# grace beverley (@gracebeverley) on tiktok

- id: koinon:creator:tiktok_gracebeverley
- url: https://koinonlink.com/kol/tiktok/gracebeverley
- schema_version: 1.0

## Identity
- platform: tiktok
- handle: gracebeverley
- platform_url: https://www.tiktok.com/@gracebeverley
- website: https://gracebeverley.komi.io
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 490679
- following: 886
- posts_observed: 1
- verified: false
- size_tier: kol

## Engagement
- unit_note: engagement_rate is a ratio (0-1); the interaction fields are absolute counts.

## Content
- category: lifestyle
- subcategory: parenting
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Pregnancy journey and milestones, Baby prep spreadsheets and checklists, Nursery setup and home organization, Product reviews and recommendations, Personal life updates (wedding, family)
- bio: big fan of starting businesses

## Audience (inferred)
- status: present
- description: Pregnant women and expectant/new mothers seeking baby prep advice, product recommendations and relatable pregnancy content
- roles: consumer
- seniority: consumer
- pain_points: Navigating pregnancy symptoms and nesting urges, Compiling comprehensive baby prep lists and gear, Choosing safe, practical baby products and nursery items, Balancing personal milestones with upcoming motherhood logistics
- posts_analysed: 100
- confidence: 0.9

## 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: 58
- credibility_score: 58
- grade: B
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [tiktok_gracebeverley#p0] To my favourite person in the whole wide world. (https://www.tiktok.com/@gracebeverley)
- [tiktok_gracebeverley#p1] original sound - gracebeverley
- [tiktok_gracebeverley#p2] Check out grace beverley’s video! #TikTok >
- [tiktok_gracebeverley#p3] Search:
- [tiktok_gracebeverley#p4] amar daved
- [tiktok_gracebeverley#p5] yeah, something like that 🤭
- [tiktok_gracebeverley#p6] ECE Marketing Airball
- [tiktok_gracebeverley#p7] Soul Survivor

## 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=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=0, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=30, method=follower_growth_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=30, method=platform_profile

## Freshness
- profile_checked_days_ago: 30
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

## AI retrieval
- indexing_requests: 1
- 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_gracebeverley
- Request removal: https://koinonlink.com/claim?k=tiktok_gracebeverley
- Terms: https://koinonlink.com/for-ai