# 🇺🇲 Engineer Lola 🇵🇭 (@lola.aguilar) on tiktok

- id: koinon:creator:tiktok_lola.aguilar
- url: https://koinonlink.com/kol/tiktok/lola.aguilar
- schema_version: 1.3

## Identity
- platform: tiktok
- handle: lola.aguilar
- platform_url: https://www.tiktok.com/@lola.aguilar
- website: www.LAWebDesignPro.com
- country: UM
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2856
- following: 98
- 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: software
- subcategory: ai_tools
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Affiliate marketing, AI-powered content creation, Online business for beginners, Digital lifestyle and remote income, Health and wellness products, Free tools for earning online
- bio: 💖Loves Jesus Christ 👷‍♀️Retired Civil Engineer from the Armed Forces.🌷Enjoying the Digital Lifestyle 💻 Earning from Home🏡 in California🇺🇲

## Audience (inferred)
- status: present
- description: Filipino and US-based individuals interested in side hustles, online business opportunities, and digital lifestyle, especially those exploring affiliate marketing and passive income
- roles: general_ai
- seniority: practitioner
- pain_points: Struggling to find low-cost, scalable online business models, Finding it hard to start earning from home without technical or marketing expertise, Lacking clear guidance on how to use free AI tools for content creation and income, Feeling overwhelmed by high-ticket sales platforms and unclear ROI
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 37
- authenticity_basis: profile_shape_only
- credibility_score: 37
- 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_lola.aguilar#efe99c92] ‼️Calling Doctors, Nurses, Physical Therapist, Caregivers and all health enthusiasts. How would you like yo start your own personal online store in minute⁉️ Yes! You can get it instanly from me!  Get it now here at ➡️www.GetQuickTour.com  I will be your coach and mentor on how yo (https://www.tiktok.com/@lola.aguilar)
- [tiktok_lola.aguilar#f5390b93] Get Ready
- [tiktok_lola.aguilar#5fb49423] Check out 🇺🇲 Engineer Lola 🇵🇭’s video! #TikTok >
- [tiktok_lola.aguilar#3f32847b] 👉 Start here: www.CoachLolaLifestyle.com 🌹 #onlineshopping #affiliate #homebusiness #homebusiness #onlinecoach
- [tiktok_lola.aguilar#4e50fbc2] original sound - lola.aguilar
- [tiktok_lola.aguilar#cf82e9c1] Whether you're waiting for packages, or just stocking up for the holidays, show us what you're buying online.
- [tiktok_lola.aguilar#bcfa1c4d] It is a becoming a big trend on TikTok

## 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_lola.aguilar
- Request removal: https://koinonlink.com/claim?k=tiktok_lola.aguilar
- Terms: https://koinonlink.com/for-ai