# Story Ideas & LOOMY app (@loomy_app) on tiktok

- id: koinon:creator:tiktok_loomy_app
- url: https://koinonlink.com/kol/tiktok/loomy_app
- schema_version: 1.4

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

## Reach
- followers: 19454
- following: 101
- posts_total: 142
- 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: software
- subcategory: app
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: 故事模板与贴纸, 字体搭配与心情设计, 字幕/标题编辑, 季节性日历与主题, Reels封面和视觉升级

## Audience (inferred)
- status: present
- description: Instagram/TikTok story and content creators, mainly mid-sized producers focused on making personal stories and Reels look more visually appealing
- roles: content
- seniority: practitioner
- pain_points: Lack of ready-made templates and font inspiration for story design, Time-consuming manual addition of subtitles and stickers, Difficulty keeping up with seasonal and thematic visual updates, Struggling to quickly create high-contrast or trendy visual effects
- posts_analysed: 100
- confidence: 0.9

## 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: 56
- authenticity_basis: profile_shape_only
- credibility_score: 56
- flagged_for_review: false
- koinon_bd_grade: B — 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_loomy_app#c98c8afa] This Font Pairing works effortlessly 🖋️ It brings balance, contrast, and a calm editorial tone to any design 🤍 Save this for your next design mood 📌 (https://www.tiktok.com/@loomy_app)
- [tiktok_loomy_app#eceabeee] Vintage
- [tiktok_loomy_app#039f9edc] Check out Story Ideas & LOOMY app’s video! #TikTok >
- [tiktok_loomy_app#7311b863] ✨ Hold the screen and catch the Key 🗝️ This is your key to stories people actually want to watch 🤫 Catch it and create with Loomy – or scroll past?
- [tiktok_loomy_app#32207834] original sound - loomy_app
- [tiktok_loomy_app#3a0fee8e] I Will Follow You
- [tiktok_loomy_app#f421921b] February is here – soft winter light, cozy plans, and a little Valentine’s magic in the air 📻❤️ Use Loomy Calendars to save sweet moments, plan your days, and enjoy the last cozy chapter of winter 💌
- [tiktok_loomy_app#0c4d96a9] the world we knew over and over

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

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=74, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=74, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=74, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=74, 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=74, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=93, 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=74, 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=93, 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=93, method=platform_profile

## Freshness
- profile_checked_days_ago: 93
- content_analysed_days_ago: 74
- audience_updated_days_ago: 74

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