# Dani Bergman (@danimbergs) on tiktok

- id: koinon:creator:tiktok_danimbergs
- url: https://koinonlink.com/kol/tiktok/danimbergs
- schema_version: 1.4

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

## Reach
- followers: 27141
- following: 170
- posts_observed: 1
- 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: software
- subcategory: ai_tools
- category_confidence: 0.85
- category_source: derived_from_discovery_path
- topics: high-end matchmaking and relationship coaching, exclusive social events (e.g., Miami, LA, RJCSummit), dating app fatigue and alternative connection methods, personal branding and social visibility in dating, curated networking and 'super connector' lifestyle
- bio: super connector & modern day matchmaking
@cluballenby 
GET INVITED TO EVENTS ⤵️

## Audience (inferred)
- status: present
- description: People interested in high-end dating matchmaking, social networking, and exclusive events, especially in Miami and LA; primarily affluent singles and relationship seekers looking for curated, authentic connections
- roles: general_ai
- seniority: practitioner
- pain_points: Struggling to find meaningful, high-quality romantic connections through traditional dating apps, Feeling drained and time-wasted by endless swiping and superficial interactions, Desiring exclusive access to elite social circles and curated events but not knowing how to get in, Lacking trust in algorithm-driven matchmaking platforms that don’t deliver real human connection
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 50
- authenticity_basis: profile_shape_only
- credibility_score: 50
- 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_danimbergs#f0fecccf] @Club Studio you are a star #miami #gym (https://www.tiktok.com/@danimbergs)
- [tiktok_danimbergs#7a974563] Jungle Cat Crawl
- [tiktok_danimbergs#19ada7f8] It's #MIAMI time with @guttatwins and Flo Rida! Create your #MIAMI musicallys, and get a shout out from the stars!
- [tiktok_danimbergs#a9605a3e] It is a becoming a big trend on TikTok now! Click here: miami
- [tiktok_danimbergs#963e5a44] Check out Dani Bergman’s video! #TikTok >
- [tiktok_danimbergs#b2a852b0] If Lisa McClain can make time for her marriage and love life…so can you.  Your excuse: I’m super busy with work doesn’t fly with me. If you want to get married, you HAVE to make the time.  #matchmaking #rjcsummit #Love #datingadvice
- [tiktok_danimbergs#8ff8dda1] original sound - danimbergs
- [tiktok_danimbergs#c6ad5c3d] Loud and proud my friends ✡️ #jewish #randyfine #rjcsummit

## 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=19, 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=19, 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=19, method=platform_profile

## Freshness
- profile_checked_days_ago: 19
- 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_danimbergs
- Request removal: https://koinonlink.com/claim?k=tiktok_danimbergs
- Terms: https://koinonlink.com/for-ai