# Danielle Marie 🎟️ (@dan_dani_danielle) on tiktok

- id: koinon:creator:tiktok_dan_dani_danielle
- url: https://koinonlink.com/kol/tiktok/dan_dani_danielle
- schema_version: 1.3

## Identity
- platform: tiktok
- handle: dan_dani_danielle
- platform_url: https://www.tiktok.com/@dan_dani_danielle
- website: https://linktr.ee/dan_dani_danielle
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 12068
- following: 203
- posts_observed: 7
- 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: dtc_brand
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: buildinginpublic, buying a business, quitting corporate job / escaping 9to5, female founders & scaling small business, portfolio career & consulting, ecommerce/clothing brand operations

## Audience (inferred)
- status: present
- description: Corporate women aspiring to quit their 9-5 jobs and start or scale small businesses, especially e-commerce/clothing brands, or explore buying a business and portfolio careers
- roles: none
- seniority: learner
- pain_points: Navigating career crisis and wanting to escape corporate life, Uncertainty around buying or starting a small business with limited experience, Struggling to scale e-commerce or clothing brands with zero initial traction, Balancing consulting side work while transitioning out of full-time jobs
- posts_analysed: 40
- confidence: 0.75

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

## Quality signals
- authenticity_score: 45
- authenticity_basis: profile_shape_only
- credibility_score: 45
- flagged_for_review: false
- koinon_bd_grade: B — 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_dan_dani_danielle#2ff5ebae] Learning the lingo 😌 #buildinginpublic #femalefounders #portfoliocareer #consulting #quitmyjob (https://www.tiktok.com/@dan_dani_danielle)
- [tiktok_dan_dani_danielle#55d0af5e] original sound - dan_dani_danielle
- [tiktok_dan_dani_danielle#edc2977a] It is a becoming a big trend on TikTok now! Click here: buildinginpublic
- [tiktok_dan_dani_danielle#fa7cac46] Check out Danielle Marie 🎟️’s video! #TikTok >
- [tiktok_dan_dani_danielle#4bd2ac69] *not an expert 🙂#howtobuyabusiness #buyingabusiness #escaping9to5 #clothingbrandowner #exitstrategy
- [tiktok_dan_dani_danielle#47db7fed] As this seems to be the most interesting thing about me, I’m gonna talk about it more #buyingabusiness #smallbusinessowner #womanownedbusiness #escapingcorporate #TikTokSeries
- [tiktok_dan_dani_danielle#bc94c28e] Replying to @CBT Grizz not to mention the job market sounds crazy right now 😭 #corporatemillennial #corporategirly #careercrisis #quitmyjob #loa
- [tiktok_dan_dani_danielle#6b7e645e] Search:

## 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=10, 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=10, 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=10, method=platform_profile

## Freshness
- profile_checked_days_ago: 10
- 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_dan_dani_danielle
- Request removal: https://koinonlink.com/claim?k=tiktok_dan_dani_danielle
- Terms: https://koinonlink.com/for-ai