# Wishing Star Design (@wishingstardesign) on tiktok

- id: koinon:creator:tiktok_wishingstardesign
- url: https://koinonlink.com/kol/tiktok/wishingstardesign
- schema_version: 1.3

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

## Reach
- followers: 133467
- following: 22
- posts_observed: 5
- verified: false
- size_tier: kol

## 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: dtc_brand
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Cricut small business tips, Profitable products to sell (stickers, magnets, t-shirts), Using AI tools like Playground for custom designs, Beginner Cricut tutorials and must-have supplies, Profit margins and niche selection

## Audience (inferred)
- status: present
- description: Beginner and aspiring Cricut users running or starting small businesses selling handmade custom products like stickers, magnets, t-shirts and monograms
- roles: ecom_ops
- seniority: learner
- pain_points: Can't create custom designs without graphic design skills or expensive software, Unsure which products actually sell and generate good profit margins, Wasting time and money on unnecessary tools, fonts and supplies, Turning down custom orders because designs take too long to make
- posts_analysed: 40
- confidence: 0.75

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

## Quality signals
- authenticity_score: 58
- authenticity_basis: profile_shape_only
- credibility_score: 58
- 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_wishingstardesign#c9aa854a] If you have a Cricut, craft as a hobby, OR run a small business… SAVE THESE 4 WEBSITES. 👀👇 ✨ Playground — create custom graphics & designs with AI ✂️ SVGTrace — turn images into clean, layered SVGs 🎨 Canva — design, edit & create pretty much anything 👕 Printify — turn your de (https://www.tiktok.com/@wishingstardesign)
- [tiktok_wishingstardesign#9638981c] Rising Pulse
- [tiktok_wishingstardesign#22a5d4f1] It is a becoming a big trend on TikTok now! Click here: cricuttips
- [tiktok_wishingstardesign#54de3500] Check out Wishing Star Design’s video! #TikTok >
- [tiktok_wishingstardesign#ee0ee3d1] Starting a Cricut s

## 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=21, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=21, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=21, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=21, 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=0, 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=21, 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=21, method=platform_profile

## Freshness
- profile_checked_days_ago: 21
- content_analysed_days_ago: 0
- audience_updated_days_ago: 21

## AI retrieval
- indexing_requests: 1
- 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_wishingstardesign
- Request removal: https://koinonlink.com/claim?k=tiktok_wishingstardesign
- Terms: https://koinonlink.com/for-ai