# fragfuel.pt (@fragfuel.pt) on tiktok

- id: koinon:creator:tiktok_fragfuel.pt
- url: https://koinonlink.com/kol/tiktok/fragfuel.pt
- schema_version: 1.3

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

## Reach
- followers: 15569
- following: 4
- posts_total: 353
- posts_observed: 2
- 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: lifestyle
- subcategory: food
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: imported snacks, viral food trends, snack unboxing, humorous lifestyle vlogs, energy drinks, ASMR food sounds

## Audience (inferred)
- status: present
- description: Portuguese-speaking snack enthusiasts and young lifestyle content consumers, mainly 18-30 year olds interested in imported snacks, viral food trends, and humorous vlogs
- roles: consumer
- seniority: consumer
- pain_points: Hard to find rare or imported snacks in Portugal, Frustrated by lack of authentic food experiences in daily life, Struggles to discover new viral or unique snack products, Feels disconnected from global food trends due to local availability limits
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.5
- promotion_intent: 0.4
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 54
- authenticity_basis: profile_shape_only
- credibility_score: 54
- 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_fragfuel.pt#dd00e970] Farmar Aura… (https://www.tiktok.com/@fragfuel.pt)
- [tiktok_fragfuel.pt#067d73ac] original sound - vayd333
- [tiktok_fragfuel.pt#51d8cd2c] Check out fragfuel.pt’s video! #TikTok >
- [tiktok_fragfuel.pt#bd2d5484] Como atendemos os clientes…
- [tiktok_fragfuel.pt#035c80e4] original sound - vozesdaminhacabessa
- [tiktok_fragfuel.pt#89a51170] 4 da tarde e eu sem almoçar ou tomar o pequeno-almoço vida em empresária não é fácil! 😅 Muitíssimo hot mas no final adorei 🤫 #fragfuel #FoodTok #samyangnoodles #spicy #7eleven
- [tiktok_fragfuel.pt#5da2e418] original sound - fragfuel.pt
- [tiktok_fragfuel.pt#0122cd65] It is a becoming a big trend on TikTok now! Click here: fragfuel

## 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=50, 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=50, 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=50, method=platform_profile

## Freshness
- profile_checked_days_ago: 50
- 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_fragfuel.pt
- Request removal: https://koinonlink.com/claim?k=tiktok_fragfuel.pt
- Terms: https://koinonlink.com/for-ai