In the context of the cryptographic asset (cryptocurrency) market changing dramatically in the period 2025-2026 with the deep integration of artificial intelligence and new generation decentralized finance (DeFi) protocols, the DYOR (Do Your Own Research - Self-Research) concept has gone beyond mere advice to become a mandatory ideology and survival skill for all investors. According to Tan Phat Digital's observation, DYOR is not just an act of searching for information, but a strict appraisal process to protect capital against fierce fluctuations and increasingly sophisticated fraud tricks in the blockchain space. The nature of the cryptocurrency market is decentralized and irreversible, which means that the responsibility for protecting assets lies with the individual user, where a mistake in skipping the verification step can lead to the loss of assets without a refund mechanism.
Conceptual architecture and origin of DYOR skills
The DYOR concept stands for the phrase "Do Your Own Research", with the meaning of recommending investors Investors must proactively conduct independent research before making any financial commitments. This term began to become widely popular after the ICO (Initial Coin Offering) fever of 2016-2018, a time when thousands of fraudulent projects took advantage of the community's ignorance to illegally raise capital. In the investment field, DYOR often comes with an NFA (Not Financial Advice) disclaimer. This combination creates a legal and ethical boundary, where the provider of information shares personal perspectives but is not responsible for decisions based on that information, forcing listeners to verify assumptions for themselves.
DYOR's core purpose is to eliminate dependence on one-way information flows, especially from influencers (KOLs) or project "shilling" groups – entities that often have economic interests attached to them. with enticing the buying crowd so they can dump tokens at high prices. Self-research helps investors build a multi-dimensional filter, thereby identifying the difference between a project with practical value and Ponzi models disguised in complex technological terms.
Strategic terms to master:
DYOR (Do Your Own Research): Conduct your own independent research. This is a tool for defense and decision-making based on data instead of listening to rumors.
NFA (Not Financial Advice): Not financial advice. This is a common legal disclaimer of people sharing knowledge on social networks.
FOMO (Fear of Missing Out): The fear of missing out on opportunities, often leading to risky buying decisions when the price is already too high.
FUD (Fear, Uncertainty, and Doubt): Fear, uncertainty, and doubt. This is a tool often used to manipulate prices through spreading negative rumors.
See more: Token Utility vs Security Token
Psychological mechanisms and pitfalls of market manipulation market
DYOR skill acts as a balancing mechanism against two extreme psychological states that often appear in the market: FOMO and FUD. The FOMO effect makes investors believe that they are facing a unique "life-changing" opportunity and must act immediately without analysis, leading to disbursement of capital into projects that are at the peak of an artificial growth wave. On the contrary, FUD is a tactic used by organizations or whales to spread negative information, forcing coin prices down so they can collect goods in cheap areas.
From an expert perspective from Tan Phat Digital, the lack of research skills is "fertile ground" for sophisticated forms of fraud to develop. During the period 2025-2026, fraud models have evolved significantly:
Pig Butchering and Romance Scams
This is a form of fraud based on building long-term trust through emotional relationships or virtual friendships on applications such as Tinder, WhatsApp or Signal. Fraudsters will pose as successful investors, gradually convincing victims to deposit money into professional-looking fake trading platforms. When the victim wants to withdraw money, these platforms will ask to pay additional "taxes" or "authentication fees" until the victim no longer has financial capacity.
Scam using AI Deepfake technology
In 2025, the explosion of artificial intelligence has allowed scammers to create fake videos or audio clips of famous people like Elon Musk or Vitalik Buterin to promote giveaways (giveaway) fake. These videos are often streamed live on YouTube or transaction value. This form is divided into:
Hard Rug Pull: Developers install malicious code in smart contracts to rob users of money right from the start.
Soft Rug Pull: The development team slowly "dumps" large amounts of tokens they hold onto the market, causing prices to gradually collapse while still maintaining a media presence to attract more victims.
Honeypot is a more sophisticated technical trap, where smart contracts are designed so that investors can only buy but can never sell. The price charts of Honeypot projects often only have a green color of continuous growth, creating an illusion of huge profits to stimulate the greed of the community.
See more: What is Tokenomics? Analyzing the importance of Tokenomics in Blockchain
Fundamental Analysis Reference System
To implement DYOR in depth, Tan Phat Digital recommends that investors build an analysis framework based on main pillars including White Paper, Team, Tokenomics and Development Roadmap.
Decoding the White Paper (Whitepaper)
The white paper is the core document that presents the goals, technology and application of the project. Reading the White Paper requires the ability to analyze the difference between false promises and practical solutions. A valuable project must introduce a specific market problem and explain why their blockchain technology is necessary to solve that problem.
In the current context, investors need to distinguish between types of White Papers:
Academic Whitepaper: Often found in Layer 1 projects such as Bitcoin or Ethereum, focusing on data structure, consensus algorithm and technical security Technical.
Marketing Whitepaper: Usually used for DApp or GameFi applications, contains many images and color diagrams, focusing on user benefits and market domination strategies.
Risk Signs (Red Flags): White Papers have many spelling errors, vague sentences, promise guaranteed profits or copy ideas from other projects without improvement progress.
Evaluate the Development Team (Team) and Advisors (Advisors)
The team is the deciding factor in the project's ability to execute. Investors need to check the real identity (Doxxed) of members through LinkedIn profiles and source code contributions on GitHub. The fact that a team is anonymous usually increases the risk of a Rug Pull, except in particularly iconic cases such as Satoshi Nakamoto. Additionally, the presence of reputable strategic partners or advisors in the industry (like Google, Coinbase or Tier 1 funds) is an important indicator of the project's credibility.
Tokenomics Analysis: Token Economics Model
Tokenomics determines how value is created and distributed within the ecosystem. Investors need to pay special attention to the following parameters:
Supply: Includes Circulating Supply, Total Supply and Maximum Supply. A project with an infinite total supply or too large an amount of unreleased tokens could lead to severe inflationary pressures in the future.
Fully Diluted Capitalization (FDV): This is the capitalization value if the entire amount of tokens were in circulation. Calculation formula:
FDV = P x S_{max}
Where P is the current price and S_{max} is the maximum supply. If FDV is too large compared to the actual capitalization, investors need to be wary of token price drops when token payouts occur.
Vesting and Cliff mechanism: Token payout schedule for early investors and development team. The longer the lock period (Cliff) shows the team's long-term commitment to the project. Linear Vesting models are often more appreciated because they avoid large amounts of tokens being released into the market at once.
Details of important Tokenomics features:
Low inflation rate:Significant to help keep token values stable over time. However, the potential risk is that the project needs a strong enough burn mechanism to maintain this balance.
Lock-up period (Lock-up) > 2 years: Shows that the team is truly committed to long-term project development. The risk is that it may make it difficult for the project to attract short-term investors.
Fair distribution: Avoid price manipulation by "whales" (large investors). However, this sometimes makes it difficult to create abundant liquidity at an early stage.
Clear token utility (Utility): Creates actual buying demand from ecosystem users. The main risk is that the token can easily be replaced if a competitor has a better solution.
In-depth On-chain Investigation Tools and Techniques
One of the advantages of blockchain is transparency, allowing investors to use tracing tools to verify what the project claims in the media. Tan Phat Digital regularly uses these methods to filter quality projects.
Using Blockchain Explorer (Etherscan, BSCScan, Solscan)
This is the "ultimate" tool to check the authenticity of data:
Check Holder: If the top 10-50 wallets hold over 50% of the total supply, the project is likely The possibility of price manipulation is very high.
Check Liquidity Lock: Investors need to confirm whether liquidity has been locked in reputable smart contracts (such as Unicrypt, Team Finance). If liquidity is not locked, project owners can withdraw funds at any time.
Creator Wallet Tracing: Analyze contract origination wallets to see if they have transferred large amounts of tokens to other anonymous wallets in preparation for a mass "dump".
Automated smart contract testing tool
For investors with no programming knowledge, the Automatic scanning tools are a great support:
Token Sniffer: Scan for common vulnerabilities and malicious functions such as "mint" (print more tokens) or "blacklist" (block user wallet).
Honeypot.is: Directly check whether a token can be sold or not.
DEXTools / Dexscreener: Monitor actual cash flow and price charts to detect wash trading behavior.
Analyze cash flow and financial health
Use platforms like DeFi Llama to track the TVL (Total Value Locked) index, which helps gauge the level of community trust in the protocol. Meanwhile, Token Terminal provides indicators such as P/S (Price-to-Sales) and actual revenue from transaction fees, helping to determine whether the project is truly "making money" or just an empty shell.
The role of Venture Capital Funds (VCs) and "Smart Money"
The participation of large investment funds is often considered an important filter, because they There is a team of experts who evaluate the project (Due Diligence) very carefully before investing capital. However, individual investors need to understand that the position of funds is often much better in terms of price and token payment conditions.
Classification of Tier 1 Investment Funds in the period 2025-2026
Tracking the portfolios of top funds helps investors orient where large amounts of money are flowing:
Andreessen Horowitz (a16z): Focuses on Web3 infrastructure, DeFi and scaling solutions.
Paradigm: Specializes in technology breakthroughs and complex economic models in blockchain.
Pantera Capital: One of the oldest funds, often investing in Layer 1 blockchain and platform protocols.
Binance Labs (YZi Labs): The investment arm of Binance, focused on incubating projects with high practical application potential and expanding the user ecosystem.
Investors can Use tools like CryptoRank or DropTab to track funding rounds (Seed, Series A, Series B) and compare them to token payout schedules to predict times when selling pressure may increase.
Market landscape 2025-2026: Trends to study
The cryptocurrency market is constantly evolving, and skills DYOR requires continuous updates on new technology trends from investors and research units such as Tan Phat Digital.
Tokenized real assets (RWA - Real World Assets)
This is the trend of bringing assets such as real estate, government bonds and gold to the blockchain. Researching RWA projects requires investors to understand both the traditional legal aspects and how the project manages off-chain assets.
Blockchain is based on the Move language (Aptos, Sui, Supra)
Move is considered the safest programming language for smart contracts today, helping to prevent common errors such as reentrancy attacks. Blockchains such as Sui and Aptos have achieved real-world transaction speeds of tens of thousands of TPS, opening up an era for large-scale consumer applications.
Stablecoins and Cash Flow Management
In 2025, stablecoins such as USDT, USDC and new algorithmic stablecoins have become the backbone of the international payment system. Tracking the dominance rate (dominance) of stablecoins in the market helps investors recognize when cash flow is in a defensive state (accumulating stablecoins) and when it is ready to pour into risky assets (buying Altcoins).
Step-by-Step DYOR implementation process
To avoid being overwhelmed by the huge amount of information, Tan Phat Digital recommends that you follow a step-by-step process Structured process:
Phase 1: Pre-screening (15-30 minutes): Check basic parameters on CoinMarketCap/CoinGecko such as capitalization, trading volume and listed exchanges.
Phase 2: Platform evaluation (1-2 hours): Read the White Paper, visit the official website, check the team and development roadmap development.
Phase 3: Technical and On-chain analysis (1-2 hours): Check the source code, security audits, wallet distribution and liquidity lock status.
Phase 4: Community and public opinion appraisal (1 hour): Join Telegram channels, Discord, follow X (Twitter) to feel the market sentiment and feedback of the team.
Phase 5: Synthesis and decision making:Weigh the risks and potential profits based on all the collected data.
Checklist of 50 vital questions before deciding to invest
To optimize the DYOR process, investors can use the following checklist provided by Tan Phat Digital Summary:
Analyze Purpose and Core Values
What problem does this project solve that current solutions cannot?
Why does this solution need to use blockchain technology?
Is the project's target market (niche) large enough to develop?
Does the project already have an actual product? (MVP) or just an idea?
What is the project's competitive advantage over leading competitors?
Evaluate the Team and Organization
Are the identities of key members clear and transparent?
What previous experience does the team have working on successful blockchain projects? here?
Has anyone on the team ever been involved in scams or legal scandals?
Is the development team active on GitHub?
Who are the project's partners and angel investors (Venture Capitals)?
White Paper and Technology Review
Is the white paper professionally written or just empty marketing jargon?
Is the project's technology transformative? Really new or just a simple "fork"?
Has the project been audited by leading security units (CertiK, Hacken...)?
Does the audit report indicate any serious errors that have not been fixed?
Is the development roadmap (Roadmap) specific and feasible in terms of time? ?
Tokenomics and Economic Model Testing
What practical use does the token have in the ecosystem?
Is the total supply and maximum supply limited?
What is the annual inflation rate of the token?
Token allocation rate to the team and sales rounds How much early (is it too high)?
What is the lock-up period (Lock-up) and token payout schedule (Vesting)?
Is there a burn or buyback mechanism to reduce supply?
Is the current fully diluted capitalization (FDV) overvalued?
On-chain analysis and Liquidity
Is the project's liquidity locked?
How long does the liquidity lock period last (should be at least 1-2 years)?
What percentage of the total token supply do the top 10 wallet addresses hold?
Is there a large concentration of tokens in individual wallets of unknown origin?
Is the trading volume commensurate with the current capitalization?
Is the liquidity depth sufficient to execute large buy/sell orders without crashing the price?
Community and Marketing Review
Are the number of followers on X, Telegram, Discord real users no?
What is the interaction rate (like, share, comment) compared to the total number of followers?
Does the team regularly organize AMA sessions to answer questions?
Does the community have objective discussions or just shout "to the moon"?
Does the project unusually use celebrities to promote (Shill)?
Assess Legal and Operational Risks
Where is the project legally registered and does it comply with the regulations of that area?
Is the project's operating model at risk of being probed by regulatory agencies (such as the SEC)?
Are there any technical risks that could cause the system to fail? hack or smart contract bug?
Does the project have an insurance mechanism or reserve fund for users?
What macro events could negatively affect this project?
Performance Analysis and Growth Potential
Where is the current price in the market cycle (Accumulation, Pump or Distribution)?
Is the current market capitalization compared to similar projects high or low?
Does the project have a roadmap for listing on major centralized exchanges (CEXs)?
Are daily active user (DAU) metrics growing?
Is the project scalable when the number of users spikes? no?
Personal Strategy Questions
Do you invest in this project because you believe in technology or just because you follow the crowd?
Do you have a specific Take Profit and Stop Loss plan?
What percentage of your total assets does this investment account for? you?
If the project loses 100% of its value, will your life be seriously affected?
How long do you plan to hold this project (HODL)?
Do you have enough patience to monitor this project weekly?
After all the research steps, how many points (on the scale) is your confidence in the project? 10)?
Statistical indicators and market comparison data 2025
Data from the first quarter of 2025 shows a strong differentiation between ecosystems and investment trends. Grasping these indicators helps investors place the project being researched into an overall picture of the market.
Key market indicators Q1 2025:
The dominance rate of Bitcoin (BTC.D) reached 59.1%: This shows that cash flow is strongly concentrated on the safest assets in the market.
Interest in AI & Meme Coins accounts for 62.8%: Identify these as growing areas attracting the largest speculative cash flow.
Stablecoin market capitalization increased sharply (USDC & USDT): This is an indicator of the amount of "cash" liquidity available to buy other digital assets.
The number of new Tokens launched each day reaches 40,000 - 50,000: Warning about market dilution and fraud risks (scam) is extremely high.
Loss ratio due to Rug Pull is estimated at ~6 billion USD:Emphasizes the importance of thoroughly checking liquidity before disbursing money.
Action Plan and Risk Management
Thorough research (DYOR) is only half of success; The other half lies in implementing a disciplined risk management strategy. Tan Phat Digital always emphasizes that risk management is the way for you to survive the longest in this market.
Capital Allocation and Portfolio Management
Investors should never go "all-in" (All-in) on a single project, no matter how good the DYOR results are. Diversifying a portfolio across asset groups (Blue-chips like BTC/ETH, Mid-cap, and potential Gem projects) helps minimize losses if one project encounters unforeseen problems.
Use Transaction Logs and Tracking Tools
Documenting the investment rationale, key data points collected during the DYOR process, and milestones to track helps investors stay sane. Tools like Google Sheets combined with CoinMarketCap or CoinGecko APIs can automatically update prices and help track investment performance in real time.
Exit Strategy
An integral part of DYOR is determining when to exit the project. This includes:
Partial profit taking: When the project hits price milestones.
Decisive loss cutting: When initial assumptions during the research process no longer hold true (e.g., core team leaves, project is hacked, or roadmap is delayed indefinitely).
FAQ about DYOR (FAQ)
Below is a collection of the most common questions that Tan Phat Digital often receives from new investors:
What is DYOR and is it a type of token? DYOR is not a cryptocurrency or token. This stands for "Do Your Own Research", a core principle that reminds you to verify all information yourself before investing instead of blindly trusting others.
Why should I do my own research instead of following the advice of famous KOLs? Because 90% of new investors lose money due to not doing serious research. Many influencers are paid to promote projects they don't really believe in, or they want to entice the buying crowd so they can "dump" tokens at high prices.
Can I use other people's research to invest? You can use them as a starting point or reference, but they should never be taken as truth. You must personally verify the numbers, on-chain data, and authenticity of the team to be responsible for your own financial decisions.
How do you know if a project really solves a real problem or is just an advertisement? Read the White Paper carefully. A true project must explain its core values in a simple, easy-to-understand way even when the technology behind it is complex. If the language is too vague, contains a lot of fancy words, or promises guaranteed profits, it's a big sign of risk.
What information sources are considered most reputable for implementing DYOR? You should combine multiple sources: CoinMarketCap/CoinGecko for market data, the project's official Website and Whitepaper, community discussion channels like Binance Square, and on-chain tools like Etherscan.
How to check if the project team is reputable? Look for their actual LinkedIn profile, check their work history (track record) and presence on technology forums like GitHub. A team that is transparent about its identity (Doxxed) and responsive to community inquiries is a good indicator.
How important is the token payment schedule (Vesting)? Extremely important. The token payout schedule helps you anticipate potential "sales" from the team or early investors. If the amount of tokens unlocked is too large in a short period of time, it will put serious downward pressure on the market.
Is there any tool to help detect fraudulent projects automatically? You can use Token Sniffer to scan for malware, Honeypot.is to check if tokens can be sold, or Bubblemaps to observe the concentration of large wallet holders. However, these tools are only an initial filtering step and cannot completely replace manual analysis.
Does DYOR help ensure I will make a profit? No. DYOR's goal is not to "guarantee results" but to minimize risk, understand the project's fundamentals and help you make more rational decisions rather than based on emotions.
How much time should I spend researching a project? Just spending about 45 minutes doing basic checks (team, smart contracts, liquidity...) can save you thousands thousands of dollars from common scams.
DYOR is not a one-time job, but a habit of critical thinking that needs to be continuously honed throughout the investment journey. In a market where information is distorted by greed and fear, having an independent research process, based on real data and transparent on-chain tools is the only weapon for investors to protect themselves and find sustainable profits.
Tan Phat Digital wants you to remember: "Trust is a choice, but verification is a responsibility". Before being lured by green charts or promises of future technology, always start by asking difficult questions and looking for answers directly from the raw data on the blockchain. Only by mastering DYOR skills can investors truly master their financial destiny in this era of digital assets full of opportunities and risks.
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