# From Grit To Pearl (@fromgrittopearl) on tiktok

- id: koinon:creator:tiktok_fromgrittopearl
- url: https://koinonlink.com/kol/tiktok/fromgrittopearl
- schema_version: 1.2

## Identity
- platform: tiktok
- handle: fromgrittopearl
- platform_url: https://www.tiktok.com/@fromgrittopearl
- website: https://linktr.ee/fromgrittopearl
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 84729
- following: 253
- posts_observed: 1
- 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: lifestyle
- subcategory: home_living
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Old house renovations and before-after reveals, DIY built-ins and cabinet makeovers, Vintage and antique sourcing (eBay, Facebook Marketplace), Gaudy granny / Thomas Kinkade Christmas decor, Powder room and small-space makeovers
- bio: Transformation inspiration station for your home through DIYs and makeovers!

## Audience (inferred)
- status: present
- description: Homeowners, mostly women, who enjoy DIY renovations and vintage-style makeovers for older or historic houses
- roles: consumer
- seniority: consumer
- pain_points: Stock or builder-grade cabinets and rooms feeling boring or outdated, Difficulty sourcing affordable vintage/antique pieces and materials, Lack of confidence or know-how for complex reno projects like built-ins or half-bath conversions, Wanting seasonal decor that feels personal and timeless rather than trendy
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 56
- authenticity_basis: profile_shape_only
- credibility_score: 56
- 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_fromgrittopearl#12f875c3] As an #AtHomePartner, I’m sharing how I gave my living room a subtle seasonal shift using pieces from @athomestores that I can enjoy all year long! Think moodier florals, soft lighting, rich textures and a heritage inspired feel. Proof that welcoming a new season doesn’t require  (https://www.tiktok.com/@fromgrittopearl)
- [tiktok_fromgrittopearl#9f5f4893] Little Sparrow
- [tiktok_fromgrittopearl#32d77c13] It is a becoming a big trend on TikTok now! Click here: athomepartner
- [tiktok_fromgrittopearl#2e32fdbc] Check out From Grit To Pearl’s video! #TikTok >
- [tiktok_fromgrittopearl#96ffc678] Stock cabinets don’t have to be boring! #builtins #officedecor #diyproject #homereno #homeimprovement
- [tiktok_fromgrittopearl#2a2b9f6e] Shadow Glow
- [tiktok_fromgrittopearl#e42f2c99] I made my solar powdered tree lights using several 10” grapevine balls and wrapping them with solar powered twinkle lights! Getting them in the tree is the ha

## 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=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, 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=27, 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=0, 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=27, 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=27, method=platform_profile

## Freshness
- profile_checked_days_ago: 27
- 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_fromgrittopearl
- Request removal: https://koinonlink.com/claim?k=tiktok_fromgrittopearl
- Terms: https://koinonlink.com/for-ai