# Liana Martinez (@ifbbpro_miniboss) on tiktok

- id: koinon:creator:tiktok_ifbbpro_miniboss
- url: https://koinonlink.com/kol/tiktok/ifbbpro_miniboss
- schema_version: 1.3

## Identity
- platform: tiktok
- handle: ifbbpro_miniboss
- platform_url: https://www.tiktok.com/@ifbbpro_miniboss
- website: https://linktr.ee/ifbbpro_miniboss
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 6599
- following: 173
- 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: fitness
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: NJ food reviews and local dining spots, Jersey Shore beaches and summer activities, Fitness lifestyle as an IFBB pro, Personal life, shopping, and casual vlogs
- bio: 𝗜𝗙𝗕𝗕 𝗕𝗶𝗸𝗶𝗻𝗶 𝗣𝗿𝗼 | 𝗡𝗝 ✨ 
𝗙𝗶𝘁𝗻𝗲𝘀𝘀 𝗙𝗼𝗼𝗱𝗶𝗲 𝗙𝗮𝘃𝗼𝗿𝗶𝘁𝗲𝘀 🫶🏽
💌 𝗔𝗻𝗴𝗲𝗹_𝗮𝗯𝘀@𝗮𝗼𝗹.𝗰𝗼𝗺

## Audience (inferred)
- status: present
- description: Local New Jersey residents around the Jersey Shore area who enjoy casual food reviews, beach life, and lifestyle content
- roles: consumer
- seniority: consumer
- pain_points: Finding reliable local restaurant and pizza recommendations in NJ, Dealing with beach crowds and etiquette issues during peak summer, Balancing fitness goals with foodie indulgences and summer fun, Discovering affordable shopping hauls and personal style ideas
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.1
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 42
- authenticity_basis: profile_shape_only
- credibility_score: 42
- 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_ifbbpro_miniboss#5dd2dbc3] BEST DONUTS , made fresh daily! 😍🍩 #donuts #njdonuts #obcosdonuts (https://www.tiktok.com/@ifbbpro_miniboss)
- [tiktok_ifbbpro_miniboss#5595bf60] original sound - ifbbpro_miniboss
- [tiktok_ifbbpro_miniboss#e7a04b54] It is a becoming a big trend on TikTok now! Click here: donuts
- [tiktok_ifbbpro_miniboss#eb0c24d7] Check out Liana Martinez’s video! #TikTok >
- [tiktok_ifbbpro_miniboss#1ad59c5c] 3 things I cannot stand at the beach theres beach etiquette people!!  #beach #beachettiquite #fyp #quietdown #oceancounty #tomsriver #seaside #beachvibes
- [tiktok_ifbbpro_miniboss#4fa9aedd] Is Slice House Toms River the best pizza ?! 😍 Diablo Pie Hot Honey & Pepporoni my favorite ever 10/10! Ask for it well done! 🍕🍕 @SliceHouseTR  #slicehouse #pizza #hothoney #pepporoni #tomsriver #seaside #brick #dts #fyp #oceancounty
- [tiktok_ifbbpro_miniboss#59723ae9] Definitely going back 10/10 #pointpleasantbeach #jerseyshore #pointpleasant #njfoodie #jersey
- [tiktok_ifbbpro_miniboss#b595f360] original sound - joshfawaz

## 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=30, 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=30, 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=30, method=platform_profile

## Freshness
- profile_checked_days_ago: 30
- 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_ifbbpro_miniboss
- Request removal: https://koinonlink.com/claim?k=tiktok_ifbbpro_miniboss
- Terms: https://koinonlink.com/for-ai