# Craig Wolfers | UGC & Creative Strategy (@UGCWolfpack) on x

- id: koinon:creator:x_ugcwolfpack
- url: https://koinonlink.com/kol/x/UGCWolfpack
- schema_version: 1.4

## Identity
- platform: x
- handle: UGCWolfpack
- platform_url: https://twitter.com/UGCWolfpack
- website: http://allsociallywolfers.com/creative-strategy
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2049
- following: 2284
- posts_total: 6490
- posts_observed: 1
- posts_per_day: 4.397
- account_age_days: 1476
- 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: UGC video performance and monetization, Client project challenges and revisions, Creative strategy for scroll-stopping ads, Brand collaboration experiences, Career transitions in UGC/creative work
- bio: UGC creator & creative strategist 🎯 300+ brand collabs | Concept → script → final cut | Helping DTC brands make ads that actually stop the scroll

## Audience (inferred)
- status: present
- description: UGC creators and creative strategists making ads for DTC brands, mostly independent practitioners and freelancers
- roles: content
- seniority: practitioner
- pain_points: Creating UGC videos that actually earn meaningful revenue beyond small payouts, Handling picky client feedback on aesthetics and production setups, Navigating career instability and transitions while looking for new brand work, Building professional credentials and strategy skills in a competitive UGC space
- posts_analysed: 5
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: true
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 40
- authenticity_basis: profile_shape_only
- credibility_score: 40
- 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
- [x_ugcwolfpack#ce3dad2a] I’ll be honest , I’ve never been a fan of canvas Ugc but one of my videos hit new highs and earned me $900 so far. If you’re looking for results https://t.co/HhE08XMBGT #ugc https://t.co/YtJa9Rhwel (https://twitter.com/UGCWolfpack/status/2070977553938919714)
- [x_ugcwolfpack#40556840] When a client sent me a standing desk for a project I accepted but the first draft they said the office wasn't aesthetic enough. So l renovated, another example of how i go above and beyond for my clients. P.s they loved it #ugc #roommakeover #office #homeoffice https://t.co/4QUk
- [x_ugcwolfpack#b2b98e99] BYD Goodwood FOS. I turned it into a series: hotel + Denza goodie bag reveal, a skipped GRWM, then BYD Shark & Denza Bao 5 reveals with a comedic hunt for the BYD building in between. Multi-part hooks, specs woven into story. #ugc https://t.co/hZkGA4jMjo
- [x_ugcwolfpack#9ca9c854] No one talks about how hard the transition is! #creativestrategy #lookingforwork #ugc https://t.co/shJWKo6Q3L
- [x_ugcwolfpack#1f26ac03] Just earned my Certified Creative St

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=78, 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=78, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=117, 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=78, 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=117, 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=117, method=platform_profile

## Freshness
- profile_checked_days_ago: 117
- content_analysed_days_ago: 78
- audience_updated_days_ago: 78

## AI retrieval
- indexing_requests: 13
- 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=x_ugcwolfpack
- Request removal: https://koinonlink.com/claim?k=x_ugcwolfpack
- Terms: https://koinonlink.com/for-ai