# Hannah (@playgroundwithhannah) on tiktok

- id: koinon:creator:tiktok_playgroundwithhannah
- url: https://koinonlink.com/kol/tiktok/playgroundwithhannah
- schema_version: 1.4

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

## Reach
- followers: 2513
- following: 14
- posts_observed: 4
- verified: false
- size_tier: nano

## 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: ecommerce
- subcategory: ecom_tools
- category_confidence: 0.91
- category_source: derived_from_recent_content
- topics: AI mockup生成与Prompt技巧, Etsy趋势洞察与利基挖掘, 不同风格mockup的转化表现, Etsy listing优化与捆绑销售, Printify新品mockup快速制作
- bio: Official Playground.com creator
✨ Use HELLOSUMMER for 25% your 1st month✨
Helping you make mockups & build your brand

## Audience (inferred)
- status: present
- description: Etsy sellers and POD practitioners, primarily small to mid-sized sellers focused on selling mockup digital products or using mockups for product presentation
- roles: ecom_ops
- seniority: practitioner
- pain_points: Struggling to find low-competition niches and trends in Etsy's saturated marketplace, AI-generated mockups lack realism or result in poor conversion rates, Mockup file specs, dimensions, or aesthetics falling short, hurting listing performance, Lacking an efficient workflow to quickly create diverse styles (lifestyle, flat lay, minimalist) of mockups.
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 36
- authenticity_basis: profile_shape_only
- credibility_score: 36
- 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_playgroundwithhannah#ba3b5b3c] If you want to sell mockups on Etsy, you have to think about trend-spotting COMPLETELY differently. Print on demand sellers can look at retail shelves to find text and graphic trends, but mockup sellers have to live on Pinterest and social media to spot trends. We’re selling phot (https://www.tiktok.com/@playgroundwithhannah)
- [tiktok_playgroundwithhannah#08cef23a] original sound - playgroundwithhannah
- [tiktok_playgroundwithhannah#ee614dd4] It is a becoming a big trend on TikTok now! Click here: mockups
- [tiktok_playgroundwithhannah#98c1e445] Check out Hannah’s video! #TikTok >
- [tiktok_playgroundwithhannah#b96e69b4] A lot Etsy sellers skip high performing niches b

## 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=57, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=57, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=57, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=57, 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=57, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=80, 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=57, 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=80, 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=80, method=platform_profile

## Freshness
- profile_checked_days_ago: 80
- content_analysed_days_ago: 57
- audience_updated_days_ago: 57

## AI retrieval
- indexing_requests: 8
- 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_playgroundwithhannah
- Request removal: https://koinonlink.com/claim?k=tiktok_playgroundwithhannah
- Terms: https://koinonlink.com/for-ai