# Luke Medeiros ✪ (@lukemmedeiros) on tiktok

- id: koinon:creator:tiktok_lukemmedeiros
- url: https://koinonlink.com/kol/tiktok/lukemmedeiros
- schema_version: 1.4

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

## Reach
- followers: 134452
- following: 1955
- 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: lifestyle
- subcategory: fashion
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Ghost Energy drink flavors and restocks, Dr. Squatch soaps and brand collaborations, Anker power banks and charging bundles, TikTok Shop product deals and limited editions, Casual clothing from PacSun and similar brands
- bio: There's only 1 thing that you actually have control over

## Audience (inferred)
- status: present
- description: TikTok Shop shoppers, mainly young adults and teens who buy energy drinks, men's grooming products, tech accessories and casual streetwear
- roles: consumer, ads
- seniority: consumer
- pain_points: Hard to find limited or restocked Ghost Energy flavors in physical stores, Need reliable portable charging solutions for travel or daily use, Want unique or limited-edition grooming products like Dr. Squatch collabs, Looking for trendy, affordable clothing and snacks via TikTok Shop
- posts_analysed: 75
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.6
- promotion_intent: 0.8
- 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: 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_lukemmedeiros#602da915] Replying to @leoperezabreu This is a great price for everything that you get! Pickup the Nex E1 Max in the TikTok Shop! #fanttik #fanttikscrewdriver #electricscrewdriver #tools #gadget #TTSACL (https://www.tiktok.com/@lukemmedeiros)
- [tiktok_lukemmedeiros#0d4a9f39] It is a becoming a big trend on TikTok now! Click here: fanttik
- [tiktok_lukemmedeiros#a3ca7e41] Check out Luke Medeiros ✪’s video! #TikTok >
- [tiktok_lukemmedeiros#1b4c5c2b] Prices may vary based on discount availability. Check the product page for the final price.
- [tiktok_lukemmedeiros#ce21a485] I found the absolute best way to stock up on my favorite Ghost Energy flavor and you really do not want to miss this massive bulk deal happening right now. The limited edition Welch's Grape flavor i

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=84, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=84, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=84, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=84, 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=84, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=84, 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=84, 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=84, 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=84, method=platform_profile

## Freshness
- profile_checked_days_ago: 84
- content_analysed_days_ago: 84
- audience_updated_days_ago: 84

## AI retrieval
- indexing_requests: 10
- 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_lukemmedeiros
- Request removal: https://koinonlink.com/claim?k=tiktok_lukemmedeiros
- Terms: https://koinonlink.com/for-ai