# Jimmy Slagle (@jimmyslags_) on tiktok

- id: koinon:creator:tiktok_jimmyslags_
- url: https://koinonlink.com/kol/tiktok/jimmyslags_
- schema_version: 1.4

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

## Reach
- followers: 105324
- following: 846
- posts_observed: 1
- 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: software
- subcategory: ai_tools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: AI tools for marketing and advertising, Creative AI applications for video and content, Claude, OpenAI, and new model updates, UGC and DTC creative strategy, Open-source AI trends

## Audience (inferred)
- status: present
- description: AI-focused marketers, creative strategists, and advertisers working in DTC, UGC, and performance marketing
- roles: content
- seniority: practitioner
- pain_points: Finding practical, ready-to-use AI tools that fit existing creative and ad workflows, Keeping up with fast-moving AI releases from OpenAI, Claude, and video tools, Identifying which new AI features actually move the needle on ad creative or UGC performance, Avoiding hype and finding reliable tools instead of endless demos
- posts_analysed: 39
- confidence: 0.75

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

## Quality signals
- authenticity_score: 57
- authenticity_basis: profile_shape_only
- credibility_score: 57
- 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_jimmyslags_#01323a7a] original sound - jimmyslags_ (https://www.tiktok.com/@jimmyslags_)
- [tiktok_jimmyslags_#09254c5f] It is a becoming a big trend on TikTok now! Click here: github
- [tiktok_jimmyslags_#8f58105a] Check out Jimmy Slagle’s video! #TikTok >
- [tiktok_jimmyslags_#6d05d8dc] This one is huge #ai #marketing #advertising #claudecode #claude
- [tiktok_jimmyslags_#367d2e18] Everything is going to be open sourced….wild #ai #advertising #claudecode #opensource
- [tiktok_jimmyslags_#ceb3d306] Claude + parker = insane
- [tiktok_jimmyslags_#edcb3dd2] Once you build this, you’ll never go back to normal chat
- [tiktok_jimmyslags_#290d8210] Woahhhhh. You gotta try this one.

## 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=62, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=62, 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=62, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=91, 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=62, 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=91, 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=91, method=platform_profile

## Freshness
- profile_checked_days_ago: 91
- content_analysed_days_ago: 62
- audience_updated_days_ago: 62

## AI retrieval
- indexing_requests: 7
- 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_jimmyslags_
- Request removal: https://koinonlink.com/claim?k=tiktok_jimmyslags_
- Terms: https://koinonlink.com/for-ai