# Filippo building with AI (@filippo_buildwith_ai) on tiktok

- id: koinon:creator:tiktok_filippo_buildwith_ai
- url: https://koinonlink.com/kol/tiktok/filippo_buildwith_ai
- schema_version: 1.4

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

## Reach
- followers: 7267
- following: 125
- posts_total: 32
- posts_observed: 6
- verified: false
- size_tier: nano

## 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 coding tools (Claude, Cursor, Lovable, Bolt), Vibe coding and building apps with AI, AI agents and automation (n8n, Zapier), Becoming the AI expert at work through building, Recommended AI tools for productivity and business
- bio: Building with AI and showing you how to do it

rainfrog.ai - 10k+ users
mesh-flow.com - AI automation & apps

## Audience (inferred)
- status: present
- description: Non-developers and junior developers using AI tools to build apps, SaaS products, and business automations
- roles: automation
- seniority: practitioner
- pain_points: Choosing and learning the right AI coding tools without wasting time on ineffective ones, Building functional apps or agents as a non-coder or beginner, Automating real business workflows like email handling and social posting, Standing out as the practical AI expert inside their company
- posts_analysed: 40
- confidence: 0.75

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

## Quality signals
- authenticity_score: 42
- authenticity_basis: profile_shape_only
- credibility_score: 42
- flagged_for_review: false
- koinon_bd_grade: C — 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_filippo_buildwith_ai#ea6ed361] Here are some expert tips on how to properly vibe coders your app with ai like a pro #coding #vibecoding #developer #software #lovable (https://www.tiktok.com/@filippo_buildwith_ai)
- [tiktok_filippo_buildwith_ai#40c44d5a] original sound - sadcollisions
- [tiktok_filippo_buildwith_ai#bfb19675] Molly (Forgotten remix)
- [tiktok_filippo_buildwith_ai#3b85e6e4] It is a becoming a big trend on TikTok now! Click here: coding
- [tiktok_filippo_buildwith_ai#ec2234ea] Check out Filippo building with AI’s video! #TikTok >
- [tiktok_filippo_buildwith_ai#9036fd4d] How to vibe code like a pro
- [tiktok_filippo_buildwith_ai#6b7e645e] Search:
- [tiktok_filippo_buildwith_ai#35cc8abc] vibe code app

## 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=59, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=59, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, 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=90, 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=90, 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=90, method=platform_profile

## Freshness
- profile_checked_days_ago: 90
- content_analysed_days_ago: 59
- audience_updated_days_ago: 59

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