# AURORA (@aurora01180) on tiktok

- id: koinon:creator:tiktok_aurora01180
- url: https://koinonlink.com/kol/tiktok/aurora01180
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: aurora01180
- platform_url: https://www.tiktok.com/@aurora01180
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 10035
- following: 6
- 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: software
- subcategory: martech
- category_confidence: 0.7
- category_source: derived_from_recent_content
- topics: OEM/ODM automotive LED lighting, B2B wholesale strategies for dealers, Off-road and work lighting upgrades, Quality control and factory direct benefits, Building long-term supplier partnerships
- bio: 15yr Auto LED Mfr.
| OEM/ODM | Global |
szaurora.com
DM me →WA [contact removed]

## Audience (inferred)
- status: present
- description: B2B buyers and decision makers in automotive parts distribution, including wholesalers, auto parts stores, off-road shops, and importers seeking LED lighting suppliers
- roles: sales
- seniority: decision_maker
- pain_points: Poor product fitment turning single sales into warranty problems, High defect rates and returns from unchecked suppliers, Low order values from one-off sales instead of packaged solutions, Inability to quickly reorder, customize, or update product lines
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.4
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 44
- authenticity_basis: profile_shape_only
- credibility_score: 44
- 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_aurora01180#6c3d4a67] Build Your Automotive Brand With Products Ready For Market Growth #AutomotiveIndustry #LEDLighting #B2B #OEM #ODM #PrivateLabel #Auroa (https://www.tiktok.com/@aurora01180)
- [tiktok_aurora01180#2ace822e] original sound - aurora01180
- [tiktok_aurora01180#e09f026a] It is a becoming a big trend on TikTok now! Click here: automotiveindustry
- [tiktok_aurora01180#1c9ea713] Check out AURORA’s video! #TikTok >
- [tiktok_aurora01180#7c9ed699] The Right Product Helps Dealers Win More Than Just One Sale #AutoParts #CarAccessories #B2B #OEM #ODM #WholesaleDealer #Auroa
- [tiktok_aurora01180#d8563e79] Generic Lights Compete On Price, Better Lighting Creates Demand #CarModification #AutomotiveLighting #B2B #OEM #ODM #AutoPartsSupplier #Auroa
- [tiktok_aurora01180#00024415] Upgrade Your Automotive Line With Next-Level LED Lighting Solutions #AutomotiveLighting #LEDHeadlights #B2B #OEM #ODM #AutoPartsDealer #Auroa
- [tiktok_aurora01180#c619f876] Don’t Sell Another Flashlight, Sell A Better Experience #ConsumerElectronics #LEDFlashlight #B2B #OEM

## 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=60, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=60, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=60, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=60, 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=60, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=112, 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=60, 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=112, 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=112, method=platform_profile

## Freshness
- profile_checked_days_ago: 112
- content_analysed_days_ago: 60
- audience_updated_days_ago: 60

## AI retrieval
- indexing_requests: 15
- 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_aurora01180
- Request removal: https://koinonlink.com/claim?k=tiktok_aurora01180
- Terms: https://koinonlink.com/for-ai