# Julz Brunet (@julz_caz) on threads

- id: koinon:creator:threads_julz_caz
- url: https://koinonlink.com/kol/threads/julz_caz
- schema_version: 1.4

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

## Reach
- followers: 14217
- posts_observed: 1
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00197
- best_post_interactions: 28
- 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: 0.9
- category_source: derived_from_recent_content
- topics: Motherhood and parenting, Personal humor and self-reflection, Nostalgia for 90s childhood, Podcast and writing life
- bio: ☀️ MIA, FL
🌙 Mom/Writer/Podcaster/Etc.🧿
@FunnyMedicinePodcast
*Works are my own and rights reserved*
PUBLISHED: Seeds from the Moon-see 🔗
Venmo JulzCB

## Audience (inferred)
- status: present
- description: Moms in their 30s, especially those with young kids, who enjoy relatable personal humor and life reflections
- roles: consumer
- seniority: consumer
- pain_points: Balancing motherhood with personal identity and self-care, Finding motivation for exercise or routines amid daily chaos, Avoiding unwanted social interactions in everyday errands, Processing childhood experiences while parenting
- posts_analysed: 8
- 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: 76
- authenticity_basis: engagement_observed
- credibility_score: 76
- 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_julz_caz#98527b44] New profile pic and a little about me: 🤍 36 years old 💙 Mom to a wild 7-year-old who keeps me moving ❤️ Wife 🎙️ Founder & co host of @funnymedicinepodcast 💻 Science researcher, published on pancreatic cancer and HIV in The Economics of Diseases and Cures (2021) 🌙 Writer, pub (https://www.threads.com/@julz_caz/post/DZG1tLtjF1W)
- [threads_julz_caz#f4155349] There’s something powerful about becoming the adult you needed when you were little.
- [threads_julz_caz#04b997fc] Ummmm ok 💀
- [threads_julz_caz#a5dc5b35] Health is nice but have you ever exercised purely out of spite?
- [threads_julz_caz#7d77a0b3] What I feel I look like whenever I wear pink
- [threads_julz_caz#585fe810] I’ll go to another gas station before I have to pay inside.
- [threads_julz_caz#8508d068] Happy Tuesday threads
- [threads_julz_caz#2dfe7d6a] The older I get, the more I realize my childhood was basically commercials, Capri Suns and waiting for someone to get off the internet.

## 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=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=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=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: 78
- audience_updated_days_ago: 78

## AI retrieval
- indexing_requests: 13
- 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_julz_caz
- Request removal: https://koinonlink.com/claim?k=threads_julz_caz
- Terms: https://koinonlink.com/for-ai