# JOHNBOYSCONTENT416 (@johnboyscontent416) on tiktok

- id: koinon:creator:tiktok_johnboyscontent416
- url: https://koinonlink.com/kol/tiktok/johnboyscontent416
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: johnboyscontent416
- platform_url: https://www.tiktok.com/@johnboyscontent416
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 123994
- following: 3461
- posts_observed: 1
- 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: lifestyle
- subcategory: home_living
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: OBD2 car diagnostic scanners, Power tools and impact wrenches, Motorcycle phone mounts, Welding equipment and helmets, Travel adapters and outdoor gadgets
- bio: https://linktr.ee/Johnboy1960
Email - [contact removed]
TIKTOK SHOP AFFILIATE / PRODUCT REVIEWS

## Audience (inferred)
- status: present
- description: DIY homeowners, hobby mechanics, and tradespeople looking for affordable tools, car diagnostic gear, and practical gadgets
- roles: consumer
- seniority: consumer
- pain_points: Paying high mechanic fees for simple car issues they could diagnose themselves, Finding durable tools that won't break the bank or fail on the job, Needing reliable accessories for motorcycles, fishing, welding, or travel without overpaying, Keeping up with deals on power tools, pressure washers, and diagnostic scanners
- posts_analysed: 40
- confidence: 0.75

## 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: 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_johnboyscontent416#e68ceebd] diagnose your car like a pro @mucar official  #mucar #dealsforyoudays #fyp #scanner #tools (https://www.tiktok.com/@johnboyscontent416)
- [tiktok_johnboyscontent416#808276ae] original sound - johnboyscontent416
- [tiktok_johnboyscontent416#1b43dcdb] It is a becoming a big trend on TikTok now! Click here: mucar
- [tiktok_johnboyscontent416#3f81e7dc] Check out JOHNBOYSCONTENT416’s video! #TikTok >
- [tiktok_johnboyscontent416#63c6d7f1] this chainsaw has serious power @VEVOR Store  #vevor #chainsaw #dealsforyoudays #fyp #tools
- [tiktok_johnboyscontent416#4c104887] Lamicall Motorcycle Phone Mount @Lamicall  #lamicall #phonemount #phone #mount #motorcycle #motorcyclephonemount #johnboyscreepycontent416 #viralvideo #fyp #springsale #fypシ゚viral #tiktokshopspringglowup #springglowup #phoneaccessorie
- [tiktok_johnboyscontent416#06f949ad] this impact wrench is a BEAST! @Niuwork Pro  #Niuworkpro #summersales #fyp #tools #toolkit
- [tiktok_johnboyscontent416#6abcea8f] the ultimate 60 - second party game @Wild Guess Games  #wildguessgames #games #fyp #dealsforyoudays #summersales

## 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=71, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=71, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=71, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=71, 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=71, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=71, 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=71, 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=71, 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=71, method=platform_profile

## Freshness
- profile_checked_days_ago: 71
- content_analysed_days_ago: 71
- audience_updated_days_ago: 71

## AI retrieval
- indexing_requests: 14
- 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_johnboyscontent416
- Request removal: https://koinonlink.com/claim?k=tiktok_johnboyscontent416
- Terms: https://koinonlink.com/for-ai