# Vjay Mistry (@Transformer_19) on x

- id: koinon:creator:x_transformer_19
- url: https://koinonlink.com/kol/x/Transformer_19
- schema_version: 1.4

## Identity
- platform: x
- handle: Transformer_19
- platform_url: https://twitter.com/Transformer_19
- website: https://cutt.ly/rwKnfzGi
- country: India
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1691
- following: 3048
- posts_total: 22056
- posts_observed: 9
- posts_per_day: 4.92
- account_age_days: 4483
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.01833
- best_post_interactions: 31
- 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: Affiliate marketing, Discount and coupon codes, E-commerce deals, Online money-making strategies, Digital marketing for beginners, Promoting products via deals and sales
- bio: I am an Internet marketer. I teach people to #makemoneyonline,  #affiliatemarketing and #digitalmarketing. Click the link below to learn the easiest way to it.

## Audience (inferred)
- status: present
- description: People looking to make money online through affiliate marketing, especially those interested in discount codes and deals for e-commerce purchases
- roles: ads
- seniority: practitioner
- pain_points: Struggling to find reliable and up-to-date coupon codes to promote for affiliate income, Having difficulty driving traffic to affiliate links due to low conversion rates from generic deals, Finding it hard to stand out in a crowded affiliate marketing space with low-value content
- 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: 46
- authenticity_basis: engagement_observed
- credibility_score: 46
- flagged_for_review: false
- koinon_bd_grade: B — 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_transformer_19#b5feefae] Dell Refurbished Computers Coupon Codes | 50% off Any Latitude 5550 Laptop | Dell Refurbished Computers Coupons and Deals for August 2026 https://t.co/UFC8fLPBGd via @yazingllc #coupons #deals #discounts (https://twitter.com/Transformer_19/status/1575568606556872704)
- [x_transformer_19#b6101b3d] DealFuel Coupon Codes | Extra 50% off Top Video Tools. | DealFuel Coupons and Deals for August 2026 https://t.co/CXTnHsc6hg via @yazingllc #coupons #deals #discounts
- [x_transformer_19#2cc7ada6] Clearly Coupon Codes | Ray-Ban, Oakley & more: 50% off your complete pair. Use code SPECIAL50 | Clearly Coupons and Deals for August 2026 https://t.co/9lRmz2E5IP via @yazingllc #coupons #deals #discounts
- [x_transformer_19#097f2e05] Bruno Marc Coupon Codes | Up to 61% off Men's Shoes Sale | Bruno Marc Coupons and Deals for August 2026 https://t.co/48aC4TnwRh via @yazingllc #coupons #deals #discounts
- [x_transformer_19#07fcc9b4] Body Jewelry Coupon Codes | Buy One, Get One 50% off Select items | Body Jewelry Coupons and Deals for August 2026 https://t.co/8lCUh3AVrr via

## 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=21, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=21, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=21, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=81, 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=81, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=109, 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=81, 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=109, 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=109, method=platform_profile

## Freshness
- profile_checked_days_ago: 109
- content_analysed_days_ago: 81
- audience_updated_days_ago: 21

## AI retrieval
- indexing_requests: 12
- 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_transformer_19
- Request removal: https://koinonlink.com/claim?k=x_transformer_19
- Terms: https://koinonlink.com/for-ai