# David Choi (@davidchoi.biz) on tiktok

- id: koinon:creator:tiktok_davidchoi.biz
- url: https://koinonlink.com/kol/tiktok/davidchoi.biz
- schema_version: 1.2

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

## Reach
- followers: 137550
- following: 132
- posts_observed: 1
- verified: false
- size_tier: kol

## 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: cold calling scripts and follow-ups, real estate acquisitions and negotiations, sales mindset and closing techniques, deal structuring examples
- bio: God Made Millionaire 👑
1000+ deals a year & 60M+ in assets owned
CEO of Leverage Companies

## Audience (inferred)
- status: present
- description: real estate investors and acquisition salespeople focused on cold calling and deal closing, mostly small-to-mid level practitioners
- roles: sales
- seniority: practitioner
- pain_points: getting past initial rejection on cold calls, uncovering seller motivation and building rapport quickly, structuring creative deals when numbers don't line up cleanly, handling objections around price, inspection periods, and tenant issues
- 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: 58
- authenticity_basis: profile_shape_only
- credibility_score: 58
- 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_davidchoi.biz#e305b417] First one went so well, here’s the follow up 😂 We had a blast making this, and don’t worry, everyone chose their own song 🤣🤣 . . . #viraltrend #trendingmusic #newarknj #newjerseyrealestate #funnytiktoks (https://www.tiktok.com/@davidchoi.biz)
- [tiktok_davidchoi.biz#495a1150] original sound - davidchoi.biz
- [tiktok_davidchoi.biz#9236b297] It is a becoming a big trend on TikTok now! Click here: viraltrend
- [tiktok_davidchoi.biz#f7612409] Check out David Choi’s video! #TikTok >
- [tiktok_davidchoi.biz#6b7e645e] Search:
- [tiktok_davidchoi.biz#cdafa140] stereotyping coworkers with music
- [tiktok_davidchoi.biz#b05322ad] Every good sales person knows that a “NO” is just the first step to a “YES” 🤝 Prospecting is an under appreciated art form... We’re so used to instant gratification that many people don’t realize that THERE’S MONEY IN THE FOLLOW UP 📞 It may not be tomorrow, it may not be next w

## 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_davidchoi.biz
- Request removal: https://koinonlink.com/claim?k=tiktok_davidchoi.biz
- Terms: https://koinonlink.com/for-ai