# gracekellyanneats (@gracekellyanneats) on tiktok

- id: koinon:creator:tiktok_gracekellyanneats
- url: https://koinonlink.com/kol/tiktok/gracekellyanneats
- schema_version: 1.4

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

## Reach
- followers: 1511255
- following: 34
- posts_observed: 5
- verified: false
- size_tier: kol

## Engagement
- status: average_measured
- engagement_rate: 0.04411
- engagement_rate_basis: average_interactions_per_view
- posts_in_average: 10
- avg_interactions_per_post: 128164
- best_post_interactions: 260856
- measurement_source: tiktok_posts_mean
- measurement_formula: digg + comment + share, mean over observed posts, divided by the mean play count of those same posts — on TikTok the algorithmic feed decides reach, so followers are not the denominator that describes what share of an audience engaged
- comparable_pool: view_based_interactions
- status_note: engagement_rate is a MEAN over the posts we observed (posts_in_average says how many).
- 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: ecommerce
- subcategory: dtc_brand
- category_confidence: 0.7
- category_source: derived_from_recent_content
- topics: Easy home recipes and cooking tutorials, Food reviews and taste tests, Mukbang and eating challenges, Viral TikTok food trends and hacks, Snack and dessert recreations
- bio: @grace kellyann 
📍Houston
💌 [contact removed]
FREE STEAK 👇🏻

## Audience (inferred)
- status: present
- description: Casual home cooks and food enthusiasts who enjoy easy recipes, snack reviews, mukbangs, and viral TikTok food trends, primarily everyday viewers looking for fun meal ideas and entertainment
- roles: consumer
- seniority: consumer
- pain_points: Lack of quick, simple recipes for everyday cooking, Boredom with regular meals and desire for viral or trendy food ideas, Wanting affordable ways to try new snacks, fast food, and desserts, Seeking entertaining food content like mukbangs and taste tests
- posts_analysed: 100
- confidence: 0.9

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

## Quality signals
- authenticity_score: 58
- authenticity_basis: engagement_observed
- credibility_score: 58
- 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_gracekellyanneats#0b90b9d9] Let’s make chocolate strawberry fudge 😍❤️🍫🍓 #strawberry #fudge #Recipe #cookwithme #cooking (https://www.tiktok.com/@gracekellyanneats)
- [tiktok_gracekellyanneats#ef91ae93] Morning Happy Melody
- [tiktok_gracekellyanneats#4f28d7c2] It is a becoming a big trend on TikTok now! Click here: strawberry
- [tiktok_gracekellyanneats#5035f0a9] Check out gracekellyanneats’s video! #TikTok >
- [tiktok_gracekellyanneats#6b7e645e] Search:
- [tiktok_gracekellyanneats#1928af5e] how to make yougort
- [tiktok_gracekellyanneats#898971c8] Let’s eat Hot Cheeto Pickle Mozzarella Sticks 😋❤️ #eating #eatwithme #hotcheetos #pickles #mozzarella
- [tiktok_gracekellyanneats#0818e1ca] original sound - gracekellyanneats

## 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=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=76, 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=76, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=115, 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=76, 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=115, 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=115, method=platform_profile

## Freshness
- profile_checked_days_ago: 115
- content_analysed_days_ago: 76
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 11
- 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_gracekellyanneats
- Request removal: https://koinonlink.com/claim?k=tiktok_gracekellyanneats
- Terms: https://koinonlink.com/for-ai