# Roshan Ahmad (@roshan_ecom_official) on tiktok

- id: koinon:creator:tiktok_roshan_ecom_official
- url: https://koinonlink.com/kol/tiktok/roshan_ecom_official
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: roshan_ecom_official
- platform_url: https://www.tiktok.com/@roshan_ecom_official
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2656
- following: 3
- posts_observed: 1
- verified: false
- 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: ecommerce
- subcategory: dropship
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Shopify store setup and optimization, Finding winning products, Common ecommerce mistakes and how to avoid them, Done-for-you store + ads packages, Starting ecommerce in Pakistan, Product research and marketing strategy
- bio: Roshan | Ecommerce Setup
Shopify Store Full Setup
DM “STORE” to Start
3447707165

## Audience (inferred)
- status: present
- description: Pakistani beginners trying to start their first Shopify-based ecommerce store with TikTok ads and COD model
- roles: ecom_ops
- seniority: learner
- pain_points: Confusion on where to start and what steps to follow for an online store, Choosing random products that don't sell despite views, Building a store but getting zero sales due to weak ads or strategy, Getting overwhelmed by free YouTube tutorials without clear results
- posts_analysed: 40
- confidence: 0.75

## 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: 37
- authenticity_basis: profile_shape_only
- credibility_score: 37
- 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
- [tiktok_roshan_ecom_official#5a2100e0] Shopify store banana nahi aata? 🤔 Main aapki help kar sakta hoon. 🚀 Professional Shopify Store + TikTok Agency Ad Account Setup 🇵🇰 Beginners ke liye perfect solution 📦 Follow karo aur DM STORE #shopify #ecommerce #pakistanbusiness #businesstips #fyp (https://www.tiktok.com/@roshan_ecom_official)
- [tiktok_roshan_ecom_official#c3f4147c] original sound - roshan_ecom_official
- [tiktok_roshan_ecom_official#f4851e37] It is a becoming a big trend on TikTok now! Click here: shopify
- [tiktok_roshan_ecom_official#107c2204] Check out Roshan Ahmad’s video! #TikTok >
- [tiktok_roshan_ecom_official#b9feec5c] Ecommerce me sab se mehngi galti kya hoti hai? 🤔 Sirf store par budget kharch mat karo ❌ Product research + marketing hi real game hai 📦 Follow for daily ecommerce tips 🚀 #ecommercetips #shopify #businesstips #fyp #LearnOnTikTok
- [tiktok_roshan_ecom_official#4fd37d02] Ecommerce ka pehla step kya hai? 🤔 Store nahi… winning product 📦 Product first, store second 🚀 #e#ecommercetipsw#winningproductb#businesstipsf#fyplearnontik

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=57, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=57, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=57, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=57, 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=57, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=89, 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=57, 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=89, 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=89, method=platform_profile

## Freshness
- profile_checked_days_ago: 89
- content_analysed_days_ago: 57
- audience_updated_days_ago: 57

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