# Julie Barrett (@juliecbarrett) on x

- id: koinon:creator:x_juliecbarrett
- url: https://koinonlink.com/kol/x/juliecbarrett
- schema_version: 1.4

## Identity
- platform: x
- handle: juliecbarrett
- platform_url: https://twitter.com/juliecbarrett
- website: http://linktr.ee/juliebarrett
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 22239
- following: 1436
- posts_total: 59803
- posts_observed: 3
- posts_per_day: 10.001
- account_age_days: 5980
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00108
- best_post_interactions: 24
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- 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: 0.85
- category_source: derived_from_recent_content
- topics: K-12 student data privacy, Surveillance state expansion, Age verification policies, Government overreach in tech and education
- bio: Blue state refugee WA➡️FL🐊🌴🇺🇸 Christian ✝️, wife 👩‍❤️‍👨, mom x 4, Founder of Conservative Ladies of America

## Audience (inferred)
- status: present
- description: Conservative Christian parents, especially mothers, and grassroots activists focused on education policy and digital privacy
- roles: none
- seniority: consumer
- pain_points: Tech vendors and schools harvesting sensitive student data under safety pretexts, Government building surveillance infrastructure via age verification mandates, Erosion of parental control and personal privacy through expanding digital regulations
- posts_analysed: 4
- 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: 88
- authenticity_basis: engagement_observed
- credibility_score: 88
- 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
- [x_juliecbarrett#3d2d1996] Tech companies are selling "school safety solutions" to K12 schools that allow the school - and the vendor - to collect a ton of sensitive, personal data on students, their parents, and establish relationships, revoke access. AI surveillance around campus. The family identity dat (https://twitter.com/juliecbarrett)
- [x_juliecbarrett#31c19a03] The Surveillance Slate Advanced: Full Post-Mortem on Yesterday’s Senate Markup https://t.co/aViga9jLai
- [x_juliecbarrett#7b27ff18] We are on a very dangerous, slippery slope with age verification policies across the digital spectrum. These policies all build an infrastructure of government surveillance and censorship...while deceptively being marketed as "child protection."
- [x_juliecbarrett#6d3f9234] Practive Security is an awe

## 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=67, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=67, 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=108, 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=108, 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=108, method=platform_profile

## Freshness
- profile_checked_days_ago: 108
- content_analysed_days_ago: 77
- audience_updated_days_ago: 67

## AI retrieval
- indexing_requests: 7
- 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=x_juliecbarrett
- Request removal: https://koinonlink.com/claim?k=x_juliecbarrett
- Terms: https://koinonlink.com/for-ai