# OVO AUTO (@ovoauto) on tiktok

- id: koinon:creator:tiktok_ovoauto
- url: https://koinonlink.com/kol/tiktok/ovoauto
- schema_version: 1.4

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

## Reach
- followers: 11527
- following: 3
- posts_observed: 1
- verified: false
- size_tier: koc

## 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: lifestyle
- subcategory: home_living
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: universal sockets and multi-use mechanic tools, DIY wheel alignment and car maintenance, avoiding overpriced shop labor, oil filter wrenches and pulley tools, life hacks for garage repairs
- bio: 🚗 Your go-to for car accessories.
📦 Fast shipping & great prices.
👇 Shop our best sellers below!

## Audience (inferred)
- status: present
- description: DIY car owners and home mechanics who fix their own vehicles to avoid shop fees
- roles: consumer
- seniority: consumer
- pain_points: struggling with rusted or stuck bolts without effective tools, overpaying for simple repairs at dealerships or shops, dealing with inefficient or damaged tools that waste time, lugging heavy toolboxes and needing multiple sockets for different bolts
- posts_analysed: 15
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 45
- authenticity_basis: profile_shape_only
- credibility_score: 45
- 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_ovoauto#734d1bcf] No fake demos here, this universal socket rips frozen, rusted bolts straight off real cars. #handyman #tooltok #DIY #garage #carrepair (https://www.tiktok.com/@ovoauto)
- [tiktok_ovoauto#a60f9b0f] original sound - ovoauto
- [tiktok_ovoauto#b992a26c] It is a becoming a big trend on TikTok now! Click here: handyman
- [tiktok_ovoauto#b27c70a5] Check out OVO AUTO’s video! #TikTok >
- [tiktok_ovoauto#7d2651a5] Stop letting bent condenser fins ruin your AC's airflow and efficiency #hvac #coolingtips #homeimprovement #savemoney #lifehacks
- [tiktok_ovoauto#cacc2079] Black White
- [tiktok_ovoauto#75adc938] The person who designed this tool is a genius for solving the nightmare of stuck pulleys... #mechanic #tooltok #cartok #mechaniclife #autorepair
- [tiktok_ovoauto#4f16ee55] Whether you’re upgrading your ride or just making some much needed repairs, show us your inner #mechanic

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

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=53, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=53, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=53, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=53, 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=53, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=53, 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=53, 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=53, 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=53, method=platform_profile

## Freshness
- profile_checked_days_ago: 53
- content_analysed_days_ago: 53
- audience_updated_days_ago: 53

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