# Wahlpro (@wahlpro) on tiktok

- id: koinon:creator:tiktok_wahlpro
- url: https://koinonlink.com/kol/tiktok/wahlpro
- schema_version: 1.4

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

## Reach
- followers: 266699
- following: 2230
- posts_total: 1993
- posts_observed: 17
- verified: false
- size_tier: kol

## 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: beauty
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Wahl Vapor Switch clipper features and specs, New product launches and pre-order promotions, Barber cutting techniques and tutorials, Tool performance and blade technology
- bio: Helping barbers worldwide master their craft for 107+ years

## Audience (inferred)
- status: present
- description: Professional barbers and hairstylists who buy and use Wahl clippers and grooming tools
- roles: consumer
- seniority: practitioner
- pain_points: Finding clippers with reliable precision control and power for fades/tapers, Dealing with blade friction, heat, and maintenance during long sessions, Staying updated on new professional-grade tools and techniques, Accessing product education and limited-edition releases
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.3
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 66
- authenticity_basis: profile_shape_only
- credibility_score: 66
- 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_wahlpro#f9404245] Precision when you want it. Freedom when you need it. Just lift and switch between click and free-flow control – no tools required. Only from Wahl. (https://www.tiktok.com/@wahlpro)
- [tiktok_wahlpro#e50dfed9] original sound - wahlpro
- [tiktok_wahlpro#96d1f83b] Asobitai - Instrumental Version
- [tiktok_wahlpro#f13b342a] Check out Wahlpro’s video! #TikTok >
- [tiktok_wahlpro#6b7e645e] Search:
- [tiktok_wahlpro#0ac43110] wahl senior 2 0 review
- [tiktok_wahlpro#d65c8da9] wahl senior 2 precio
- [tiktok_wahlpro#cbd2bfc6] Same name, new legacy. Senior 2.0 - coming soon

## 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=55, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=55, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=55, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=55, 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=55, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=92, 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=55, 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=92, 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=92, method=platform_profile

## Freshness
- profile_checked_days_ago: 92
- content_analysed_days_ago: 55
- audience_updated_days_ago: 55

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