# Marcelo Design X (@marcelodesignx) on tiktok

- id: koinon:creator:tiktok_marcelodesignx
- url: https://koinonlink.com/kol/tiktok/marcelodesignx
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: marcelodesignx
- platform_url: https://www.tiktok.com/@marcelodesignx
- website: Mdx.so/bio
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 504346
- following: 620
- posts_observed: 10
- 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: 0.95
- category_source: derived_from_recent_content
- topics: AI-assisted web design with Claude and Relume, Premium UI/UX asset libraries for AI, 3D and cinematic website trends, Fixing AI-generated design output, Color theory and visual hierarchy tips, New AI tools for 3D modeling and video
- bio: 🏆 Awarded studio
🔨 Web/App Studio
📧 Inquiries via email
[contact removed]

## Audience (inferred)
- status: present
- description: Web designers, UI/UX practitioners and vibe coders who use AI tools like Claude to build websites
- roles: design
- seniority: practitioner
- pain_points: Producing websites that don't look like generic AI slop, Finding high-quality UI/UX reference assets to feed into AI prompts, Standing out with unique hero sections, color palettes and 3D elements, Keeping up with new AI design tools without losing creative control
- posts_analysed: 100
- confidence: 0.9

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

## Quality signals
- authenticity_score: 58
- authenticity_basis: profile_shape_only
- credibility_score: 58
- 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_marcelodesignx#3261a314] This is a message to @claude. The council has spoken. The AI tried to take our jobs. Now we’re taking theirs. #website #claude #ai #webdesign #viral (https://www.tiktok.com/@marcelodesignx)
- [tiktok_marcelodesignx#c52bd383] original sound - marcelodesignx
- [tiktok_marcelodesignx#31b7d2d8] WE ON GO
- [tiktok_marcelodesignx#0bd50640] It is a becoming a big trend on TikTok now! Click here: website
- [tiktok_marcelodesignx#a2bd7996] Check out Marcelo Design X’s video! #TikTok >
- [tiktok_marcelodesignx#6b7e645e] Search:
- [tiktok_marcelodesignx#7633d5d5] antigravity website
- [tiktok_marcelodesignx#b0ba323b] Comment “AI” to get the link. ✋ Stop using AI to design from scratch. Use this instead. HorizonX gives your AI the design context it’s missing. Get access to 1000+ premium UI/UX assets built for designers, developers, and vibe coders, so instead of generating generic layouts, you

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

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=59, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=59, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=59, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=59, 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=59, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=60, 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=59, 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=60, 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=60, method=platform_profile

## Freshness
- profile_checked_days_ago: 60
- content_analysed_days_ago: 59
- audience_updated_days_ago: 59

## AI retrieval
- indexing_requests: 12
- 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_marcelodesignx
- Request removal: https://koinonlink.com/claim?k=tiktok_marcelodesignx
- Terms: https://koinonlink.com/for-ai