# The Research Hack (@theresearchhack) on tiktok

- id: koinon:creator:tiktok_theresearchhack
- url: https://koinonlink.com/kol/tiktok/theresearchhack
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: theresearchhack
- platform_url: https://www.tiktok.com/@theresearchhack
- country: Philippines
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2200
- following: 32
- posts_observed: 1
- verified: false
- size_tier: nano

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: software
- subcategory: ai_tools
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: Finding research papers and citations quickly, AI humanizers and detectors for academic writing, Thesis and literature review (RRL) struggles, Using AI tools for essays without detection, StudyTok / college life hacks
- bio: helping you write 💻
DM/email for collaborations

## Audience (inferred)
- status: present
- description: College students and early-stage researchers writing papers, theses, or literature reviews
- roles: none
- seniority: learner
- pain_points: Wasting hours searching for relevant papers and references on specific topics, AI-generated text getting flagged by detectors, Struggling to meet tight deadlines for essays and theses, Finding it difficult to bypass or humanize AI output effectively
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: true
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 35
- authenticity_basis: profile_shape_only
- credibility_score: 35
- flagged_for_review: false
- koinon_bd_grade: C — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [tiktok_theresearchhack#4d5a37ff] Hate to say this but stop wasting your precious time #researchpaper #research #literaturereview #literaturereview #rrl (https://www.tiktok.com/@theresearchhack)
- [tiktok_theresearchhack#ef5b39e7] original sound - annazooon
- [tiktok_theresearchhack#7a12ddce] It is a becoming a big trend on TikTok now! Click here: researchpaper
- [tiktok_theresearchhack#c48fd528] Check out The Research Hack’s video! #TikTok >
- [tiktok_theresearchhack#3808ccbb] no one told me it was this easy to find papers 💀💀 #researchpaper #citations #rrl #phd #literaturereview
- [tiktok_theresearchhack#2acf17af] Running Off
- [tiktok_theresearchhack#e240ca25] me vs ai detectors every deadline 😩 #college #essayhelp #studytok #aidetector #aitools
- [tiktok_theresearchhack#3dc6244e] original sound - giikee7

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=70, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=70, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=70, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=70, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=70, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=72, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.25, freshness_days=70, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=72, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=72, method=platform_profile

## Freshness
- profile_checked_days_ago: 72
- content_analysed_days_ago: 70
- audience_updated_days_ago: 70

## AI retrieval
- indexing_requests: 6
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=tiktok_theresearchhack
- Request removal: https://koinonlink.com/claim?k=tiktok_theresearchhack
- Terms: https://koinonlink.com/for-ai