# Opensourceguy (@opensourceguy) on tiktok

- id: koinon:creator:tiktok_opensourceguy
- url: https://koinonlink.com/kol/tiktok/opensourceguy
- schema_version: 1.4

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

## Reach
- followers: 100125
- following: 229
- posts_observed: 3
- 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: Free AI tools and app alternatives, Content creator growth and monetization, Phone hacks and productivity tips, Brand outreach platforms for creators, AI for video, voice, and design

## Audience (inferred)
- status: present
- description: TikTok content creators (especially in Nigeria) and mobile-first users hunting free AI tools for productivity, video editing, CVs, and brand outreach
- roles: content
- seniority: practitioner
- pain_points: Finding free replacements for paid tools like CapCut, ElevenLabs, or design software, Growing as a creator and securing brand deals without waiting for inbound outreach, Creating professional assets (CVs, presentations, rate cards) quickly on a phone, Dealing with phone maintenance, privacy settings, and verification workarounds
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.9
- 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_opensourceguy#d3a7d016] Build an app easily on your phone, with results optimized for mobile. With a single link, publish and share your creations instantly. Deploying beautiful, interactive pages has never been easier. This is Kimi, the SOTA open-source AI model, has its agent mode called OK Computer.  (https://www.tiktok.com/@opensourceguy)
- [tiktok_opensourceguy#e5040186] original sound - opensourceguy
- [tiktok_opensourceguy#69aaade9] It is a becoming a big trend on TikTok now! Click here: chatgpt
- [tiktok_opensourceguy#294378c7] Check out Opensourceguy’s video! #TikTok >
- [tiktok_opensourceguy#cfdf2258] This free AI app just replaced like 5 different tools on my phone and I'm honestly shocked it's still free #cici #dola #uk #aitools #freeai #productivity #contentcreator #aiapp #unlimited #translation #imagegeneration #writinghelp

## 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=73, 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=73, 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=73, method=platform_profile

## Freshness
- profile_checked_days_ago: 73
- content_analysed_days_ago: 72
- audience_updated_days_ago: 72

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