# Rohit (@ai_rohitt) on x

- id: koinon:creator:x_ai_rohitt
- url: https://koinonlink.com/kol/x/ai_rohitt
- schema_version: 1.4

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

## Reach
- followers: 33879
- following: 19
- posts_total: 12392
- posts_observed: 7
- posts_per_day: 17.882
- account_age_days: 693
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00133
- best_post_interactions: 45
- 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: 0.95
- category_source: derived_from_recent_content
- topics: AI automation for e-commerce, AI agents for store operations, e-commerce scaling for solo founders, AI-powered product sourcing and listing, AI in ad and pricing management, supervised AI for e-commerce

## Audience (inferred)
- status: present
- description: Solo founders and small e-commerce operators looking to automate their online stores with AI agents
- roles: ecom_ops
- seniority: practitioner
- pain_points: Struggling to manage multiple e-commerce tasks like product sourcing, listing creation, and ad management alone, Finding it hard to scale without hiring more team members, Worried about AI making unapproved decisions without oversight, Lacking time to focus on strategy due to operational overload
- posts_analysed: 12
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 82
- authenticity_basis: engagement_observed
- credibility_score: 82
- 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_ai_rohitt#f8f38ec5] 🤯 What if AI could run your entire e-commerce store? (https://twitter.com/ai_rohitt/status/2062997303703855566)
- [x_ai_rohitt#e75457da] Meet SellerClaw — a team of AI agents that can run your store across Shopify, eBay, and more.
- [x_ai_rohitt#6974127e] ✓ Product sourcing
- [x_ai_rohitt#551a6f22] ✓ Listing creation
- [x_ai_rohitt#616016d5] ✓ Ad management
- [x_ai_rohitt#ee02773a] ✓ Pricing optimization
- [x_ai_rohitt#283d7d96] ✓ Customer support
- [x_ai_rohitt#496f894d] All coordinated by a Supervisor AI that you control.

## 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=79, 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=79, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=121, 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=79, 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=121, 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=121, method=platform_profile

## Freshness
- profile_checked_days_ago: 121
- content_analysed_days_ago: 79
- audience_updated_days_ago: 20

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