# Guillem (@guillemcraft) on x

- id: koinon:creator:x_guillemcraft
- url: https://koinonlink.com/kol/x/guillemcraft
- schema_version: 1.4

## Identity
- platform: x
- handle: guillemcraft
- platform_url: https://twitter.com/guillemcraft
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2986
- following: 743
- posts_total: 12169
- posts_observed: 1
- posts_per_day: 3.624
- account_age_days: 3358
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00067
- best_post_interactions: 2
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- 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: app
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: iOS app building and monetization, Social media growth via Reels, Paywall optimization, AI vs real UGC, Regional market challenges for apps
- bio: appmaxxing my way to $30k/mo. building ios apps, mastering social media & posting everything i learn
https://t.co/D0Uu7MAiDU

## Audience (inferred)
- status: present
- description: Indie iOS app developers and solo founders focused on monetization and social media growth
- roles: dev
- seniority: practitioner
- pain_points: Apps failing to convert in certain markets like Spain, Paywall and onboarding friction killing revenue, AI UGC getting instantly spotted and scrolled past, Difficulty finding viral formats to grow social accounts quickly
- posts_analysed: 5
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 67
- authenticity_basis: engagement_observed
- credibility_score: 67
- flagged_for_review: false
- koinon_bd_grade: A — 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
- [x_guillemcraft#8d33773b] prayer lock's paywall so you don't have to go through their onboarding thank me later https://t.co/cPiQfYfgOD (https://twitter.com/guillemcraft/status/2073432169691652426)
- [x_guillemcraft#d786e2f5] who knows this feeling? can you relate https://t.co/hsVP6w6729
- [x_guillemcraft#18308999] 1.5M views on average every month i made this account 4 months ago trying to find a viral format and getting better at recording reels now it's usually making 50k impressions per video but my audience is mostly India 💀 which means that they don't pay should i forget about this a
- [x_guillemcraft#1b891ee9] AI UGC sucks whoever tells you people won’t motice is LYING TO YOU people aren’t dumb, and they scroll within a second when they see them period.
- [x_guillemcraft#401dccef] don't build apps in Spain - they don't convert - people ask you for the android version - doesn't matter how many times you change the paywall, if there's

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=78, 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=78, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=110, 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=0.5, freshness_days=78, 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=110, 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=110, method=platform_profile

## Freshness
- profile_checked_days_ago: 110
- content_analysed_days_ago: 78
- audience_updated_days_ago: 78

## AI retrieval
- indexing_requests: 11
- 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=x_guillemcraft
- Request removal: https://koinonlink.com/claim?k=x_guillemcraft
- Terms: https://koinonlink.com/for-ai