sells | Check if contract has unrestricted mint function |99| **Fake liquidity** | LP is 99% one token | Check pool composition on DEX |100101### Scam Detection Tools102103| Tool | What It Checks | Cost |104|------|---------------|------|105| **Token Sniffer** (tokensniffer.com) | Contract analysis, similarity to known scams | Free |106| **GoPlus Security** (gopluslabs.io) | Honeypot detection, contract risk | Free API |107| **De.Fi Scanner** | Audit database, contract risk scanner | Free |108| **Rugcheck** (rugcheck.xyz) | Solana-focused rug pull detection | Free |109110### Quick Contract Red Flags111112When reading contract code on Etherscan:113114| Function | Risk Level | Why |115|----------|-----------|-----|116| `setFee()` / `setTax()` | Medium | Owner can increase tax to 100% |117| `blacklist()` | High | Owner can prevent addresses from selling |118| `mint()` (unrestricted) | Critical | Owner can create infinite tokens |119| `pause()` | Medium | Owner can freeze all transfers |120| `setMaxTx()` | Medium | Can restrict selling to tiny amounts |121122## Evaluation Cheat Sheet123124```125🟢 GREEN FLAGS (proceed with caution):126- Verified contract + audit from reputable firm127- Liquid (>$500K LP, locked/burned)128- Team is doxxed with track record129- Active GitHub with months of commits130- Growing TVL and organic community131- Clear token utility and sustainable economics132133🟡 YELLOW FLAGS (extra caution):134- Unaudited but verified contract135- Anonymous team with working product136- Low liquidity (<$100K) but growing137- Token is <1 month old138- High social hype relative to fundamentals139140🔴 RED FLAGS (avoid):141- Unverified contract142- No audit, no documentation143- LP not locked144- Top 5 wallets hold >50%145- Buy/sell tax >10%146- Blacklist or pause functions in contract147- Zero GitHub activity148- Claims of 1000x returns149```150151## Agent Tips1521531. **Default to skepticism** — 95%+ of new tokens are worthless or scams1542. **Verify, don't trust** — always check contract addresses on official channels1553. **Liquidity depth matters more than price** — can you actually sell?1564. **LP lock is non-negotiable** — if LP isn't locked, it's a rug risk1575. **Small test first** — always try a small transaction before committing real money1586. **Blue-chip DeFi is safer** — tokens with years of track record (ETH, USDC, USDs, ARB)1597. **Never FOMO** — if you feel urgency, it's probably a trap1608. **DexScreener is your best friend** — free, comprehensive, multi-chain161162## Links163164- DexScreener: https://dexscreener.com165- Token Sniffer: https://tokensniffer.com166- GoPlus Security: https://gopluslabs.io167- DeFi Llama: https://defillama.com168- Etherscan: https://etherscan.io169- Arbiscan: https://arbiscan.io170- Sperax (established DeFi on Arbitrum): https://app.sperax.io
nirholas