Investigation Methodology
How TikTox Tunisia Conducts Digital Investigations
TikTox Tunisia is an independent digital investigation platform that researches Tunisia's online ecosystem through Open Source Intelligence (OSINT), public digital evidence, structured verification, and responsible journalism.
Our investigations focus on publicly available information, digital activity, and documented evidence. Every investigation follows a consistent methodology designed to promote accuracy, transparency, and accountability.
Our Investigation Process
Every investigation follows five core stages:
- Topic Identification
- Evidence Collection
- Verification
- Analysis
- Publication & Review
Each stage is designed to reduce errors, distinguish verified facts from analysis, and ensure that investigations are based on documented information.
1. Topic Identification
Investigations begin when a topic demonstrates legitimate public interest.
Examples include:
- Public livestream activity
- Digital safety concerns
- Online harassment
- Influencer and creator economies
- Social media manipulation
- Platform abuse
- Emerging online trends
- Public controversies involving digital platforms
TikTox Tunisia does not investigate individuals solely because they are popular. Investigations are initiated when there is a clear public-interest reason to examine publicly observable digital activity.
2. Evidence Collection
Our research relies on publicly available information from multiple sources.
These may include:
Public Livestream Monitoring
Our researchers monitor publicly accessible livestreams to document:
- Public statements
- Digital interactions
- Audience engagement
- Public monetization activity
- Content behavior
- Events occurring during livestreams
Where appropriate, livestreams may be recorded or archived for research, verification, and future reference.
Public Social Media Records
Researchers collect publicly visible information such as:
- Profile information
- Public posts
- Public videos
- Public comments
- Account history
- Public engagement metrics
Information is documented to establish timelines and identify changes over time.
OSINT Research
TikTox Tunisia uses Open Source Intelligence (OSINT) techniques to investigate publicly available information.
Our research may include:
- Cross-platform analysis
- Timeline reconstruction
- Digital archive research
- Public database searches
- Reverse content verification
- Metadata analysis where publicly available
- Open-source geolocation and contextual analysis when relevant
No unauthorized access, hacking, or unlawful collection methods are used.
Digital Evidence Archive
Relevant evidence may include:
- Screenshots
- Screen recordings
- Archived livestreams
- Public videos
- Public photographs
- Official documents
- Public statements
- News reports
Evidence is preserved whenever possible to support verification and future review.
Public Analytics and Third-Party Tools
TikTox Tunisia may use third-party analytics services to better understand publicly observable platform activity.
These tools may provide insights into:
- Creator performance
- Public engagement trends
- Livestream statistics
- Estimated monetization indicators
- Historical activity
For TikTok livestream analysis, we may reference publicly available analytical platforms such as Tikleap alongside our own research.
Third-party analytics are used as supporting information only and are not treated as official records.
3. Verification
Verification is one of the most important stages of every investigation.
Before publication, researchers aim to:
- Compare multiple independent sources whenever possible.
- Verify dates, times, and digital timelines.
- Confirm that screenshots and recordings accurately represent the events described.
- Distinguish original content from reposts or edited material.
- Identify inconsistencies requiring further review.
If information cannot be independently verified, this limitation is clearly stated in the article.
4. Analysis
TikTox Tunisia separates evidence into three categories.
Verified Facts
Information directly supported by available evidence.
Analysis
Reasoned interpretation based on verified information and observable patterns.
Outstanding Questions
Issues that remain unresolved or require additional evidence.
This distinction helps readers understand what is confirmed, what is analytical interpretation, and what remains uncertain.
Financial and Livestream Analysis
TikTox Tunisia analyzes publicly observable aspects of creator monetization.
Research may consider:
- Public livestream activity
- Gift activity visible during livestreams
- Audience engagement
- Creator rankings
- Public platform statistics
- Third-party analytical estimates
Any earnings figures presented are estimates based on publicly available indicators unless confirmed by official documentation or statements. They should not be interpreted as audited or official financial records.
Publication Standards
Before publication, investigations are reviewed to:
- Verify factual accuracy.
- Remove unsupported claims.
- Clearly separate facts from analysis.
- Improve clarity and context.
- Reduce the risk of misleading or incomplete information.
Updates and Corrections
Investigations remain subject to review after publication.
When new evidence becomes available, TikTox Tunisia may:
- Update articles.
- Publish corrections.
- Add clarifications.
- Include responses from individuals or organizations involved.
Transparency remains a core principle throughout the life of every investigation.
Ethical Principles
TikTox Tunisia is guided by the following principles:
- Evidence before conclusions.
- Transparency in methodology.
- Respect for privacy.
- Public interest reporting.
- Editorial independence.
- Fairness and accountability.
- Continuous verification.
Contact
Questions regarding our methodology, investigations, or editorial practices may be sent to:
TikTox Tunisia
Independent Digital Investigations into Tunisia's Online Ecosystem