# Indie! (@indiealpaca) on tiktok

- id: koinon:creator:tiktok_indiealpaca
- url: https://koinonlink.com/kol/tiktok/indiealpaca
- schema_version: 1.4

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

## Reach
- followers: 74831
- following: 490
- 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: gaming
- subcategory: indie
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: Game Boy and retro console modding/repairs, Pokémon and Nintendo retro games, VTuber gaming commentary and clips, niche tech gadgets and controllers, Japanese retro imports and Akihabara finds

## Audience (inferred)
- status: present
- description: retro gaming enthusiasts focused on console modding, Game Boy repairs, Pokémon, and VTuber-adjacent gaming content
- roles: consumer
- seniority: consumer
- pain_points: finding affordable sources for rare or Japan-only retro hardware and parts, repairing and modding old consoles without causing damage, uncovering obscure retro games, hidden features, and niche new releases, locating desk gadgets and controllers that match their unique retro and modded setups
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.6
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 55
- authenticity_basis: profile_shape_only
- credibility_score: 55
- 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_indiealpaca#bed87514] Mister chef can't have friends on computer. #halocampaignevolved #giftedbyxbox #gaming #vtuber #CapCut (https://www.tiktok.com/@indiealpaca)
- [tiktok_indiealpaca#90ea6544] Halo original game song
- [tiktok_indiealpaca#7ee1507b] It is a becoming a big trend on TikTok now! Click here: halocampaignevolved
- [tiktok_indiealpaca#34fb0090] Check out Indie!’s video! #TikTok >
- [tiktok_indiealpaca#6b7e645e] Search:
- [tiktok_indiealpaca#5adf7549] halocampaignevolved co op
- [tiktok_indiealpaca#39c6bcca] Ever wanted a game boy made out of drone parts? #gameboy #retrogaming #gaming
- [tiktok_indiealpaca#96b22748] original sound - indiealpaca

## 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=72, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=72, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, 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=90, 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=90, 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=90, method=platform_profile

## Freshness
- profile_checked_days_ago: 90
- content_analysed_days_ago: 72
- audience_updated_days_ago: 72

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