# Zed (@ZedNilm1) on x

- id: koinon:creator:x_zednilm1
- url: https://koinonlink.com/kol/x/ZedNilm1
- schema_version: 1.4

## Identity
- platform: x
- handle: ZedNilm1
- platform_url: https://twitter.com/ZedNilm1
- website: https://www.gethookd.ai/?sl=henryecomlib
- entity_type: creator
- person_id: koinon:person:x_zednilm1

## Reach
- followers: 9590
- following: 20
- posts_total: 2813
- posts_observed: 26
- posts_per_day: 7.326
- account_age_days: 384
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00542
- best_post_interactions: 52
- 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: ecommerce
- subcategory: ecom_ads
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: market expansion strategy, high-performing ad creatives, customer-led storytelling in ads, scaling ecom brands to $1M/month
- bio: scaled my ecom brand to $1M/month, now helping others achieve the same

## Audience (inferred)
- status: present
- description: ecom brand founders and growth marketers scaling to $1M+/month, focused on paid ads and creative optimization
- roles: ecom_ops
- seniority: practitioner
- pain_points: struggling to scale beyond current market with limited product innovation, over-reliance on underperforming ad creatives that don't convert, difficulty in leveraging customer testimonials effectively in ads
- posts_analysed: 4
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 72
- authenticity_basis: engagement_observed
- credibility_score: 72
- flagged_for_review: false
- koinon_bd_grade: A — 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_zednilm1#6fb6de35] Market expansion can be lower risk than product expansion. You're changing geography, not product-market fit. (https://twitter.com/ZedNilm1)
- [x_zednilm1#034e425f] calmifydrink is 91+ active ads right now and this one's carrying the weight. "Cortisol Can Kiss Our Ashwagandha! Say goodbye to cortisol and hello to calm, with our easy-to-use stress relief drink. It has Ashwagandha, Vitamin D3, Magnesium Glycinate, and L-Theanine" the opener do
- [x_zednilm1#a3e3804e] Sometimes the highest-converting creative is simply letting your best customers tell the story in their own words.
- [x_zednilm1#d3aa901a] "Cortisol Can Kiss Our Ashwagandha!" CalmifyDrink is running 90+ active ads right now and this one is doing most of the lifting. the reader gets a specific promise inside the first three seconds and the rest of the copy is just receipts. no mechanism du

## 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=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=20, 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=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=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=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: 78
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 15
- 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_zednilm1
- Request removal: https://koinonlink.com/claim?k=x_zednilm1
- Terms: https://koinonlink.com/for-ai