# Panofsky167 (@panofsky167) on x

- id: koinon:creator:x_panofsky167
- url: https://koinonlink.com/kol/x/panofsky167
- schema_version: 1.4

## Identity
- platform: x
- handle: panofsky167
- platform_url: https://twitter.com/panofsky167
- website: http://t.me/crypto4bunnies
- country: Italy
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 3366
- following: 982
- posts_total: 18780
- posts_observed: 3
- posts_per_day: 2.958
- account_age_days: 6348
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00178
- best_post_interactions: 6
- 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: finance
- subcategory: crypto
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: X platform policy changes, Crypto content disclosure rules, AI agents in web3, Internet capital markets, Influencer compliance in crypto
- bio: 🇮🇹 Co-Founder @BlockAI_live 
🤖 AI Agents 
🎙️ Space Host 
📊 Internet Capital Market 
📩 DM for collab

## Audience (inferred)
- status: present
- description: Crypto influencers, token creators, and web3 content builders who are active on X and need to comply with new disclosure rules
- roles: ads
- seniority: practitioner
- pain_points: Uncertainty about how to properly disclose crypto promotions to avoid bans, Fear of sudden removal of affiliate badges without clear warning, Difficulty staying compliant with rapidly changing platform policies on crypto content
- posts_analysed: 7
- confidence: 0.4

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

## Quality signals
- authenticity_score: 68
- authenticity_basis: engagement_observed
- credibility_score: 68
- 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_panofsky167#d2e443e4] ❌ X DECLARES ➡️DISCLOSE OR GET DELETED (https://twitter.com/panofsky167/status/2028049760419041335)
- [x_panofsky167#d6e07bb6] The era of undisclosed shilling is over
- [x_panofsky167#ec0b97fd] Starting tomorrow X moves into zero-tolerance mode on hidden crypto promotions.
- [x_panofsky167#837c5f89] I’ve broken down what this means for anyone building, trading, or influencing in this space:
- [x_panofsky167#bcaa87e0] The Timeline
- [x_panofsky167#00256b43] Feb 22: “Add disclosure or ban” warnings begin hitting crypto promoters.
- [x_panofsky167#f6f3aedc] Feb 24: Affiliate badges quietly removed by major plat

## 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=21, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=21, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=21, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=79, 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=79, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=108, 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=79, 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=108, 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=108, method=platform_profile

## Freshness
- profile_checked_days_ago: 108
- content_analysed_days_ago: 79
- audience_updated_days_ago: 21

## 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_panofsky167
- Request removal: https://koinonlink.com/claim?k=x_panofsky167
- Terms: https://koinonlink.com/for-ai