# TheTippyTop (@thetippytopblog) on tiktok

- id: koinon:creator:tiktok_thetippytopblog
- url: https://koinonlink.com/kol/tiktok/thetippytopblog
- schema_version: 1.3

## Identity
- platform: tiktok
- handle: thetippytopblog
- platform_url: https://www.tiktok.com/@thetippytopblog
- website: https://stan.store/thetippytopblog
- country: United Kingdom
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 3470
- following: 113
- 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: finance
- subcategory: investing
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: CFA exam preparation, Visual study methods, Career development in finance, Startup strategy, Productivity systems for professionals, Wealth building and investing
- bio: 💸 PE & VC Investor | 16 Years | Helping you build wealth, careers and startups

## Audience (inferred)
- status: present
- description: Aspiring finance professionals and early-career investors preparing for the CFA exams, especially those seeking efficient study strategies and visual learning tools
- roles: ads
- seniority: practitioner
- pain_points: Struggling to pass the CFA exams on the first attempt due to overwhelming content and poor study structure, Feeling lost in the CFA curriculum without clear prioritization or actionable study plans, Lacking effective tools to retain complex financial concepts over long study periods, Overwhelmed by the time commitment required to prepare for CFA Level 1 without a proven system
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.4
- promotion_intent: 0.5
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 38
- authenticity_basis: profile_shape_only
- credibility_score: 38
- 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_thetippytopblog#3b2f0396] The CFA exams are not difficult. It’s about something else. #cfa #cfaexam #cfastrategy (https://www.tiktok.com/@thetippytopblog)
- [tiktok_thetippytopblog#8f4b62c3] original sound - thetippytopblog
- [tiktok_thetippytopblog#3a51a977] It is a becoming a big trend on TikTok now! Click here: cfa
- [tiktok_thetippytopblog#17f0a260] Check out TheTippyTop’s video! #TikTok >
- [tiktok_thetippytopblog#6b7e645e] Search:
- [tiktok_thetippytopblog#401b5ea6] cfa questions example
- [tiktok_thetippytopblog#0da31bef] CFA Level 1 Visual Summary Notes - The culmination of 900 hours of studying. Use them to study less and remember more.  Link in my bio.  #cfa #cfalevel1 #charteredfinancialanalyst #cfaexam
- [tiktok_thetippytopblog#34681d86] Star Wars

## 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=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=47, 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=0, 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=47, 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=47, method=platform_profile

## Freshness
- profile_checked_days_ago: 47
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

## AI retrieval
- indexing_requests: 1
- 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_thetippytopblog
- Request removal: https://koinonlink.com/claim?k=tiktok_thetippytopblog
- Terms: https://koinonlink.com/for-ai