# Shelby | Side Hustle Coach (@shelby_shares) on tiktok

- id: koinon:creator:tiktok_shelby_shares
- url: https://koinonlink.com/kol/tiktok/shelby_shares
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: shelby_shares
- platform_url: https://www.tiktok.com/@shelby_shares
- website: https://stan.store/ShelbyShares
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 13300
- following: 5991
- posts_observed: 3
- verified: false
- 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: 0.85
- category_source: derived_from_recent_content
- topics: data annotation as side hustle, AI training jobs for beginners, quiet remote work options, work from home without people contact, side hustle ideas and tips

## Audience (inferred)
- status: present
- description: Beginners and introverts seeking quiet, flexible remote side hustles like data annotation for extra income without talking to people
- roles: consumer
- seniority: learner
- pain_points: Wanting work that avoids social interaction or calls, Struggling to find truly beginner-friendly remote tasks, Uncertainty about realistic daily earnings from AI-related gigs, Need for flexible side income that fits around a busy schedule
- posts_analysed: 40
- confidence: 0.75

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

## Quality signals
- authenticity_score: 35
- authenticity_basis: profile_shape_only
- credibility_score: 35
- 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_shelby_shares#ccd207b7] Not everyone wants to be on calls or dealing with people… so if you want a side hustle that’s flexible, quiet, and doesn’t drain your energy, data annotation is one of the easiest places to start. No phone calls. No customer service. No selling. Just simple tasks that help train  (https://www.tiktok.com/@shelby_shares)
- [tiktok_shelby_shares#0e3c32d4] original sound - shelby_shares
- [tiktok_shelby_shares#de501fc7] It is a becoming a big trend on TikTok now! Click here: s
- [tiktok_shelby_shares#cd81b002] Check out Shelby | Side Hustle Coach’s video! #TikTok >
- [tiktok_shelby_shares#6b7e645e] Search:
- [tiktok_shelby_shares#787695fc] Data annotation
- [tiktok_shelby_shares#a1594f6d] Image‑tagging tasks are simple, visual, and beginner‑friendly. If you want quiet online work that doesn’t require talking to anyone, this is a great place to start. #data

## 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=55, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=55, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=55, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=55, 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=55, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=55, 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=55, 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=55, 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=55, method=platform_profile

## Freshness
- profile_checked_days_ago: 55
- content_analysed_days_ago: 55
- audience_updated_days_ago: 55

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