# Vinay Jain (@vinayjain404) on x

- id: koinon:creator:x_vinayjain404
- url: https://koinonlink.com/kol/x/vinayjain404
- schema_version: 1.4

## Identity
- platform: x
- handle: vinayjain404
- platform_url: https://twitter.com/vinayjain404
- website: https://www.usenotch.ai/ai-growth-marketer/?utm_source=twitter_bio
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2869
- following: 3975
- posts_total: 1462
- posts_observed: 13
- posts_per_day: 0.265
- account_age_days: 5516
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00523
- best_post_interactions: 15
- 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: software
- subcategory: ai_tools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: AI agents for paid social, ChatGPT integration with ad tools, Automating ad team workflows
- bio: Building the autonomous AI agent for paid social | Co-Founder @usenotchai | Ex-Meta

## Audience (inferred)
- status: present
- description: Paid social advertisers and growth marketers running ad campaigns, primarily practitioners handling daily operations like creative testing and competitor research
- roles: ads
- seniority: practitioner
- pain_points: Endless manual grind of refreshing creatives and monitoring accounts, Time-consuming ad research and competitor stalking, Difficulty scaling ad operations without expanding team headcount
- posts_analysed: 2
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.95
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: engagement_observed
- credibility_score: 58
- 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_vinayjain404#7625c305] Notch MCP now connects to ChatGPT. 15 live ads from the research already sitting inside your ChatGPT. Built in minutes. Never left the chat. ChatGPT holds everything about your brand, your customers, and your market. Notch MCP is the ad agent that puts it to work - → Turns that r (https://twitter.com/vinayjain404)
- [x_vinayjain404#9f724d16] Your whole ad team is now a single hire. Meet Max by Notch. Your AI growth marketer. The ad grind never ends. Check the account. Refresh creative. Stalk competitors. Read the numbers. Again tomorrow. Forever. Max does the whole job (No CLI. No API keys. No Claude Cowork setup) - 

## 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=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=76, 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=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=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=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: 81
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 8
- 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_vinayjain404
- Request removal: https://koinonlink.com/claim?k=x_vinayjain404
- Terms: https://koinonlink.com/for-ai