# RiadFly (@riad_fly) on tiktok

- id: koinon:creator:tiktok_riad_fly
- url: https://koinonlink.com/kol/tiktok/riad_fly
- schema_version: 1.2

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

## Reach
- followers: 51131
- following: 496
- posts_total: 111
- 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: entertainment
- subcategory: edu_science
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: aviation history and famous aircraft, pilot training and PPL advice, plane accidents and safety lessons, military and legendary planes, weather and cloud recognition for pilots, air shows and spotting

## Audience (inferred)
- status: present
- description: Aviation enthusiasts and aspiring private pilots, mainly French-speaking hobbyists interested in flight training, plane history and safety facts
- roles: consumer
- seniority: learner
- pain_points: lack of clear, practical guidance on starting private pilot training, difficulty recognizing dangerous weather phenomena like cumulonimbus, fear of aviation accidents and how to avoid basic mistakes, limited access to reliable French-language resources on becoming a pilot
- 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: 61
- authenticity_basis: profile_shape_only
- credibility_score: 61
- 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_riad_fly#d15bc37a] Lviv Air Show 2002 🇺🇦 💥 #aviation #histoire #ukraine #su27 #info (https://www.tiktok.com/@riad_fly)
- [tiktok_riad_fly#0b4159ca] Beethoven Moonlight Sonata-High Sound Quality
- [tiktok_riad_fly#e97e23dc] It is a becoming a big trend on TikTok now! Click here: aviation
- [tiktok_riad_fly#f418a48b] Check out RiadFly’s video! #TikTok >
- [tiktok_riad_fly#6b7e645e] Search:
- [tiktok_riad_fly#f497e105] air show
- [tiktok_riad_fly#ba4b2a65] Le vol TWA 847…. 🇱🇧 🇺🇸 ✈️ #aviation #histoire #education #boeing #usa
- [tiktok_riad_fly#eccc8237] Líbano	Lebanon	لبنان

## 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=49, 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=49, 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=49, method=platform_profile

## Freshness
- profile_checked_days_ago: 49
- 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_riad_fly
- Request removal: https://koinonlink.com/claim?k=tiktok_riad_fly
- Terms: https://koinonlink.com/for-ai