# Nathalia Spade (@l_beautiful1) on x

- id: koinon:creator:x_l_beautiful1
- url: https://koinonlink.com/kol/x/l_beautiful1
- schema_version: 1.4

## Identity
- platform: x
- handle: l_beautiful1
- platform_url: https://twitter.com/l_beautiful1
- website: https://linktr.ee/p4ffq2nyrz
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 11616
- following: 6548
- posts_total: 43334
- posts_observed: 1
- posts_per_day: 19.878
- account_age_days: 2180
- verified: true
- 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: ai_tools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: AI prompt engineering and image/video generation, Creative challenges and memes, Lifestyle and travel posts, Community events and music support
- bio: Content creator & video storyteller 🎬 | AI-powered visuals • Lifestyle • Real life | Affiliation: https://t.co/d0v0xNtPWw

## Audience (inferred)
- status: present
- description: AI image/video prompt engineers and generative art hobbyists who participate in creative challenges and share visuals
- roles: general_ai
- seniority: practitioner
- pain_points: Finding effective prompts for high-quality AI visuals, Staying inspired for daily creative challenges, Building engagement in AI art communities, Balancing AI creation with lifestyle content
- posts_analysed: 20
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 66
- authenticity_basis: profile_shape_only
- credibility_score: 66
- flagged_for_review: false
- koinon_bd_grade: A — 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
- [x_l_beautiful1#1b227f88] Get in here! 🔊We got you🔊 https://t.co/6kKP456rxQ (https://twitter.com/l_beautiful1/status/2069766233759654141)
- [x_l_beautiful1#7c584ae3] We will see you tonight at 9:30pm EST. 👇 is all the information provided. Send tunes: https://t.co/gGLmucsAIQ
- [x_l_beautiful1#ba8ec425] I want to thank all the X team for the amazing work and for trying to do the best for the app. I myself am trying to make better images and videos for this app. I have been working on perfecting my prompts to assist my models in making amazing art. 🖼️ Also, I am going to bring m
- [x_l_beautiful1#d04ee597] Omgggggggggggggg. 🔊🔊🔊🚀🚀🚀 It’s finally here. Seedance 2.5 is live bb! Check all the info and go! Link at bio. https://t.co/haC10uShop
- [x_l_beautiful1#271cf8d6] Toshi's Daily Challenge: Princess 👑 https://t.co/OJyxYFJlGT
- [x_l_beautiful1#11d1f4e5] Happy Froggy Friday! 🐸♠️ Celebrate today, August 7, 2026! Featuring Purple Heart Day, National Lighthouse Day, National Raspberries N' Cream Day, National Water Balloon Day, ... Created: @AIMemeCreator https://t.co/XGk35FsOMa
- [x_l_beautiful1#dae2c167] Hello Bic “The Ace,” Keep up the amazing work and keep pushing boundaries! We’re wearing red today to celebrate the theme. Your contributions are truly valued, and we’re so grateful to everyone who’s part of this. @SocialSight @HighCardEnt Sincerely, Nathalia Spade https://t.co/V
- [x_l_beautiful1#a4740b05] 😂 Day 4 – Meme Mayhem Post: Your funniest meme A funny GIF Or your best joke The group votes with emojis for the funniest entry. https://t.co/oTA56np1i4

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

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, 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=119, 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=119, 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=119, method=platform_profile

## Freshness
- profile_checked_days_ago: 119
- 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=x_l_beautiful1
- Request removal: https://koinonlink.com/claim?k=x_l_beautiful1
- Terms: https://koinonlink.com/for-ai