# AIgengda grow light (@aigengda.lighting) on tiktok

- id: koinon:creator:tiktok_aigengda.lighting
- url: https://koinonlink.com/kol/tiktok/aigengda.lighting
- schema_version: 1.4

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

## Reach
- followers: 2453
- following: 1
- posts_observed: 6
- verified: false
- size_tier: nano

## 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: ecommerce
- subcategory: supply
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Grow light features and customization options, Undercanopy and supplemental lighting for yield increase, Farm installations and shipped orders, Product testing, dimming consistency, and quality assurance, Distributor recruitment and large-size lights
- bio: ETLDLC Whatsapp:[contact removed] website:www.aigengda.com
email:[contact removed]

## Audience (inferred)
- status: present
- description: Vertical farm, greenhouse, and indoor agriculture operators plus equipment distributors seeking commercial LED grow lights
- roles: none
- seniority: decision_maker
- pain_points: Finding reliable grow lights with consistent dimming and stable drivers for large installations, Achieving even coverage and higher yields using undercanopy or supplemental lighting, Getting customizable spectra and sizes that fit different growth stages and farm layouts, Sourcing high-spec lights (Samsung/Osram chips) at distributor-friendly pricing
- 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: 36
- authenticity_basis: profile_shape_only
- credibility_score: 36
- 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_aigengda.lighting#9a05e502] For ease of installation, our driver has a clip that attaches directly to the grow light, making it very convenient. The brightness can also be adjusted directly on the driver,Will it be available on your farm or in your greenhouse?#ledgrowlight #indoorplants #verticalfarming #gr (https://www.tiktok.com/@aigengda.lighting)
- [tiktok_aigengda.lighting#1f0825f1] Same Ol'
- [tiktok_aigengda.lighting#0db5b494] It is a becoming a big trend on TikTok now! Click here: ledgrowlight
- [tiktok_aigengda.lighting#565b563e] Check out AIgengda grow light’s video! #TikTok >
- [tiktok_aigengda.lighting#18b387b0] How can this grow light  be improved to make you like it? Many people ask, but few people place orders#ledgrowlight #indoorplants #greenhouse #verticalfarming #growlights
- [tiktok_aigengda.lighting#e63d88bd] Monster
- [tiktok_aigengda.lighting#4165cbf3] Another farm is equipped with our lights, Customer satisfaction is our driving force for continuous progress#ledgrowlight #greenhouse #verticalfarming #indoorplants #growlights
- [tiktok_aigengda.lighting#816c52fd] No

## 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=57, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=57, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=57, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=57, 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=57, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=62, 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=57, 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=62, 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=62, method=platform_profile

## Freshness
- profile_checked_days_ago: 62
- content_analysed_days_ago: 57
- audience_updated_days_ago: 57

## AI retrieval
- indexing_requests: 8
- 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_aigengda.lighting
- Request removal: https://koinonlink.com/claim?k=tiktok_aigengda.lighting
- Terms: https://koinonlink.com/for-ai