Evidence-based crypto research

No shills. Just evidence.

Paste any cryptocurrency and see what the data supports, where the story breaks, and what still cannot be proven.

Supports CoinMarketCap, CoinGecko, contract addresses and name searches.

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Independent research. Visible sources. No paid conclusions.

Crypto has no shortage of data. It has a shortage of context.

Price, volume, market cap and social hype are easy to find. The harder question is what those numbers actually support, and where the story stops matching the evidence.

  • PRICE
  • VOLUME
  • FDV
  • SUPPLY
  • REVENUE
  • CONTRACT
  • PROVENANCE

One coin. Four layers of investigation.

  1. 01

    Identify

    First, we make sure we're looking at the right asset.

    Provider IDs, network and contract information are reconciled before research begins. A ticker alone is never treated as unique.

    Next: Collect
  2. 02

    Collect

    Then we collect the evidence that actually applies.

    Market structure, supply, protocol activity, contract security and development evidence are collected where verified coverage exists.

    Next: Challenge
  3. 03

    Challenge

    Then we look for contradictions.

    Missing values stay missing. Conflicting sources remain visible. Provider failures are never converted into “safe”.

    Next: Explain
  4. 04

    Explain

    Finally, we show what the evidence supports.

    Findings are deterministic and limited by the evidence available. NoShills also tells you what it cannot establish yet.

Different coins require different evidence.

NoShills checks only the categories that apply and makes unavailable coverage explicit.

01 Market

Market

price · market capitalization · FDV · volume · historical behavior

02 Supply

Supply

circulating supply · total supply · max supply · valuation gaps

03 Security

Security

privileged controls · mint capability · transfer restrictions · provider-reported indicators

04 Protocol

Protocol

TVL · fees · revenue · DEX volume where mapped

05 Development

Development

verified repositories · recent activity · archived status

06 Evidence quality

Evidence quality

freshness · provenance · conflicts · coverage

What the data does not prove matters just as much.

Crypto research often turns observations into conclusions too quickly. NoShills deliberately keeps those steps separate.

Observation

FDV is much larger than market cap.

Does not automatically mean

A crash is imminent.

Without a verified unlock schedule, future dilution timing may still be unknown.

Observation

The protocol generates revenue.

Does not automatically mean

Token holders capture that value.

Product success and token economics are separate questions.

Observation

A security provider reports no honeypot indicator.

Does not mean

The token is safe.

Provider coverage is limited and economic, governance and liquidity risks may remain.

Observation

Reported trading volume increased sharply.

Does not automatically mean

The market is being manipulated.

A volume anomaly deserves investigation, not an invented explanation.

How a number becomes a finding.

NoShills keeps every step between source data and interpretation visible and versioned.

  1. 01

    Provider observation

    What the source actually reported.

  2. 02

    Normalized fact

    A typed value with source, timestamp and limitations.

  3. 03

    Derived metric

    Transparent arithmetic built from known facts.

  4. 04

    Research hypothesis

    A question supported by historical research, not an assumption.

  5. 05

    Deterministic finding

    What the current evidence supports, including its limitations.

Missing ≠ zero. Unsupported ≠ safe. Similar ≠ predictive.

AI does not decide facts or rules. Public AI interpretation is not part of this product yet.

We study projects before we know how their story ends.

Historical cases are reconstructed using only evidence that was available at the chosen point in time. Later outcomes are stored separately and never used to select structurally similar cases. Public historical analogues remain unavailable until the independent corpus gate is met.

  1. T0

    Historical snapshots

    What could actually be known at that moment.

  2. T≠

    Counterexamples

    Similar starting structures can lead to different outcomes.

  3. T+

    No hindsight leakage

    Future evidence is excluded from historical evaluation.

The goal is not to predict the same outcome. It is to understand which differences matter.

Recently requested by the community

No community requests have been resolved yet.

Principles

Missing stays missing.

Unavailable information is never quietly turned into zero or “safe”.

Conflicts stay visible.

When credible sources disagree, NoShills preserves the disagreement.

Sources stay attached.

Important facts retain their provenance, timestamps and limitations.

Conclusions cannot be purchased.

Commercial relationships cannot change deterministic evidence or findings.

FAQ

Can I paste a CoinMarketCap link?

Yes. NoShills identifies the CoinMarketCap asset from official provider data. The submitted page is never fetched or scraped.

Can I paste a CoinGecko link?

Yes. The CoinGecko ID in the URL is resolved through official CoinGecko data, not by opening the webpage.

Can I search only “PEPE” or “LINK”?

Yes. When several legitimate assets share the identifier, NoShills asks you to select the exact one.

Can I paste a contract?

Yes. EVM addresses may need a network. Solana addresses are validated separately as 32-byte Base58 token mints.

Why don’t I always get a conclusion?

Unavailable, stale, or conflicting evidence is not converted into certainty.

Is this financial advice?

No. NoShills analyzes public evidence and does not provide personalized buy or sell instructions.

Can a project pay for a better result?

No. Payment cannot change evidence or deterministic findings.

Where does the data come from?

Identity uses CoinMarketCap and CoinGecko. Evidence may also use DefiLlama, GoPlus, and GitHub where configured. Coverage depends on the asset, network, and available sources.