# Liya’s Cooking Show (@liyascookingshow) on threads

- id: koinon:creator:threads_liyascookingshow
- url: https://koinonlink.com/kol/threads/liyascookingshow
- schema_version: 1.4

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

## Reach
- followers: 7485
- posts_observed: 1
- verified: true
- 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: lifestyle
- subcategory: food
- category_confidence: 0.94
- category_source: derived_from_recent_content
- topics: Healthy recipes, Home cooking on a budget, Smoothies and breakfast ideas, Personal lifestyle anecdotes, Anti-inflammatory meals
- bio: [contact removed] | Dallas, Texas

## Audience (inferred)
- status: present
- description: Young women in their 20s interested in home cooking, healthy recipes, and budget-friendly meal ideas
- roles: consumer
- seniority: consumer
- pain_points: Rising prices of takeout and fast food, Finding quick healthy meals using pantry or freezer items, Balancing cravings with healthier home cooking, Limited time or motivation for elaborate recipes
- posts_analysed: 7
- confidence: 0.4

## 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: 61
- authenticity_basis: profile_shape_only
- credibility_score: 61
- 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
- [threads_liyascookingshow#6fcf3c93] I’ve decided to make spicy vodka pasta tomorrow! (https://www.threads.com/@liyascookingshow/post/DZ5GPYKHFDb)
- [threads_liyascookingshow#222fa8c8] I’ll definitely be making this again soon! I had to refrain myself from eating more than one sandwich… - - #explorepage #healthyrecipes #fallrecipes #backtoschool #trending
- [threads_liyascookingshow#6e08a929] Bandage dresses are so cute!
- [threads_liyascookingshow#a55be132] Kinda wish I had joined the Girl Scouts when I was little. I’m 22 now… do you think they’d still let me in? 🥹🍪 - - - #healthyrecipe #trending #explorepage #blackcreators #antiinflammatorydiet
- [threads_liyascookingshow#b96873e9] The minute I saw my Chick-fil-A order went up in price, I clocked right into the kitchen. 😂 - - - #explorepage #chickfila #healthyrecipes #trending #viralreels
- [threads_liyascookingshow#d2db67f7] Proof that the best smoothies come from whatever you already have in the freezer. This one is officially my breakfast for the rest of the week! 🍑🥭 - - #explorepage #explore #trending #antiinflammatory #antiinflammatorydiet
- [threads_liyascookingshow#e92d2ae3] This anti-inflammatory meal was definitely giving a fiv

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

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=78, 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=78, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=122, 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=78, 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=122, 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=122, method=platform_profile

## Freshness
- profile_checked_days_ago: 122
- content_analysed_days_ago: 78
- audience_updated_days_ago: 78

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