# O'Rileys Autos (@orileysautos) on tiktok

- id: koinon:creator:tiktok_orileysautos
- url: https://koinonlink.com/kol/tiktok/orileysautos
- schema_version: 1.2

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

## Reach
- followers: 63698
- following: 66
- posts_observed: 5
- 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: software
- subcategory: ai_tools
- category_confidence: 0.85
- category_source: derived_from_discovery_path
- topics: DPF cleaning and deletes, Brake and suspension repairs, Mechanic humor and customer stories, Alternator chargers and power accessories, Diesel vehicle maintenance

## Audience (inferred)
- status: present
- description: Car owners and diesel vehicle enthusiasts in Ireland seeking practical repairs, DPF solutions, and mobile mechanic tips, plus some fellow mechanics
- roles: consumer
- seniority: consumer
- pain_points: Expensive or unreliable professional repairs, DPF clogging and emissions issues on diesel cars, Confusion over DIY fixes like brake pad greasing or part replacements, Government regulations and costs affecting vehicle maintenance
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.2
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 54
- authenticity_basis: profile_shape_only
- credibility_score: 54
- 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_orileysautos#0160ba43] teaching my son how to do a DPF delete of Diesel Particulate Filter lol Matilda Danny devito (https://www.tiktok.com/@orileysautos)
- [tiktok_orileysautos#c0074c5d] original sound - orileysautos
- [tiktok_orileysautos#5beeedc8] MATILDA
- [tiktok_orileysautos#15024ae3] Check out O'Rileys Autos’s video! #TikTok >
- [tiktok_orileysautos#6b7e645e] Search:
- [tiktok_orileysautos#ea652ea1] matilda carss
- [tiktok_orileysautos#3dcfb806] let's Settle This lol 😆  should you grease the new brake pads #cars #orileysautos #mechanic #mobilemechanic #brakes
- [tiktok_orileysautos#18e2ac2a] It is a becoming a big trend on TikTok now! Click here: cars

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

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=21, 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=0, 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=21, 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=21, method=platform_profile

## Freshness
- profile_checked_days_ago: 21
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

## AI retrieval
- indexing_requests: 1
- 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_orileysautos
- Request removal: https://koinonlink.com/claim?k=tiktok_orileysautos
- Terms: https://koinonlink.com/for-ai