# recommendations198 (@recommendations198) on tiktok

- id: koinon:creator:tiktok_recommendations198
- url: https://koinonlink.com/kol/tiktok/recommendations198
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: recommendations198
- platform_url: https://www.tiktok.com/@recommendations198
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 66000
- 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: 0.8
- category_source: derived_from_recent_content
- topics: 园艺种植（桑葚、樱桃树苗）, 汽车装饰与配件, 家居收纳与空间利用, DIY工具与五金, 厨房小工具, 浴室安全与日常用品
- bio: 🌎 Xingyyyyi_

## Audience (inferred)
- status: present
- description: General consumers, primarily home users and individual buyers interested in home & garden, automotive accessories, kitchen tools, and DIY small items
- roles: consumer
- seniority: consumer
- pain_points: Limited living space and difficulty finding practical storage solutions, Tools that don’t work well or can’t reach tight spots during DIY or repairs, Uncertainty about where to buy reliable fruit tree saplings for home growing, Frequent small kitchen and bathroom issues with no simple, hassle-free gadgets to solve 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: 55
- authenticity_basis: profile_shape_only
- credibility_score: 55
- 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_recommendations198#7cb98a6b] Check out recommendations198’s video! #TikTok > (https://www.tiktok.com/@recommendations198)
- [tiktok_recommendations198#47223bdb] I Love Disco
- [tiktok_recommendations198#d7553488] Canyons
- [tiktok_recommendations198#168dc113] Grow your own sweet mulberries at home! 🍇🌳 Plant a healthy mulberry tree sapling today and enjoy fresh, juicy fruit in no time! 🍃 Perfect for your garden or backyard! 🏡 Start growing NOW and make your garden thrive! 🌞 #MulberryTree #FruitGarden #HomeGrown #GardenGoals #Plant
- [tiktok_recommendations198#fadf71c7] Sunrise
- [tiktok_recommendations198#f32f0adb] It is a becoming a big trend on TikTok now! Click here: mulberrytree
- [tiktok_recommendations198#01573d03] 🎆 Ring in the New Year with a bang! 💥 Handcrafted Italian cannon for your Spring Festival celebrations! 🇮🇹🎉 Perfect for making unforgettable memories and lighting up the night! 🔥 Grab yours NOW and get ready to celebrate in style! 🧨 #ChineseNewYear #SpringFestival #NewYear

## 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=62, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=62, 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=62, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=100, 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=62, 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=100, 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=100, method=platform_profile

## Freshness
- profile_checked_days_ago: 100
- content_analysed_days_ago: 62
- audience_updated_days_ago: 62

## 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=tiktok_recommendations198
- Request removal: https://koinonlink.com/claim?k=tiktok_recommendations198
- Terms: https://koinonlink.com/for-ai