# Sabrina Kaylor (@sabrinakaylor) on tiktok

- id: koinon:creator:tiktok_sabrinakaylor
- url: https://koinonlink.com/kol/tiktok/sabrinakaylor
- schema_version: 1.4

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

## Reach
- followers: 29124
- following: 1236
- posts_observed: 7
- 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: ecommerce
- subcategory: dtc_brand
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: coffee shop ownership and daily operations, women-owned small business experiences, equipment and fit-out decisions on a budget, marketing your own local business, supporting other independent coffee shops

## Audience (inferred)
- status: present
- description: aspiring and current small independent coffee shop owners, mostly women entrepreneurs running or planning local cafes
- roles: none
- seniority: practitioner
- pain_points: high ongoing costs of equipment, renovations and operations, finding reliable contractors like plumbers who understand small business budgets, having to personally handle all marketing until they can afford to outsource, construction delays and planning upgrades while trying to open on time
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.6
- promotion_intent: 0.4
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 50
- authenticity_basis: profile_shape_only
- credibility_score: 50
- 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_sabrinakaylor#cc96ffb5] a little acworth update 🥹✨ILY SO MUCH.  #acworth #coffeeshopowner #womenownedbusiness #entrepreneurship #acworthga (https://www.tiktok.com/@sabrinakaylor)
- [tiktok_sabrinakaylor#e4da0fae] Porchside Banjo
- [tiktok_sabrinakaylor#1d70cdc6] It is a becoming a big trend on TikTok now! Click here: acworth
- [tiktok_sabrinakaylor#99e4accf] Check out Sabrina Kaylor’s video! #TikTok >
- [tiktok_sabrinakaylor#697f1009] you can also start with what you have and plan to upgrade as you go, like we did!!! 🤠 @La Marzocco #coffeeshopowner #coffeeshop #coffeeexpo #worldofCoffee #coffeeindustry
- [tiktok_sabrinakaylor#2adb538e] original sound - sabrinakaylor
- [tiktok_sabrinakaylor#15642a9e] We are out here at the World of Coffee talking all things coffee, equipment, flavors and more with some of the best brands in the game!  Stay tuned for more 👀 @rocky's matcha @La Marzocco @Proper Syrup @nuovasimonelli.ec @Oatly @1883syrups_us @Ghirardelli Chocolate Company @Crea

## 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=67, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=67, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=67, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=67, 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=67, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=93, 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=67, 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=93, 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=93, method=platform_profile

## Freshness
- profile_checked_days_ago: 93
- content_analysed_days_ago: 67
- audience_updated_days_ago: 67

## AI retrieval
- indexing_requests: 9
- 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_sabrinakaylor
- Request removal: https://koinonlink.com/claim?k=tiktok_sabrinakaylor
- Terms: https://koinonlink.com/for-ai