# Katy Luxem (@katyluxem) on threads

- id: koinon:creator:threads_katyluxem
- url: https://koinonlink.com/kol/threads/katyluxem
- schema_version: 1.4

## Identity
- platform: threads
- handle: katyluxem
- platform_url: https://www.threads.net/@katyluxem
- website: https://linktr.ee/katyluxem
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1554
- posts_observed: 1
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.10296
- best_post_interactions: 160
- measurement_source: threads_post_likes
- measurement_formula: likes on one post (Threads exposes no reply or repost count on this path)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- 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: parenting
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: Parenting and kids' funny moments, Family and generational humor, Pandemic lockdown memories, Pets (especially cats), Everyday domestic life
- bio: Poems & writing in McSweeneys, Rattle, Appalachian Review, Poetry Online, SWWIM, & others. 
UNTIL IT IS TRUE (Kelsay Books) Available Now!

## Audience (inferred)
- status: present
- description: Moms with young kids who enjoy casual family humor and relatable everyday stories
- roles: consumer
- seniority: consumer
- pain_points: Kids obsessing over games or toys during lockdowns or routines, Navigating tech differences with boomer parents, Managing pets interfering with daily tasks like selling on eBay, Balancing back-to-school chaos and family meals
- posts_analysed: 6
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.1
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 61
- authenticity_basis: engagement_observed
- 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_katyluxem#73ae1e09] I have an area where I photograph things for eBay. My cat is always like, hold my beer, I’m gonna do some modeling. (https://www.threads.com/@katyluxem/post/DZ--2mtkjDq)
- [threads_katyluxem#724627b2] “Back to school and back to eatin’ crabs.” -Wal-Mart
- [threads_katyluxem#1bb7efe9] Kids are so funny because this was literally all my son wanted back-to-school shopping.
- [threads_katyluxem#3e292521] Hearing “Rasputin” actually gives me PTSD because my 6-yo played Just Dance non-stop during the pandemic lockdown. So I can’t even imagine being a healthcare worker right now having to re-legitimize that the pandemic was real and a lot of people suffered and died.
- [threads_katyluxem#38a8317b] My boomer mom said she “sent me a severe weather warning.” And I said, where? Did you text a news story? And she said, “I don’t know… I sent it to your picture, but not the usual one.” I got nothing on any platform so I hope my non-usual photo is happy and I hope real me doesn’t 
- [threads_katyluxem#6c916e7b] Scroll long enough and you’ll end up on either that Russian fam

## 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=77, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=77, 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=77, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=118, 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=0.5, freshness_days=77, 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=118, 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=118, method=platform_profile

## Freshness
- profile_checked_days_ago: 118
- content_analysed_days_ago: 77
- audience_updated_days_ago: 77

## AI retrieval
- indexing_requests: 9
- 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_katyluxem
- Request removal: https://koinonlink.com/claim?k=threads_katyluxem
- Terms: https://koinonlink.com/for-ai