# trainwithabbey (@trainwithabbey) on tiktok

- id: koinon:creator:tiktok_trainwithabbey
- url: https://koinonlink.com/kol/tiktok/trainwithabbey
- schema_version: 1.4

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

## Reach
- followers: 27308
- following: 210
- posts_total: 646
- posts_observed: 2
- 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: fitness
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Beginner running tips and form, Marathon/half-marathon training plans, Running nutrition and hydration, Corporate runner lifestyle, Speed training and run-walk methods

## Audience (inferred)
- status: present
- description: Beginner and aspiring runners, mostly women with corporate 9-5 jobs who want to start running or train for half/full marathons
- roles: consumer
- seniority: learner
- pain_points: Struggling to run without stopping or hitting the wall, Picking the right beginner running shoes and gear, Maintaining proper form to avoid injury, Balancing running training with full-time corporate work and summer heat
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: profile_shape_only
- 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_trainwithabbey#cf2d7fe5] The key to never stopping on your runs!! The secret is to just run slow! You should slow down your pace but keep the running form to work all the right muscles :)  #beginnerrunner #runningtips #runner #beginnerrunnertips #runtok (https://www.tiktok.com/@trainwithabbey)
- [tiktok_trainwithabbey#74d939e0] original sound - trainwithabbey
- [tiktok_trainwithabbey#a1541ab7] It is a becoming a big trend on TikTok now! Click here: beginnerrunner
- [tiktok_trainwithabbey#7a0c55d3] Check out trainwithabbey’s video! #TikTok >
- [tiktok_trainwithabbey#6b7e645e] Search:
- [tiktok_trainwithabbey#5b0e7e18] how to run correctly
- [tiktok_trainwithabbey#1418c9e5] If you’re a beginner runner, choosing the right running shoes matters way more than pace. Not every shoe is meant for every run. Some beginner runner shoes are best for easy miles and recovery runs, while others are designed for speed workouts or long runs. If you’re just startin

## 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=65, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=65, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=65, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=65, 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=65, 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=65, 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: 65
- audience_updated_days_ago: 65

## 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_trainwithabbey
- Request removal: https://koinonlink.com/claim?k=tiktok_trainwithabbey
- Terms: https://koinonlink.com/for-ai