# SHOPIFY & KLAVIYO COACH (@ecomsophie) on tiktok

- id: koinon:creator:tiktok_ecomsophie
- url: https://koinonlink.com/kol/tiktok/ecomsophie
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: ecomsophie
- platform_url: https://www.tiktok.com/@ecomsophie
- website: https://ecomsophie.co.uk/pages/free-mini-business-audit
- country: United Kingdom
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 4623
- following: 772
- posts_observed: 9
- verified: false
- size_tier: nano

## 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: ecom_ads
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Shopify website tips and navigation, Klaviyo email marketing and campaigns, Abandoned cart recovery, Shopify SEO and page speed, Product descriptions and customer engagement
- bio: Ecommerce Systems Consultant & Coach
Shopify growth, without the guesswork
Free store audit ↓

## Audience (inferred)
- status: present
- description: Shopify store owners and small e-commerce operators focused on Klaviyo email marketing and basic website optimization, mainly UK-based practitioners and side-hustle beginners
- roles: ecom_ops
- seniority: practitioner
- pain_points: Low email open rates due to weak subject lines and preheaders, Poor website navigation and product findability hurting conversions, High abandoned cart rates without effective recovery flows, Struggling with SEO and page speed on Shopify stores
- posts_analysed: 40
- confidence: 0.75

## 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: 37
- authenticity_basis: profile_shape_only
- credibility_score: 37
- 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_ecomsophie#35f6d48a] My thoughts on AI #aiposters #aisucks (https://www.tiktok.com/@ecomsophie)
- [tiktok_ecomsophie#4ad544d4] original sound - ecomsophie
- [tiktok_ecomsophie#ea5fc6e9] It is a becoming a big trend on TikTok now! Click here: aiposters
- [tiktok_ecomsophie#96ebe154] Check out SHOPIFY & KLAVIYO COACH’s video! #TikTok >
- [tiktok_ecomsophie#a451a2dc] Stop saying “welcome to my store” and start engaging your potential customers! #websitetips #ecommerce #websites
- [tiktok_ecomsophie#f711eaa1] Better open rates don’t come from sending MORE emails 👀 Your subject line and preheader have one job: make someone curious enough to open. Think less like a brand trying to sell something and more like a notification they can’t resist clicking. Small changes. More opens. More ch
- [tiktok_ecomsophie#3dd0d50a] Suppliers have come back. Well one of them anyway, let’s see how the others work! #startupproject #ecommerce #startup #smallbusinesscheck

## 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=68, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=68, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=68, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=68, 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=68, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=68, 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=68, 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=68, 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=68, method=platform_profile

## Freshness
- profile_checked_days_ago: 68
- content_analysed_days_ago: 68
- audience_updated_days_ago: 68

## AI retrieval
- indexing_requests: 8
- 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_ecomsophie
- Request removal: https://koinonlink.com/claim?k=tiktok_ecomsophie
- Terms: https://koinonlink.com/for-ai