# Laura Leiser (@lauraleiser_) on tiktok

- id: koinon:creator:tiktok_lauraleiser_
- url: https://koinonlink.com/kol/tiktok/lauraleiser_
- schema_version: 1.4

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

## Reach
- followers: 299421
- following: 890
- posts_observed: 4
- 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: 0.85
- category_source: derived_from_recent_content
- topics: TikTok Shop product promotions and deals, Kitchen appliances and cookware sets, Holiday and seasonal home decorations, Home cleaning and stain removal solutions, Portable household gadgets and furniture
- bio: Recomendaciones de tiktok Shop 🙌
📭 [contact removed]

## Audience (inferred)
- status: present
- description: Spanish-speaking everyday consumers, mainly homemakers and families shopping for affordable home, kitchen, and holiday products on TikTok Shop
- roles: consumer
- seniority: consumer
- pain_points: Dealing with stubborn stains on kids' clothes and kitchen items, Finding compact, affordable appliances for small homes or limited space, Wanting attractive, easy-to-set-up holiday and seasonal decorations without high cost, Seeking reliable home gadgets that simplify daily chores like ice making or cleaning
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.5
- promotion_intent: 0.9
- 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_lauraleiser_#e7e62692] Si quieres un sartén multifuncional para enviar algún familiar, te voy a dejar ese por aquí #TikTokshopbacktoschool #paratiiiiiiiiiiiiiiiiiiiiiiiiiiiiiii (https://www.tiktok.com/@lauraleiser_)
- [tiktok_lauraleiser_#8982ae02] original sound - lauraleiser_
- [tiktok_lauraleiser_#2bc1773f] Get ready for the new semester with TikTok Shop. Discover trending campus essentials, dorm upgrades, and exclusive back-to-school deals to start your year right.
- [tiktok_lauraleiser_#f7f0ec2c] It is a becoming a big trend on TikTok now! Click here: tiktokshopbacktoschool
- [tiktok_lauraleiser_#adcc60ad] Check out Laura Leiser’s video! #TikTok >
- [tiktok_lauraleiser_#1815215d] EcoFlow delta 3 Classic !! Está batería de 27 lb es ideal para cuba ya que alcanza picos de 2600 w !  Es económica portátil y excelente calidad   #TikTokshopbacktoschool #paratiiiiiiiiiiiiiiiiiiiiiiiiiiiiiii #bateria #generador #cubanos
- [tiktok_lauraleiser_#48382e7a] Decoración navideña !! #decoraciónnavideña #decoration #decoracion #cama #TikTokshop

## 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=68, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=68, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=68, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=68, 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=68, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=96, 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=68, 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=96, 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=96, method=platform_profile

## Freshness
- profile_checked_days_ago: 96
- content_analysed_days_ago: 68
- audience_updated_days_ago: 68

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