# GVE London (@gvelondon) on tiktok

- id: koinon:creator:tiktok_gvelondon
- url: https://koinonlink.com/kol/tiktok/gvelondon
- schema_version: 1.3

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

## Reach
- followers: 1432614
- following: 117
- posts_total: 1510
- posts_observed: 2
- 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: ecommerce
- subcategory: crossborder
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: supercar model comparisons and choices, dealership inventory and buying advice, car wraps, PPF and modifications, how-to guides for supercar features, luxury car trends and stock showcases
- bio: • The UK’s one-stop shop Supercar Dealership.

## Audience (inferred)
- status: present
- description: Supercar and luxury car enthusiasts, mostly young male consumers interested in high-end vehicles like Ferrari, Porsche, McLaren and modifications
- roles: consumer
- seniority: consumer
- pain_points: Choosing between similar high-performance models on a budget, Understanding complex car features and maintenance like brake replacements or door mechanisms, Worrying about theft risks for expensive cars such as Range Rovers, Finding reliable sources for buying or wrapping supercars
- posts_analysed: 100
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.4
- promotion_intent: 0.3
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 66
- authenticity_basis: profile_shape_only
- credibility_score: 66
- 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_gvelondon#bb5d73fd] Would you wrap your car with this trending colour?  #cartiktok #gvelondon #fyp #wrap #luxurycars #mercedes (https://www.tiktok.com/@gvelondon)
- [tiktok_gvelondon#ba892382] Clandestina (feat. Emma Peters) (Cocaina Remix)
- [tiktok_gvelondon#d2229f81] Hit the gas because we're here for #CarTikTok.
- [tiktok_gvelondon#f62f8133] It is a becoming a big trend on TikTok now! Click here: cartiktok
- [tiktok_gvelondon#2a5a3833] Check out GVE London’s video! #TikTok >
- [tiktok_gvelondon#0ee939f6] Struggling to contain the beast 😈 #supercars #gvelondon #cartok #viraltiktok #fyp #audi #abt #rs6 #rs6r
- [tiktok_gvelondon#56140196] original sound - gvelondon
- [tiktok_gvelondon#01cec9d1] Start your engines, it's time to show some love to the #Supercars!

## 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=33, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=33, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=33, 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=43, 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=43, 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=43, method=platform_profile

## Freshness
- profile_checked_days_ago: 43
- content_analysed_days_ago: 0
- audience_updated_days_ago: 33

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