# Sharon Riley (@Just_sharon7) on x

- id: koinon:creator:x_just_sharon7
- url: https://koinonlink.com/kol/x/Just_sharon7
- schema_version: 1.4

## Identity
- platform: x
- handle: Just_sharon7
- platform_url: https://twitter.com/Just_sharon7
- website: https://www.instagram.com/just_sharon_07?igsh=bm1nNGh0bXlkNTl0
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 45312
- following: 8331
- posts_total: 236623
- posts_observed: 30
- posts_per_day: 143.582
- account_age_days: 1648
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.0102
- best_post_interactions: 462
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- 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: 0.96
- category_source: derived_from_recent_content
- topics: AI video generation tools (Higgsfield, Seedance), Prompt engineering and open-source assets, CapCut workflows and creator BTS, Viral/TikTok content strategies
- bio: Running into the world of AI || DM for promo and collaboration | CPP @Roboneo_ai- @itsPolloAi-@Higgsfield-@capcutapp| 📧 [contact removed]

## Audience (inferred)
- status: present
- description: AI content creators and video makers focused on tools like Higgsfield, CapCut and prompt-based video generation for viral/TikTok content
- roles: content
- seniority: practitioner
- pain_points: Finding reliable prompts that produce realistic or viral AI video results, Integrating new AI video tools into existing creator workflows without friction, Staying updated on fast-moving AI video tools and open-source assets, Generating consistent viral content that performs on TikTok and similar platforms
- posts_analysed: 4
- confidence: 0.4

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

## Quality signals
- authenticity_score: 83
- authenticity_basis: engagement_observed
- credibility_score: 83
- 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_just_sharon7#b8c47632] Higgsfield's K-pop action series Zephyr hit 1.3M views in hours. Now every prompt and asset is open source, use Zephyr's characters to create your own stories for the $1M Higgsfield Global Film Festival. https://t.co/ex9Eukm3K4 (https://twitter.com/Just_sharon7)
- [x_just_sharon7#55c1962c] Huge shoutout to my newest subscriber! 🔥 @yrn_not_slime Thank you for the support, it genuinely means a lot. Glad to have you here. https://t.co/e7Sp5LI2Od
- [x_just_sharon7#0b32b455] When CapCut drops the behind-the-scenes on this, it's going to change how a lot of creators think about their own workflow.
- [x_just_sharon7#2022b432] Wait, these cats are auditioning for the next viral TikTok dance challenge. Seedance 2.0 on @thankyouai_hq prompt A 10-second realistic handheld video at night on a wet sandy beach. A tiny white kitten with grey markings on its head stands upright on its hind legs in shallow wate

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

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=77, 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=77, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=108, 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=0.5, freshness_days=77, 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=108, 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=108, method=platform_profile

## Freshness
- profile_checked_days_ago: 108
- content_analysed_days_ago: 77
- audience_updated_days_ago: 77

## 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=x_just_sharon7
- Request removal: https://koinonlink.com/claim?k=x_just_sharon7
- Terms: https://koinonlink.com/for-ai