Fast-Check: How to recognize a conflict of interest in crypto analysis? – A guide for critical readers

Audio & VideoFast-Check: How to recognize a conflict of interest in crypto analysis? – A guide for critical readers

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Summary

The aim of this Fast-Check: Teach readers on pibazar.eu practical techniques for identifying hidden conflicts of interest in cryptographic analyses and financial reports.

Why is this important: In the previous two parts of the series, we saw two cases:

  • In this Part 3 we will show you specific methodology how to detect these scenarios in advancebefore you become a victim of misleading analysis.
Article content

Estimated reading time: 7 minut

Audio and video overview [Czech]

Audio and video overview [English]


Methodology: 5 Key Signals of Conflict of Interest

Signal 1: "Who wrote this and what is the background?"

What to observe:

  • Does the author have his own project/company in the crypto space?
  • Does the author make money from the growth of a particular cryptocurrency?
  • Does the author have a public conflict with a competitor?

Examples from our series:

AuthorPositionConflict of interestStatus
Martin StranskyCEO Bit.plus (trades in cryptocurrencies)Optimistic Bitcoin Forecasts Increase Volume✗ Hidden – no disclosure
Ben ZhouCEO Bybit (exchange)Criticism of Pi Network excludes competition✓ Obvious – publicly communicates the position
Anonymous X account"Pi tech team" (pretending to be a team)Lies about Bybit listing protect the project✗ Manipulative – posing as false authority

How to apply it:

  1. Find basic information about the author (LinkedIn, website, X/Twitter)
  2. Ask: “Does this person have a financial interest in what they are claiming?”
  3. Check: “Is this interest disclosed in the article?”

Practical example – Check:

You are reading the article: "Bitcoin will rise to $200,000"
Author: Unknown "Analyst"

Your steps:
✓ Step 1: Search for the author on LinkedIn
✓ Step 2: Find out if they trade cryptocurrencies
✓ Step 3: Find the disclaimer in the article
✗ Result: No disclaimer → WARNING


Signal 2: “Are the claims supported by sources?”

What to observe:

  • Does the article have specific sources or just claims?
  • Are the sources tangible and verifiable?
  • Does the author mention data without explaining its origin?

Examples from the series:

ClaimSourceVerificationStatus
"Bitcoin will be 106-115K"Not mentionedA fabricated forecast✗ Unverifiable
"Pi Network is a Ponzi"Chinese Police Warning 2023Real, but without context⚠️ Partially verifiable
"Bybit was hacked for 1,5 billion."CoinDesk, multiple sourcesPublicly confirmed✓ Fully verifiable

How to apply it:

  1. When you see a specific claim, ask, “How do we know that?”
  2. Try to find the original source (if cited)
  3. Verify the information with at least 2-3 independent sources

Practical example – Check:

You are reading: "Pi Network has 50 million active users"

Your test:
✓ Is the source cited? (in the article? in the discussion?)
✓ Go to PiScan.io or Pi App and check the current numbers
✗ You will find out: The data is 2 years old
→ WARNING: Outdated or misleading number


Signal 3: “Does it correlate with market reality?”

What to observe:

  • Do the claims match what is actually happening in the market?
  • If the forecast says X, but the market does Y – what happened?
  • Does the author have a history of failure?

Examples from the series:

ClaimPrognosisRealityAccuracy
Stránský about Bitcoin106-115K USD$101,8K (2 days later)✗ 0%
Zhou about Pi Network"Ponzi scheme"Pi lives 5+ years without crashing⚠️ Theoretical concern

How to apply it:

  1. Write down the forecast including the date.
  2. Come back in 1-3 months and check what happened
  3. Create an analyst “scorecard” – who is right?

Practical example – Check:

Calendar:
11/17/2025 – Author: “Eth will rise to $4000 by the end of the year”
12/31/2025 – You: You check – eth is at $2800
→ The author had 0% accuracy
→ You won't trust the next predictions from this author


Signal 4: “Is the author transparent and ready to debate?”

What to observe:

  • Does the author respond to criticism or ignore it?
  • Does the author admit that he was wrong?
  • Does the author block his critics or is the discussion open?

Examples from the series:

PersonAccessTransparency
Martin StranskyThey don't try to respond to criticism.✗ Low – ignores
Ben ZhouHe debates publicly, but is emotional.⚠️ Medium – communicates but is not neutral
PiNetworkHe makes statements, but is unnecessarily silent.✗ Low – reactive instead of proactive

How to apply it:

  1. If you have a question → try writing it to the author (X, LinkedIn, email)
  2. Observe: Is he responding? Arguing? Or blocking?
  3. You conclude: "Is the author open-minded or is he just promoting?"

Practical example – Check:

You write a critique:
“Your Bitcoin prediction from 7.11 is incorrect because…”

Answers:
✓ Good source: The author answers you, explains, or admits an error
✗ Bad source: The author blocks you, ignores you, or attacks you ad hominem


Signal 5: “Who benefits financially from your decision?”

What to observe:

  • If you do what the author recommends – who benefits?
  • Does the author have a direct financial stake?
  • Can the author of a "pump and dump" scheme?

Examples from the series:

ScenarioRecommendationWho benefits?Risk
Stransky: "Bitcoin 106-115K"Buy BitcoinBit.plus (volume)✗ High – can manipulate
Zhou: "Pi is a scam"Don't buy PiBybit (competitor)✗ High – competitive price
Anonymous Pi account: "Bybit rejected"Support PiPi Foundation✗ High – lie for support

How to apply it:

  1. Before every investment, ask yourself: "Who benefits from this?"
  2. If the person who tells you the claim benefits → RED FLAG
  3. Look for analysis from people who they have no financial interest

Practical example – Check:

You are reading: “XYZ coin is the best investment for 2025”

Your analysis:
✗ Author: Founder of XYZ coin (profits from price growth)
✗ Platform: XYZ official channel (profits from propaganda)
✗ Timing: The article is published before the “pump” event

→ WARNING: 100% manipulation


Practical Guide: Article Review Checklist

When you read any crypto article, go through this checklist:

Checklist

□ AUTHOR & MOTIVATION
□ Do I know the author?
□ Does the author have a financial interest in the topic?
□ Is this interest mentioned in the article? (disclosure)
□ Is this the author's opinion or a promotion?

□ SOURCES & FACTS
□ Are the claims supported by sources?
□ Are the sources linked or at least named?
□ Can I verify the sources?
□ Is the data up to date?

□ CONTEXTUALIZATION
□ Are opposing views mentioned?
□ Are risks mentioned?
□ Is the article balanced or one-sided?
□ Am I missing any important information?

□ REALITY
□ Does this match what I see on the market?
□ Was the author right in the past?
□ How was he wrong?

□ COMMUNICATION
□ Does the author respond to criticism?
□ Is he ready to admit a mistake?
□ Or is he acting defensive?

How to use it:

✅ 8-10 checked: The article is reliable

⚠️ 5-7 checked: Caution, you need more resources

❌ 0-4 checked: WARNING, don't trust blindly


Practical example: Application to two cells in a series

Example 1: Stránský on Bitcoin

Checklist:

✗ AUTHOR: CEO Bit.plus – has a BIG financial interest
✗ MOTIVATION: No conflict of interest disclosure
✗ SOURCES: No specific references to data
✗ REALITY: Forecast failed in 2 days (Bitcoin 3,97% below the limit)
✗ COMMUNICATION: The author did not attempt to defend or correct

Score: 0/10 checklists checked
→ CONCLUSION: LOW CREDIBILITY

Example 2: Ben Zhou on Pi Network

Checklist:

✓ AUTHOR: CEO Bybit – interested, but IS transparent
⚠️ MOTIVATION: Zhou communicates his position publicly
✓ SOURCES: Citing Chinese police warning
⚠️ REALITY: Theoretical concerns (Ponzi) have not yet been proven
✓ COMMUNICATION: Zhou is verbal and discusses publicly

Score: 4/10 checklists checked (sometimes +0,5 for transparency)
→ CONCLUSION: MEDIUM CREDIBILITY – but read carefully


Resources & Inspiration

  • Part 1 of the series: Martin Stránský and Bitcoin (pibazar.eu)
  • Part 2 of the series: Ben Zhou vs. Pi Network (pibazar.eu)
  • CoinDesk, Finance Magnates: Bybit CEO statements
  • Cointelegraph, TradingView: Pi Network Analysis
  • academic resources: Behavioral Finance & Media Bias

Publications: 17. November 2025
Status: VERIFIED – Methodology applied to examples from the series
Series: Part 3 – Practical guide to identifying conflicts of interest

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