# Build Great Products (@buildgreatproducts) on youtube

- id: koinon:creator:youtube_buildgreatproducts
- url: https://koinonlink.com/kol/youtube/buildgreatproducts
- schema_version: 1.4

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

## Reach
- followers: 60700
- 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: software
- subcategory: ai_tools
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Vibe coding with Claude, Fixing AI slop and bugs, Building full apps quickly with AI, Monetizing AI-built products, App design systems and shaders
- bio: Apply to work with me and make $5k-50k+ from your app or product For the last 15 years I've been designing apps and advising ...

## Audience (inferred)
- status: present
- description: Indie hackers, solo founders and developers building and monetizing apps with AI coding tools like Claude
- roles: dev
- seniority: practitioner
- pain_points: AI-generated apps looking like low-quality slop, Bugs and security issues in vibe-coded apps, High ongoing costs of AI coding tools, Struggling to acquire customers for new apps
- posts_analysed: 48
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 1
- open_to_collaboration: true
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 54
- authenticity_basis: profile_shape_only
- credibility_score: 54
- 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
- [youtube_buildgreatproducts#9ccba073] Turn Claude Code into a complete Startup building machine with this system (https://www.youtube.com/@buildgreatproducts)
- [youtube_buildgreatproducts#13710c21] Build Incredible Websites in Minutes with ChatGPT Sites
- [youtube_buildgreatproducts#1d3df30d] How to clone any software for your business with AI (and save $$)
- [youtube_buildgreatproducts#bc32470f] You can now create insane video games with Claude Opus 5
- [youtube_buildgreatproducts#c28e540b] The Claude Code in-app browser is here! (Finally)
- [youtube_buildgreatproducts#f9c1f69b] Let me show you how to cut your Claude Code cost by 50%.
- [youtube_buildgreatproducts#8f439cdb] If your app or website still looks like AI slop, let me show you how to fix it.
- [youtube_buildgreatproducts#263e0723] Create insane shader effects for your websites or apps in minutes

## 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=68, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=68, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=68, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=68, 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=68, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=68, 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=68, 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=68, 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=68, method=platform_profile

## Freshness
- profile_checked_days_ago: 68
- content_analysed_days_ago: 68
- audience_updated_days_ago: 68

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