# Ai Catch (@aiwisdom110) on tiktok

- id: koinon:creator:tiktok_aiwisdom110
- url: https://koinonlink.com/kol/tiktok/aiwisdom110
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: aiwisdom110
- platform_url: https://www.tiktok.com/@aiwisdom110
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 55887
- following: 17
- posts_total: 70
- posts_observed: 1
- 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: lifestyle
- subcategory: home_living
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: DIY furniture upcycling from pallets and scrap, Concrete, plaster and resin home accents, Garden and chicken coop hacks, Illuminated wall art and lighting projects, Kitchen storage and entryway makeovers

## Audience (inferred)
- status: present
- description: DIY home improvement hobbyists, mainly homeowners and renters who enjoy budget-friendly crafting and upcycling projects
- roles: consumer
- seniority: consumer
- pain_points: Limited budget for professional home renovations or store-bought furniture, Difficulty finding unique, personalized decor that fits their space, Need for practical outdoor/garden upgrades without hiring help, Wanting sustainable ways to repurpose everyday items instead of discarding them
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.2
- 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_aiwisdom110#5aa09711] I Built A DIY Textured Plaster Arch Wall Niche! 🏺💡  #PlasterArch #WallNiche #DIYHomeDecor #InteriorDesign (https://www.tiktok.com/@aiwisdom110)
- [tiktok_aiwisdom110#e6430619] original sound - aiwisdom110
- [tiktok_aiwisdom110#e95aea06] It is a becoming a big trend on TikTok now! Click here: plasterarch
- [tiktok_aiwisdom110#9df9eab3] Check out Ai Catch’s video! #TikTok >
- [tiktok_aiwisdom110#6b7e645e] Search:
- [tiktok_aiwisdom110#d40f3485] niche wallpapers
- [tiktok_aiwisdom110#83b8f33e] 3 amazing hacks in One Video, DIY #UpcycledLighting #HomeDecor #DIY #EverydayScience #HowItWorks #Woodworking # #gardenhacks
- [tiktok_aiwisdom110#dfd364ed] I Turned a Rainbow Slinky Into a Glowing Wall Lamp 🌀💡✨ This toy looked ridiculous on my workbench—until I gave it a metallic coat. I threaded remote LEDs through the spring, fixed them inside two wooden boxes, stretched it onto the wall, and added a trailing vine. I built the w

## 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=61, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=61, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=61, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=61, 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=61, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=92, 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=61, 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=92, 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=92, method=platform_profile

## Freshness
- profile_checked_days_ago: 92
- content_analysed_days_ago: 61
- audience_updated_days_ago: 61

## AI retrieval
- indexing_requests: 9
- 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_aiwisdom110
- Request removal: https://koinonlink.com/claim?k=tiktok_aiwisdom110
- Terms: https://koinonlink.com/for-ai