# Trevor Zheng | High Ticket Ecommerce (@ecomTrevor) on x

- id: koinon:creator:x_ecomtrevor
- url: https://koinonlink.com/kol/x/ecomTrevor
- schema_version: 1.4

## Identity
- platform: x
- handle: ecomTrevor
- platform_url: https://twitter.com/ecomTrevor
- website: https://ecomhighticket.com/hte-application/?utm_source=tztwitter&el=twitterbio
- entity_type: creator
- person_id: koinon:person:youtube_ecomwithtrevor

## Reach
- followers: 6531
- following: 284
- posts_total: 12385
- posts_observed: 34
- posts_per_day: 3.401
- account_age_days: 3642
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00505
- best_post_interactions: 33
- 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_tools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: High-ticket ecommerce product sourcing, Google Ads for high-ticket conversions, Mindset barriers to starting an ecommerce business, Leveraging credit card rewards in business operations, Scaling premium product sales with paid ads, Overcoming fear of failure in ecommerce
- bio: Co-Founder @ PeakFlow
$10MM+ Selling High Ticket Products
👇 Apply for Coaching

## Audience (inferred)
- status: present
- description: Aspiring high-ticket ecommerce entrepreneurs, mainly solopreneurs and small business owners testing the waters with premium product launches
- roles: ecom_ops
- seniority: practitioner
- pain_points: Struggling to overcome mental blocks about starting a high-ticket ecommerce business, Frustrated by lack of clear, proven strategies for sourcing and scaling high-margin products, Anxious about the financial risk of launching without a guaranteed sales pipeline
- posts_analysed: 8
- 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: 82
- authenticity_basis: engagement_observed
- credibility_score: 82
- 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_ecomtrevor#c2c0c16a] Never getting sick of these notifications https://t.co/XzKD5UTT7m (https://twitter.com/ecomTrevor)
- [x_ecomtrevor#6372bb55] The amount of stupidity is mind-boggling. Just exposes how much you really know. https://t.co/sLrarZyCPT
- [x_ecomtrevor#58495d8b] $13.8K in 1 order, and you're still deciding if you should start or not. https://t.co/nn0APa4bnU
- [x_ecomtrevor#7d3c3a31] Just lock in anon https://t.co/2Hg0aovibo
- [x_ecomtrevor#7986eb49] High Ticket Ecom Changed my life https://t.co/9FMstbrosU
- [x_ecomtrevor#10434a38] High ticket suppliers + Google Ads = Sales like this https://t.co/6KUbQtYb3v https://t.co/p1AyBsjqD3
- [x_ecomtrevor#bee75288] Best thing about Ecom: Credit Card Reward Points https://t.co/T8Q7FDOhYP
- [x_ecomtrevor#f32d0341] Why haven’t you started? https://t.co/Q4ZW4mMoLi

## 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: 11
- 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_ecomtrevor
- Request removal: https://koinonlink.com/claim?k=x_ecomtrevor
- Terms: https://koinonlink.com/for-ai