# Singh (@imsehej) on x

- id: koinon:creator:x_imsehej
- url: https://koinonlink.com/kol/x/imsehej
- schema_version: 1.4

## Identity
- platform: x
- handle: imsehej
- platform_url: https://twitter.com/imsehej
- website: https://cal.com/imsehej/distribution
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 5771
- following: 154
- posts_total: 35831
- posts_observed: 25
- posts_per_day: 28.551
- account_age_days: 1255
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.013
- best_post_interactions: 75
- 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: 0.8
- category_source: derived_from_recent_content
- topics: DMs monetization, X/Twitter lead generation, rejecting 9-5 for grind, scaling consulting offers, ecom brand networking
- bio: scaling offers on X

## Audience (inferred)
- status: present
- description: Online entrepreneurs and offer scaling practitioners who primarily execute DM sales and lead generation on X/Twitter
- roles: sales
- seniority: practitioner
- pain_points: How to consistently generate inbound leads from low-visibility posts, How to convert traffic into high-ticket consultations or offer sales via DMs, The pressure of sustaining income after leaving a stable 9-5, relying solely on personal branding, Connecting with high-value ecom or consulting clients despite lacking confidence in offer pricing or delivery capacity
- posts_analysed: 5
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 79
- authenticity_basis: engagement_observed
- credibility_score: 79
- 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_imsehej#5950a496] there’s so much money to be made in DMs (https://twitter.com/imsehej/status/2018566948360269947)
- [x_imsehej#631b5c7e] i think it was like $15 mill... $10 mill... $5 mill.... or something like that to keep working a 9-5 till i turn 40 i turnt it down just to... yknow... grind from twitter i was pretty young tho https://t.co/MURnH7h7m9
- [x_imsehej#f866b152] these posts get: - less than 1k views - 10+ inbound leads lesson in there
- [x_imsehej#3f317a01] imagine hating and im just chilling on the streets of chandigarh rainy weather, perfect wind life’s beautiful get a life anon https://t.co/CnBB2hinyS
- [x_imsehej#1422fdba] Jake runs an ecom brand worth $50M+/yr and i just talked to him for 26 minutes straight he's wants to make at least $50k/m with a consulting offer but doesn't know how it's done most ecom consultants on X are invisible to the people who would actually pay them and extremely visib

## 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=77, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=77, 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: 77

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