# grilld.byvente (@grilld.byvente) on tiktok

- id: koinon:creator:tiktok_grilld.byvente
- url: https://koinonlink.com/kol/tiktok/grilld.byvente
- schema_version: 1.3

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

## Reach
- followers: 2667
- following: 53
- posts_total: 111
- posts_observed: 2
- verified: false
- size_tier: nano

## 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: food
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Halal lamb dishes in Birmingham, Viral food trends on TikTok, Local food spots near A38 Last Exit, Authentic curry and chips in the UK, Customer-driven menu suggestions, FoodTok content and discovery
- bio: Desi flavours 
A38lastexit 
Birmingham based

## Audience (inferred)
- status: present
- description: Local food enthusiasts in Birmingham, UK, especially those interested in halal street food and viral food trends
- roles: consumer
- seniority: consumer
- pain_points: Hard to find authentic halal lamb dishes in Birmingham, Worried about food quality and consistency at trendy local spots, Missed out on viral food experiences because they don’t know where to look
- posts_analysed: 40
- confidence: 0.75

## 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: 45
- authenticity_basis: profile_shape_only
- credibility_score: 45
- 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_grilld.byvente#3e55e657] Let’s make our viral lamb chops 🔥 #halalfoodbirmingham #halalfood #birminghamuk #birminghamfood #asmr (https://www.tiktok.com/@grilld.byvente)
- [tiktok_grilld.byvente#39892694] original sound - grilld.byvente
- [tiktok_grilld.byvente#0c4bed16] It is a becoming a big trend on TikTok now! Click here: halalfoodbirmingham
- [tiktok_grilld.byvente#2b28f6d5] Check out grilld.byvente’s video! #TikTok >
- [tiktok_grilld.byvente#6b7e645e] Search:
- [tiktok_grilld.byvente#115be1d0] milk farm birmingham
- [tiktok_grilld.byvente#36849f8c] He tried our lamb curry & chips  #halalfoodbirmingham #birminghamfood #halalfood #a38lastexit
- [tiktok_grilld.byvente#04a22bf4] Elevate (Vocals and Daf)

## 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=51, 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=51, 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=51, method=platform_profile

## Freshness
- profile_checked_days_ago: 51
- 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_grilld.byvente
- Request removal: https://koinonlink.com/claim?k=tiktok_grilld.byvente
- Terms: https://koinonlink.com/for-ai