# Henry Liam (@henryliam13) on x

- id: koinon:creator:x_henryliam13
- url: https://koinonlink.com/kol/x/henryliam13
- schema_version: 1.4

## Identity
- platform: x
- handle: henryliam13
- platform_url: https://twitter.com/henryliam13
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 822
- following: 1118
- posts_total: 2735
- posts_observed: 1
- posts_per_day: 2.754
- account_age_days: 993
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.09489
- best_post_interactions: 78
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- 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: home_living
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Home organization and storage solutions, Quick household repairs, Stain and damage restoration, Reusable, mess-free cleaning and adhesive products, Easy-to-use home improvement gadgets
- bio: Honestly happy. Don’t give a fuck to what you think.

## Audience (inferred)
- status: present
- description: Everyday household problem solvers, mainly young adults and busy parents looking for quick, practical home fixes
- roles: consumer
- seniority: consumer
- pain_points: Struggling with clutter and limited storage space in small living areas, Frustrated by time-consuming or messy cleaning methods, Worried about minor damages (like chipped glass or stained shoes) getting worse over time, Annoyed by sticky tapes that leave residue or don’t stick well
- posts_analysed: 5
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 47
- authenticity_basis: engagement_observed
- credibility_score: 47
- 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
- [x_henryliam13#73f9ed3e] This bag can fit your entire closet Free up room in your closets and shelves by using these storage bags to pack bulky items. Oversized blankets, comforters, and coats fit snugly into these roomy storage bags. Get yours now: https://t.co/BdHtnLat5f https://t.co/50nZqBNWDW (https://twitter.com/henryliam13/status/2064008655490724322)
- [x_henryliam13#794e8f4e] Bring Your Shoes Back to Life 👟 Remove stains and restore a clean, fresh look in minutes. 𝗚𝗲𝘁 𝗬𝗼𝘂𝗿𝘀 𝗡𝗼𝘄: https://t.co/K2LmoaAr5I https://t.co/lUdpGYL6Ec
- [x_henryliam13#e6913385] No nails. No mess. This reusable double-sided tape sticks securely and removes cleanly. 𝗚𝗲𝘁 𝗬𝗼𝘂𝗿𝘀 𝗡𝗼𝘄: https://t.co/qs56Almhft https://t.co/jScNL0mvQn
- [x_henryliam13#3e7c91ee] Clean Both Sides at Once ✨ Make window cleaning faster, safer, and easier. 𝗚𝗲𝘁 𝗬𝗼𝘂𝗿𝘀 𝗡𝗼𝘄: https://t.co/bk28UgeSkV https://t.co/3NJFEvOgId
- [x_henryliam13#f523ba6d] Fix Glass Chips Fast 🚗 Help restore small chips and cracks before they spread. 𝗚𝗲𝘁 𝗬𝗼𝘂𝗿𝘀 𝗡𝗼𝘄: https://t.co/kMOO1XQ6G9 https://t.c

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=80, 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=80, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=111, 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=0.5, freshness_days=80, 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=111, 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=111, method=platform_profile

## Freshness
- profile_checked_days_ago: 111
- content_analysed_days_ago: 80
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 7
- 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=x_henryliam13
- Request removal: https://koinonlink.com/claim?k=x_henryliam13
- Terms: https://koinonlink.com/for-ai