# grace (@grace_lemire) on tiktok

- id: koinon:creator:tiktok_grace_lemire
- url: https://koinonlink.com/kol/tiktok/grace_lemire
- schema_version: 1.2

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

## Reach
- followers: 151463
- following: 491
- posts_total: 1609
- posts_observed: 5
- verified: false
- size_tier: kol

## 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: fashion
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: closet cleanouts and personal style, travel hacks and credit card points, life in your 20s, influencer deals and business costs, personal health and sober challenges

## Audience (inferred)
- status: present
- description: Young women in their 20s who follow lifestyle, fashion, and budget travel content on TikTok
- roles: consumer
- seniority: consumer
- pain_points: Struggling to decide what clothes to keep vs donate during closet cleanouts, Finding affordable ways to travel frequently without overspending, Navigating personal life milestones like genetic health testing or being single in 20s
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.2
- 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: 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_grace_lemire#9d9244b8] ok do we keep or donate I really cannot decide 😭 #closetcleanout #findingmystyle (https://www.tiktok.com/@grace_lemire)
- [tiktok_grace_lemire#40263c24] Bossa Nova Easy Listening(1302379)
- [tiktok_grace_lemire#1977959f] It is a becoming a big trend on TikTok now! Click here: closetcleanout
- [tiktok_grace_lemire#ac0277a9] Check out grace’s video! #TikTok >
- [tiktok_grace_lemire#da3ff922] I hope that this gives you guys a better idea of what the costs can look like when running a business so that if you hope to do it someday you have a better idea of what to expect!! 🫶🏼 feel free to drop any Qs in the comments #creatorbusiness #businessexpenses
- [tiktok_grace_lemire#c629a9ec] Amontada
- [tiktok_grace_lemire#1848d248] it is hilarious in hindsight how I truly thought I was just so blessed to find a good hotel and not hit any traffic LOL!! but take this as ur sign to say yes to random things bc it can end up being SO FUN
- [tiktok_grace_lemire#7375acc9] Boccherini Minuet Trio

## 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=42, 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=42, 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=42, method=platform_profile

## Freshness
- profile_checked_days_ago: 42
- 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_grace_lemire
- Request removal: https://koinonlink.com/claim?k=tiktok_grace_lemire
- Terms: https://koinonlink.com/for-ai