# AI Business Coach (@dankorsby) on tiktok

- id: koinon:creator:tiktok_dankorsby
- url: https://koinonlink.com/kol/tiktok/dankorsby
- schema_version: 1.3

## Identity
- platform: tiktok
- handle: dankorsby
- platform_url: https://www.tiktok.com/@dankorsby
- website: www.wepreneurs.com/best-ai-guide
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 62929
- following: 476
- posts_total: 107
- posts_observed: 5
- verified: false
- size_tier: koc

## 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: ecommerce
- subcategory: ecom_ads
- category_confidence: 0.87
- category_source: derived_from_recent_content
- topics: AI tools and automation for content/business, Affiliate marketing (Pinterest, high-ticket), Side hustle ideas and work-from-home businesses, Passive income and make-money-online strategies, Building online businesses from zero

## Audience (inferred)
- status: present
- description: Aspiring beginners and side-hustlers seeking low/no-investment ways to make money online via affiliate marketing and AI tools
- roles: sales
- seniority: learner
- pain_points: Finding legitimate side hustles that require zero upfront money, Learning affiliate marketing and high-ticket sales from scratch, Figuring out how to use AI tools to automate content or business, Overcoming doubts about reaching $10k/month or financial freedom
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 62
- authenticity_basis: profile_shape_only
- credibility_score: 62
- flagged_for_review: false
- koinon_bd_grade: A — 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_dankorsby#42894f6a] Create consistent AI Characters #ai #aitools #aicontent #aitrend (https://www.tiktok.com/@dankorsby)
- [tiktok_dankorsby#0ef955cf] original sound - dankorsby
- [tiktok_dankorsby#a6777905] It is a becoming a big trend on TikTok now! Click here: ai
- [tiktok_dankorsby#2a7b818a] Check out AI Business Coach’s video! #TikTok >
- [tiktok_dankorsby#4219da8e] 3 Hidden websites which feel like cheats for life 🔻 #ai #aitools
- [tiktok_dankorsby#6b7e645e] Search:
- [tiktok_dankorsby#f160240f] ai tools for websites
- [tiktok_dankorsby#a5fedc28] Go to my profile to find out how to use them 😎  #ai #aitools

## 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=21, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=21, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=21, 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=12, 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=12, 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=12, method=platform_profile

## Freshness
- profile_checked_days_ago: 12
- content_analysed_days_ago: 0
- audience_updated_days_ago: 21

## 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_dankorsby
- Request removal: https://koinonlink.com/claim?k=tiktok_dankorsby
- Terms: https://koinonlink.com/for-ai