# fery 🪩🧣👩🏻‍💻 🏎️ (@ferlpzg) on tiktok

- id: koinon:creator:tiktok_ferlpzg
- url: https://koinonlink.com/kol/tiktok/ferlpzg
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: ferlpzg
- platform_url: https://www.tiktok.com/@ferlpzg
- website: https://i.refs.cc/iDPTyOXX?smile_ref=eyJzbWlsZV9zb3VyY2UiOiJzbWlsZV91aSIsInNtaWxlX21lZGl1bSI6IiIsInNtaWxlX2NhbXBhaWduIjoicmVmZXJyYWxfcHJvZ3JhbSIsInNtaWxlX2N1c3RvbWVyX2lkIjoyNDk2MzYwMzcwfQ%3D%3D
- country: Mexico
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 9862
- following: 252
- posts_observed: 1
- 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: fashion
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: F1 races, drivers (Checo Perez, Piastri, Norris) and Mexico , F1 merch and fan collections, Harry Styles concerts and GRWM/outfit planning, Travel, girl trips and event logistics, Personal lifestyle: fashion hauls, dating era, nutrition/die
- bio: Un poco de todo lo más amo 🏎️💄📚👩🏻‍💻 | [contact removed]

## Audience (inferred)
- status: present
- description: Young female F1 fans (mostly Spanish-speaking/Mexican) who follow races like Mexico GP and COTA, buy merch, attend concerts (Harry Styles), and share lifestyle content around fashion, travel and being single
- roles: consumer
- seniority: consumer
- pain_points: Difficulty getting official F1 merch without customs/shipping issues, Navigating ticket downloads and race weekend logistics for Mexico GP or COTA, Finding suitable outfits and makeup for outdoor races or concerts in variable weather, Being questioned or judged as a woman interested in sports and fandoms
- posts_analysed: 100
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.7
- open_to_collaboration: true
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 44
- authenticity_basis: profile_shape_only
- credibility_score: 44
- 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_ferlpzg#f6806826] La parte final de la entrevista con @EscaleraF1 ! Muchas gracias nuevamente por tu tiempo. En esta segunda parte hablamos de su podcast @DESDE EL PADDOCK , planes f1 en su boda y cómo fue ver a Lewis Hamilton llegar a Ferrari #f1 #f1tiktok #formula1 #f1racing #escaleraf1 #alexesc (https://www.tiktok.com/@ferlpzg)
- [tiktok_ferlpzg#2804ede7] original sound - ferlpzg
- [tiktok_ferlpzg#7e858444] 22 races, 20 drivers, 10 teams. Welcome to the world's most prestigious motor racing competition – Formula 1. Use #F1 to join the action.
- [tiktok_ferlpzg#c6e91fc6] It is a becoming a big trend on TikTok now! Click here: f1
- [tiktok_ferlpzg#547b1b38] Check out fery 🪩🧣👩🏻‍💻 🏎️’s video! #TikTok >
- [tiktok_ferlpzg#ed8d4d5b] Con @DRIVER 1 like always . Súper fácil me dicen si tienen dudas #f1 #formula1 #f1tiktok #f1racing #f1merch
- [tiktok_ferlpzg#ece490b2] Revolving door
- [tiktok_ferlpzg#0e700c68] He hablado un poco de lo mucho que me cambi

## 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=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=76, 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=76, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=104, 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=76, 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=104, 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=104, method=platform_profile

## Freshness
- profile_checked_days_ago: 104
- content_analysed_days_ago: 76
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 6
- 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_ferlpzg
- Request removal: https://koinonlink.com/claim?k=tiktok_ferlpzg
- Terms: https://koinonlink.com/for-ai