# Gurnoor Singh (@gurnoor__) on x

- id: koinon:creator:x_gurnoor__
- url: https://koinonlink.com/kol/x/gurnoor__
- schema_version: 1.4

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

## Reach
- followers: 1126
- following: 564
- posts_total: 18034
- posts_observed: 48
- posts_per_day: 11.501
- account_age_days: 1568
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.06039
- best_post_interactions: 68
- 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: dtc_brand
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Ad ideation for e-commerce, Psychological triggers in advertising, Scaling health and wellness brands, Action thresholds in consumer behavior
- bio: Founder @ Ascensionn | Scaling Health/Wellness Brands to 8-Figures

## Audience (inferred)
- status: present
- description: E-commerce founders and growth marketers focused on scaling health and wellness brands to 8 figures
- roles: ecom_ops
- seniority: practitioner
- pain_points: Struggling to generate high-converting ad ideas consistently, Finding it hard to overcome psychological barriers that prevent users from taking action, Lacking a systematic approach to ad ideation and optimization
- posts_analysed: 2
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 1
- promotion_intent: 1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 61
- authenticity_basis: engagement_observed
- credibility_score: 61
- 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_gurnoor__#eb42bbc6] 🚨CALLING ALL ECOM BROS I’m giving away our 8-Figure Ad Ideation System for free. Ideation is the most important step of creating an ad, yet almost nobody talks about it. Everyone focuses on scripts, creators, editing and media buying, but all of that happens after the idea has a (https://twitter.com/gurnoor__)
- [x_gurnoor__#21fdec9e] your ad can convince anyone to buy anything if you know how to manipulate this one thing: Action thresholds. this is how humans take actions (like buying) found a video on how you can use action thresholds to manipulate consumer be

## 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=80, 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=80, 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=80, 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: 80
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 6
- 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_gurnoor__
- Request removal: https://koinonlink.com/claim?k=x_gurnoor__
- Terms: https://koinonlink.com/for-ai