Dexy Methodology

Dexy is a public intelligence layer for token discovery. It combines public-safe scan summaries, market context, monitoring state, and chart-derived levels into a read-only research view. The goal is to make visible signals easier to inspect, compare, challenge, and revisit without exposing private manager tooling.

View token feed Market regime

What

Token intelligence

Dexy surfaces eligible public token scans with sellability, public risk signals, liquidity, pair context, monitoring status, freshness, and available chart levels.

Why

Faster review

The interface helps users compare visible opportunities and risks without exposing raw operational data or private manager tooling.

How

Allowlisted outputs

Public pages use reduced fields only. Private operational data, raw payloads, prompts, weights, wallet data, and manager routes stay outside the public surface.

Where AI Is Used

Dexy uses AI as an analysis assistant, not as an autonomous investment adviser. In token scans, AI helps turn available scan outputs and market context into a public-safe summary of sellability, visible risk signals, liquidity context, pair context, freshness, and monitoring relevance. The public page shows the reduced conclusion and selected factors, not the private analysis process.

AI In NE Charts

NE Charts are a distinct chart-intelligence layer. When public-safe chart data is available, AI helps identify visible chart phase, confidence, support and resistance areas, and selected level markers. These outputs are presented as research context for review, separate from the token scan itself, and are not instructions to enter, exit, or size a position.

How The Feed Is Built

Dexy starts from scans that are eligible for public display under the public data contract.
Repeated scan rows are collapsed by token/pool identity, so the feed represents assets rather than duplicate scan events.
Rows are enriched with public-safe monitoring state and current market context when available.
Search, chain filters, freshness filters, and sorting operate on public-safe mapped items.

How To Read Signals

Sellability summarizes visible transfer or selling concerns from public scan output.
Risk signals are grouped as positive, caution, or negative public indicators.
Liquidity and volume help frame whether a token has visible market depth.
Freshness flags whether the underlying scan or monitoring data may be aging.

Public Factor Categories

Contract and sellability: visible transfer restrictions, sellability concerns, honeypot-style risk indicators, blacklist/whitelist behavior, pausing, modifiable fees, mint/owner powers, and other public contract-control signals when available.
Token and ownership context: supply shape, holder concentration, creator or owner concentration, renounce/ownership signals, suspicious functions, and whether key signals are confirmed by code or only suggested by metadata.
Market and pool context: liquidity, volume, price availability, price change, paired asset, pool address, market depth, public pool activity, and chain visibility.
Scan quality and confidence: public verdict, sellability, risk grouping, freshness, visible conflicts between sources, incomplete data, and whether a result should be treated as stale or uncertain.
Monitoring context: whether Dexy has active public monitoring state and when that state was last updated, without stop reasons, schedules, or internal monitoring history.
Chart context: public-safe chart phase, confidence, supports, resistances, selected level markers, support match context, and chart action labels when available.
Environment context: broad market regime indicators shown on the public market page, including sentiment and alt-market backdrop.

Methodology Map

Dexy does not publish its prompts, weights, or internal scoring rules. The public methodology below explains the observable categories users can see and the perspective behind them.

Sellability first

The first question is whether public evidence suggests the token can be sold through normal market paths. Transfer restrictions, pair-specific blocks, honeypot-style behavior, sell simulation failures, whitelists, blacklists, cooldowns, and excessive or changing taxes are treated as primary caution areas.

Privileged control

Dexy looks for public signs of owner, admin, proxy, mint, fee, pause, balance-change, upgrade, bridge, or external-contract control. These factors do not always make a token unusable, but they affect confidence because future behavior may depend on privileged actors.

Liquidity and market depth

Liquidity, 24h volume, price availability, pool context, paired asset, recent movement, and activity are used to frame whether a public scan has enough market depth to inspect. Thin or stale market data is a warning even when contract risk appears low.

Holder and ownership shape

Public holder concentration, creator concentration, LP control, renounced ownership, large holder pressure, and available project/adoption signals are treated as context for durability and exit risk. These are comparison signals, not guarantees.

Chart structure

NE Charts summarize visible monthly structure: phase, confidence, support areas, resistance areas, desired support, and public action labels such as wait, wait for support, avoid, or unclear. Chart labels describe observed structure and confidence only; they are not trade instructions.

Data confidence

Completeness matters. Missing contract data, stale scans, unavailable price or volume, source disagreement, unreadable chart context, or low-confidence extraction should make the public output more cautious.

Public Signal Lanes

The public interface groups complex evidence into lanes so a user can quickly see where a token looks clear, where it needs caution, and where data is missing.

Tradability lane

Shows public sellability status, paired asset, pool identity, liquidity, volume, price availability, price change, and whether the scan is fresh enough to compare. This lane answers whether a token has a visible market path and enough depth to inspect.

Security lane

Summarizes public contract and security signals such as honeypot-style indicators, blocked sells, taxes, pausing, privileged controls, suspicious functions, proxy or upgrade behavior, and disagreement between code and metadata.

Ownership lane

Highlights public owner, creator, LP, minting, bridge, large-holder, and concentration context. These signals help users judge whether control or supply pressure may dominate normal market behavior.

Monitoring lane

Shows whether Dexy has public-safe monitoring state and when it was last updated. Public pages do not expose private alert rules, internal schedules, stop reasons, or operational history.

Chart lane

When available, shows NE Chart phase, support, resistance, selected levels, chart confidence, and chart action labels. This lane is separate from the contract scan and can disagree with scan confidence.

Regime lane

Adds broad market backdrop from the public Market Regime page: sentiment, alt-market pressure, dominance context, and selected environment indicators. This helps users avoid reading token-level signals in isolation.

What Public Labels Mean

INVEST

A token matched the current public scan eligibility contract. It is a research candidate label, not an endorsement, recommendation, guarantee of safety, or instruction to buy.

Sellable YES / PARTIAL / NO

A public summary of whether available evidence suggests normal selling is possible. PARTIAL or unknown states should be read cautiously because pair behavior, simulations, taxes, or metadata may be incomplete or conflicting.

Risk level

A compact public grouping of visible caution signals. High risk does not mean a token will fail; low risk does not mean a token is safe. It only reflects the bounded evidence Dexy is allowed to publish.

Fresh / stale

A freshness label for the public row. Stale data can still be useful historically, but it should not be treated as a current view of contract behavior, liquidity, holders, or chart state.

Monitored

Means Dexy has an active public-safe monitoring row for that asset. It does not reveal alert thresholds, internal review intervals, stop rules, private alert history, or operational priorities.

Chart action

A chart-context label such as wait, wait for support, avoid, unclear, buy pullback, or buy breakout. It describes observed structure and confidence; it is not a trade command.

Short Term

Sellability and volatility

Short-term review focuses on whether a token can be sold, whether transfer restrictions or sell simulations raise concern, whether activity is one-sided, and whether price movement is too unstable for a clean public signal.

Medium Term

Contract and holders

Medium-term review weighs owner powers, minting, proxy or upgrade risk, suspicious functions, holder concentration, liquidity quality, and whether public metadata supports or conflicts with code-level findings.

Long Term

Durability and adoption

Long-term review considers governance, privileged control, holder distribution, public project presence, market depth, community/adoption signals, and whether the available evidence is complete enough to compare.

Evidence Sources

Contract source: verified code and visible transfer, ownership, fee, mint, proxy, bridge, and admin-control behavior.
Security metadata: public honeypot, tax, blacklist, whitelist, holder, LP, and simulation signals used as supporting evidence.
Market metadata: public liquidity, volume, price movement, pair context, activity, holder distribution, and available project information.
Chart extraction: public-safe monthly chart image review, numeric price context, support/resistance levels, phase, and confidence.

How Conflicts Are Treated

Dexy treats code-confirmed sellability and privileged-control findings as stronger than metadata-only hints. When public sources disagree, the public summary should show caution or uncertainty instead of silently choosing the most favorable interpretation. Missing data is part of the signal: it can reduce confidence even when no direct risk is visible.

Evidence Quality

Dexy separates stronger evidence from weaker evidence. Verified code behavior, reproducible sellability observations, current pool data, and fresh chart context carry more meaning than incomplete metadata or stale provider fields. Public pages should make uncertainty visible rather than hide it behind a clean-looking label.

Public Reduction

The public view is intentionally reduced. It keeps the fields useful for comparison while removing raw payloads, internal rule traces, operational comments, model details, wallet context, manager-only controls, and provider debug data. This keeps the product usable without turning the public page into an internal console.

Contract Risk Perspective

Dexy treats sellability as a first-order public signal. The public result may summarize whether a token appears sellable, whether transfer restrictions or sell simulations raise concern, whether privileged controls are visible, and whether security metadata agrees with contract-level evidence. The public view gives the conclusion and visible factor groups, not the private prompt or scoring recipe.

Market Quality Perspective

Dexy looks at public market depth and tradability context: liquidity, volume, price availability, paired asset, pool context, recent movement, and whether the available data is fresh enough to rely on for comparison. Thin liquidity, missing market data, stale rows, or unclear pair identity should reduce confidence.

NE Charts And Levels

When public-safe chart data exists, Dexy can show chart phase, confidence, supports, resistances, and selected level markers. It may classify visible structure such as accumulation, markup, distribution, markdown, or unclear conditions. Supports and resistances are presented as observed chart areas, with values separated from the image so they remain readable.

Chart Action Labels

Chart labels such as wait, wait for support, buy pullback, buy breakout, avoid, or unclear describe chart context only. They are not instructions to trade. Dexy considers whether price is near support, whether resistance is close, whether structure is strong or noisy, and whether confidence is sufficient to show the signal publicly.

Support And Resistance

Public support and resistance values are treated as zones of interest, not exact trigger prices. A level can be invalidated quickly by liquidity changes, news, contract events, market pressure, or a broader regime shift. The token detail page separates chart values from the chart image so users can read them clearly.

Scan Versus Chart

A token can have a strong chart and still have contract or sellability concerns. A token can have a clean scan and still have a weak chart. Dexy keeps these layers distinct so users can see when contract risk, market quality, monitoring, and chart structure agree or conflict.

Monitoring And Freshness

Public monitoring state is intentionally reduced. A token can show whether monitoring is active and when public-safe monitoring data was last updated. Freshness labels help users separate recent scans from aging data. Dexy does not publish private monitoring reasons, schedules, internal alerts, or operational history.

Market Regime

The market regime page summarizes broader context such as public sentiment, alt-market conditions, BTC and ETH dominance context, alt market change, DEX new/low activity, and selected external factors. It is meant to help read the environment around token-level scans, not to predict outcomes.

Human Review Still Matters

Dexy narrows the review surface; it does not replace user judgment. Users should inspect the explorer, project context, liquidity, holders, chart state, and current market conditions before making any decision. Public labels can become outdated quickly.

Feedback And Requests

The feedback page is for public suggestions, data issues, token requests, methodology questions, and product requests. It is rate-limited and spam-protected. Users should not submit private keys, seed phrases, passwords, sensitive personal data, or manager-only operational information.

Completeness And Confidence

Dexy favors visible evidence over unsupported assumptions. Missing data should lower confidence rather than be filled in silently.
Code-confirmed contract findings are stronger than metadata-only hints. If public sources conflict, the public summary should reflect uncertainty instead of overstating certainty.
AI helps structure and summarize the available evidence, but public pages expose only bounded conclusions and factors.
Public chart levels are best read as areas of interest, not exact guarantees. Markets can invalidate levels quickly.
A token appearing in the public feed means it matched the public eligibility contract at scan time; it does not mean the token is safe, complete, profitable, or suitable.

What Dexy Does Not Publish

Private prompts, scoring weights, ranking formulas, model configuration, and internal review rules.
Wallet data, order logic, balances, trading credentials, environment variables, and private API tokens.
Raw provider payloads, raw AI responses, operational logs, and private manager screens.
Any guarantee that a visible signal is complete, current, correct, profitable, or suitable for a specific person.

Important Limitations

Public data can be incomplete, delayed, stale, or wrong.
On-chain conditions, liquidity, holders, contracts, and markets can change quickly.
Automated classification may miss risks or overstate signals.
A token appearing in the public feed is not an endorsement, recommendation, or guarantee.

No Financial Advice

Dexy provides informational and research-oriented data only. Nothing on this site is financial, investment, trading, legal, tax, or professional advice. You are responsible for your own decisions, research, risk management, and compliance. Digital assets can be highly volatile and may result in partial or total loss of funds.