# Brendan Schneider (@schneiderb) on x

- id: koinon:creator:x_schneiderb
- url: https://koinonlink.com/kol/x/schneiderb
- schema_version: 1.4

## Identity
- platform: x
- handle: schneiderb
- platform_url: https://twitter.com/schneiderb
- website: https://www.schneiderb.com/booking
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 5922
- following: 2312
- posts_total: 97646
- posts_observed: 1
- posts_per_day: 14.511
- account_age_days: 6729
- 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: software
- subcategory: saas
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Private school enrollment growth systems, Marketing and SEO for tuition-charging schools, Google and Meta ads for K-12 admissions, Shifting school culture around marketing
- bio: 28 years inside K-12 schools. Now I help tuition-charging schools get more inquiries using SEO, Google+Meta Ads, and more.

## Audience (inferred)
- status: present
- description: Private K-12 school admissions directors, marketing staff, and heads of school focused on growing tuition-paying enrollment
- roles: sales
- seniority: practitioner
- pain_points: Head of school pushing for more students while current operations are already maxed out, Historical resistance to calling school growth activities 'marketing', Lack of repeatable systems for consistent inquiry and enrollment growth
- posts_analysed: 2
- 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: 65
- authenticity_basis: profile_shape_only
- credibility_score: 65
- 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_schneiderb#0fae661c] Your head of school wants more students and you are already maxed out. The schools that grow enrollment are not doing more, they are running a system. Here is the playbook. https://t.co/HnPYJaTcwO (https://twitter.com/schneiderb/status/2073028984346927151)
- [x_schneiderb#4c1c9f5f] Marketing used to be a bad word at schools. I started in private school admission in the late 1990s. Nobody called anything "marketing." The word itself felt commercial, almost crass, for institutions that saw themselves as academic, not transactional. And most schools didn't nee

## 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=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=110, 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=110, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=110, 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=110, 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=110, 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=110, method=platform_profile

## Freshness
- profile_checked_days_ago: 110
- content_analysed_days_ago: 110
- audience_updated_days_ago: 76

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