# Shivam Autozone (@ShivamAutozone) on x

- id: koinon:creator:x_shivamautozone
- url: https://koinonlink.com/kol/x/ShivamAutozone
- schema_version: 1.4

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

## Reach
- followers: 2377
- following: 10
- posts_total: 12357
- posts_observed: 3
- posts_per_day: 2.332
- account_age_days: 5299
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00084
- best_post_interactions: 2
- 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: crossborder
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: Maruti Suzuki Brezza model updates, car valuation and transparent selling, SUV purchase/exchange/finance in Mumbai region
- bio: Maruti Suzuki SUV Expert: Mumbai, Thane & Palghar. 🚗Buy/Exchange/Service/Finance. 30+ Outlets | 1L+ Happy Families. Book Victoris, Ertiga & Brezza 👇DM now!

## Audience (inferred)
- status: present
- description: Mumbai/Thane/Palghar residents interested in buying, selling or servicing Maruti Suzuki SUVs like Brezza
- roles: consumer
- seniority: consumer
- pain_points: figuring out a car's real market value without hidden costs, spotting differences between old and new car models before buying, finding transparent inspection and exchange processes locally
- posts_analysed: 2
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.1
- promotion_intent: 0.3
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 72
- authenticity_basis: engagement_observed
- credibility_score: 72
- 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
- [x_shivamautozone#716bd68d] Think you know the Brezza? 🤔 Put your observation skills to the test! Can you spot 5 changes in the New Maruti Suzuki Brezza 2026 Sporty SUV compared to the old one? 🚙🔍 Let's see who's a true Brezza Sporty SUV fan! Drop your answers in the comments below! 👇✨ 📍 Visit us at: M (https://twitter.com/ShivamAutozone/status/2070747706335879251)
- [x_shivamautozone#a8ded079] Know your car's true value with zero hidden surprises! 🚗✨ From professional inspections to a completely transparent process, selling or evaluating your car has never been this easy. Want the best valuation? Book an at-home evalua

## 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=67, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=80, 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=80, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=111, 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=80, 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=111, 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=111, method=platform_profile

## Freshness
- profile_checked_days_ago: 111
- content_analysed_days_ago: 80
- audience_updated_days_ago: 67

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