# Ponzi’s PCs (@ponzispcs) on tiktok

- id: koinon:creator:tiktok_ponzispcs
- url: https://koinonlink.com/kol/tiktok/ponzispcs
- schema_version: 1.4

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

## Reach
- followers: 74096
- following: 43
- posts_observed: 4
- 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: software
- subcategory: devtools
- category_confidence: 0.91
- category_source: derived_from_recent_content
- topics: SteamOS and Linux gaming setup, Removing Windows Copilot and AI features, Windows privacy opt-outs and data protection, Debloat Windows 11 tutorials, PC gaming troubleshooting and tips
- bio: Pro Tech IRL, PC Tips, Custom Computers, Keyboards, Emulation, All Tech Things.

## Audience (inferred)
- status: present
- description: PC gamers and Windows power users frustrated with Microsoft bloat, AI features, and privacy issues, seeking SteamOS/Linux alternatives
- roles: consumer
- seniority: practitioner
- pain_points: Windows 11 automatically enabling AI Copilot that risks sending financial data, High system requirements like 32GB RAM forced by Microsoft updates, Unwanted bloatware and apps that cannot be easily removed, Game crashes and instability on stock Windows setups
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- 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_ponzispcs#b69f0cdf] It’s here! Here’s how to install SteamOS in less than a minute! #pctips #TechTips #pcgaming #pcgamer #linux (https://www.tiktok.com/@ponzispcs)
- [tiktok_ponzispcs#82f4b53e] iwatodai dorm persona 3
- [tiktok_ponzispcs#8fbbee81] 巌戸台分寮
- [tiktok_ponzispcs#9d339b56] It is a becoming a big trend on TikTok now! Click here: pctips
- [tiktok_ponzispcs#86ffe740] Check out Ponzi’s PCs’s video! #TikTok >
- [tiktok_ponzispcs#6b7e645e] Search:
- [tiktok_ponzispcs#34be7d1d] steam os vs windows 11
- [tiktok_ponzispcs#7c4a7f33] WE POP THE A.I. BUBBLE TOGETHER! (How to remove Microsoft’s ai co-pilot) #windows11 #TechTips #pctips #pcgaming #pcgamer

## 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=82, 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=82, 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=82, method=platform_profile

## Freshness
- profile_checked_days_ago: 82
- content_analysed_days_ago: 62
- audience_updated_days_ago: 62

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