# Darling Authority (@darlingauthority) on tiktok

- id: koinon:creator:tiktok_darlingauthority
- url: https://koinonlink.com/kol/tiktok/darlingauthority
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: darlingauthority
- platform_url: https://www.tiktok.com/@darlingauthority
- website: https://amzn.to/3OR7Wm6
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 326590
- following: 7
- 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: ecommerce
- subcategory: dtc_brand
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: boutique owner day-in-the-life and packing orders, small business journey, rebranding and motivation, store pop-ups, expansions and trade show events like MAGIC, inventory unboxing and new arrivals, behind-the-scenes retail operations and store setup
- bio: 📍orl
that one boutique owner 
best girl squad on the internet 
code “TIKTOK” 🤠

## Audience (inferred)
- status: present
- description: Women running or starting small clothing boutiques (online + pop-up/physical), mostly independent owners and aspiring boutique entrepreneurs
- roles: ecom_ops
- seniority: decision_maker
- pain_points: loneliness and lack of community as solo entrepreneurs, inconsistent social media engagement and content burnout, inventory sourcing, order packing logistics, and retail operations, finding good pop-up/store locations and scaling beyond one shop
- posts_analysed: 90
- confidence: 0.9

## 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_darlingauthority#1d3f0511] So thankful for everyone that supports my small business 🥺💗 here’s how I pack your orders! #boutique #SmallBusiness #fyp #hoopsathome #packing (https://www.tiktok.com/@darlingauthority)
- [tiktok_darlingauthority#d9da102c] original sound - darlingauthority
- [tiktok_darlingauthority#e195521c] It is a becoming a big trend on TikTok now! Click here: boutique
- [tiktok_darlingauthority#fbce3ed5] Check out Darling Authority’s video! #TikTok >
- [tiktok_darlingauthority#8765093d] 2024 was a year of growth, change, and finding my spark again!! From rebranding and building my community to learning the value of rest, this year taught me so much about what’s possible when you trust the process and invest in the right things 🫶  As I look ahead to 2025, I’m ex

## 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=59, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=59, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=59, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=59, 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=59, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=69, 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=59, 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=69, 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=69, method=platform_profile

## Freshness
- profile_checked_days_ago: 69
- content_analysed_days_ago: 59
- audience_updated_days_ago: 59

## AI retrieval
- indexing_requests: 11
- 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_darlingauthority
- Request removal: https://koinonlink.com/claim?k=tiktok_darlingauthority
- Terms: https://koinonlink.com/for-ai