# lawlynnava (@lawlynnava) on tiktok

- id: koinon:creator:tiktok_lawlynnava
- url: https://koinonlink.com/kol/tiktok/lawlynnava
- schema_version: 1.2

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

## Reach
- followers: 60041
- following: 178
- posts_total: 1910
- posts_observed: 7
- 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: software
- category_confidence: 0.85
- category_source: derived_from_discovery_path
- topics: 脊髓损伤和残疾 awareness, 个人订婚与婚礼规划, 波多黎各旅行, 日常生活 vlog

## Audience (inferred)
- status: present
- description: Personal life sharing enthusiasts, primarily focused on daily life of spinal cord injury patients, disability awareness, and young women's weddings/engagements
- roles: consumer
- seniority: consumer
- pain_points: Chronic pain and mobility challenges caused by spinal cord injury, Lack of societal understanding due to insufficient disability awareness, Difficulty finding suitable wedding dresses and planning weddings accessible to people with disabilities, Accessibility barriers in travel and daily life
- 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: 62
- authenticity_basis: profile_shape_only
- credibility_score: 62
- 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_lawlynnava#e99dbbc3] Caleb’s voice was heard throughout the whole stairwell @Shirley Ryan AbilityLab #skyrisechicago2025 (https://www.tiktok.com/@lawlynnava)
- [tiktok_lawlynnava#6466e164] original sound - lawlynnava
- [tiktok_lawlynnava#4c37299e] It is a becoming a big trend on TikTok now! Click here: skyrisechicago2025
- [tiktok_lawlynnava#944ba5fb] Check out lawlynnava’s video! #TikTok >
- [tiktok_lawlynnava#46bd4aac] The pain medicine was working overtime #cancer #paralyzed #spinalcordinjury #tumor #c5 #c7
- [tiktok_lawlynnava#6b7e645e] Search:
- [tiktok_lawlynnava#9b2a86ec] c7 spinal cord injury
- [tiktok_lawlynnava#3b467949] Me rambling about #spinalcordinjury awareness month

## 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_lawlynnava
- Request removal: https://koinonlink.com/claim?k=tiktok_lawlynnava
- Terms: https://koinonlink.com/for-ai