# Ashley N. Kirkwood, Esq. (@ashleynicoleshow) on tiktok

- id: koinon:creator:tiktok_ashleynicoleshow
- url: https://koinonlink.com/kol/tiktok/ashleynicoleshow
- schema_version: 1.4

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

## Reach
- followers: 32158
- following: 67
- posts_observed: 1
- 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: finance
- subcategory: personal_fin
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: Black Women Sell Live event and ticket sales, Landing corporate contracts and sales strategy, Pricing and offer structure for service businesses, Building marketing systems and scaling beyond solo work, Hiring, team building, and avoiding low-value tasks
- bio: Helping experts sell more services & land large corporate contracts! 💰

## Audience (inferred)
- status: present
- description: Black women entrepreneurs running service-based businesses generating $50K-$5M, actively trying to sell more and land corporate contracts
- roles: sales
- seniority: decision_maker
- pain_points: Pricing too low and not knowing how to raise it without losing clients, Struggling to land corporate contracts despite strong expertise, Doing too much $15/hr work instead of building systems and hiring, Overthinking and confirmation bias keeping the business stuck
- posts_analysed: 75
- confidence: 0.9

## 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: 51
- authenticity_basis: profile_shape_only
- credibility_score: 51
- flagged_for_review: false
- koinon_bd_grade: B — 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_ashleynicoleshow#9505f73d] I’ve been playing on here and I’m convinced y’all don’t know me AT ALL 👏🏽👏🏽👏🏽 so here we go… my girl @realronsina said I need to show my personality and talk to yall like we’re on FaceTime so here we are 🤣🤣🤣 Soooooo I’m about to show y’all my personality more because thi (https://www.tiktok.com/@ashleynicoleshow)

## 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=72, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=72, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=72, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=72, 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=72, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=72, 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=72, 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=72, 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=72, method=platform_profile

## Freshness
- profile_checked_days_ago: 72
- content_analysed_days_ago: 72
- audience_updated_days_ago: 72

## AI retrieval
- indexing_requests: 10
- 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_ashleynicoleshow
- Request removal: https://koinonlink.com/claim?k=tiktok_ashleynicoleshow
- Terms: https://koinonlink.com/for-ai