# enrightauto (@enrightauto) on tiktok

- id: koinon:creator:tiktok_enrightauto
- url: https://koinonlink.com/kol/tiktok/enrightauto
- schema_version: 1.2

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

## Reach
- followers: 124328
- following: 225
- posts_observed: 2
- verified: false
- size_tier: kol

## 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: devtools
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Milwaukee right-angle impacts and ratchets, Makita cordless tools performance, Snap-on torque wrenches and drivers, Honda head gasket and crank pulley repairs, Toolbox organization and new tool hauls, Wheel bearing and impact wrench tool reviews
- bio: https://learn.steercrm.com/enright

## Audience (inferred)
- status: present
- description: Automotive technicians and mechanics who buy and use professional power tools for vehicle repairs
- roles: none
- seniority: practitioner
- pain_points: Finding compact high-torque tools that fit tight engine bays without sacrificing power, Comparing expensive brand-name tools (Snap-on, Milwaukee) against cheaper alternatives for value, Dealing with stubborn fasteners on specific vehicles like Honda 1.5T/2.0 hybrids, Keeping up with new tool releases and deciding which upgrades are worth the cost
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: profile_shape_only
- 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
- [tiktok_enrightauto#51c0a0e8] Replying to @awildmagpie hope this video helps clear some things up. Also this is all conjecture of course because I’ve not seen your vehicle, I’ve not diagnosed it and I’m going off information you have given as well but we see situations like this a lot and our communication as (https://www.tiktok.com/@enrightauto)
- [tiktok_enrightauto#3095ff7e] original sound - enrightauto
- [tiktok_enrightauto#a7755399] Check out enrightauto’s video! #TikTok >
- [tiktok_enrightauto#98e1a51f] Clean your hubs
- [tiktok_enrightauto#000d9793] Let Em Know We're Here
- [tiktok_enrightauto#c43b9254] Honda 1.5t and 2.0 hybrid head gasket warranty extension
- [tiktok_enrightauto#d16d1d84] Milwaukee right angle 1/2” impact
- [tiktok_enrightauto#6b7e645e] Search:

## 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=28, 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=28, 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=28, method=platform_profile

## Freshness
- profile_checked_days_ago: 28
- 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_enrightauto
- Request removal: https://koinonlink.com/claim?k=tiktok_enrightauto
- Terms: https://koinonlink.com/for-ai