# Ariana Daris (@arianadaris) on tiktok

- id: koinon:creator:tiktok_arianadaris
- url: https://koinonlink.com/kol/tiktok/arianadaris
- schema_version: 1.4

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

## Reach
- followers: 4390
- following: 86
- posts_observed: 1
- 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: lifestyle
- subcategory: home_living
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: WFH desk setups and setup tours, 3D printing useful office items, Mechanical keyboards and typing ASMR, Cozy home office decor and lighting, Work from home routines and resets, Houseplants in office spaces
- bio: creating a warm, cozy life 
wfh • tech • desk setup
[contact removed] • AZ
🤍💻🌱

## Audience (inferred)
- status: present
- description: Remote workers and tech professionals (especially devs) who enjoy aesthetic, cozy home office setups and want inspiration for desk accessories, 3D prints, and keyboards
- roles: consumer
- seniority: consumer
- pain_points: Finding functional yet visually appealing desk accessories and tech gear, Managing cable clutter and creating a clean, lived-in workspace, Making a home office feel cozy and motivating instead of sterile, Personalizing setups with custom items like 3D prints without spending too much
- posts_analysed: 100
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.4
- promotion_intent: 0.2
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 39
- authenticity_basis: profile_shape_only
- credibility_score: 39
- 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_arianadaris#d69ac750] some tech i use daily that have made working from home easier! 🤍🫶🏼 #wfhessentials #wfh #workfromhome #desksetup #setuptour (https://www.tiktok.com/@arianadaris)
- [tiktok_arianadaris#fb861bd4] Chillwaves (Lofi)
- [tiktok_arianadaris#45827fb1] It is a becoming a big trend on TikTok now! Click here: wfhessentials
- [tiktok_arianadaris#eba85dc2] Check out Ariana Daris’s video! #TikTok >
- [tiktok_arianadaris#6b7e645e] Search:
- [tiktok_arianadaris#b6b47e6e] WFH Desk Setup
- [tiktok_arianadaris#a8127824] my favorite useful 3D prints in my office! 🤍🫶🏼 #3dprinting #3dprint #useful3dprints #desksetup #homefinds
- [tiktok_arianadaris#6717b2d3] Study Routine (Lofi)

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

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=76, 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=76, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=80, 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=76, 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=80, 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=80, method=platform_profile

## Freshness
- profile_checked_days_ago: 80
- content_analysed_days_ago: 76
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 9
- 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_arianadaris
- Request removal: https://koinonlink.com/claim?k=tiktok_arianadaris
- Terms: https://koinonlink.com/for-ai