# Palash (@Palash433) on x

- id: koinon:creator:x_palash433
- url: https://koinonlink.com/kol/x/Palash433
- schema_version: 1.4

## Identity
- platform: x
- handle: Palash433
- platform_url: https://twitter.com/Palash433
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 10253
- following: 6612
- posts_total: 58026
- posts_observed: 5
- posts_per_day: 61.73
- account_age_days: 940
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.0117
- best_post_interactions: 120
- 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: ai_tools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Solana blockchain performance, AI and Web3 convergence, Early-stage Web3 community building, Web3 content creation and personal branding
- bio: Content Writer / Creator | Love Web3 / 
work with @ZaxWeb3 | @xMomentumHub | @apcollective | @scal3xyz

## Audience (inferred)
- status: present
- description: Web3 content creators and early adopters, primarily interested in Solana ecosystem and AI-Web3 convergence
- roles: content
- seniority: learner
- pain_points: Struggling to find meaningful early-stage Web3 opportunities that aren't just hype, Feeling lost in the noise of mainstream crypto narratives without clear signals, Having difficulty building credibility as a creator in a saturated Web3 space
- posts_analysed: 4
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.4
- promotion_intent: 0.2
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 65
- authenticity_basis: engagement_observed
- credibility_score: 65
- 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
- [x_palash433#14cbcbdc] Small W in web3 again Web3 did it))))) https://t.co/njZMEFY8p5 (https://twitter.com/Palash433/status/2072751032980173109)
- [x_palash433#83820b83] Happy Thursday I'm back again Time to act productive on the timeline https://t.co/ssd51JJkFf
- [x_palash433#74420fe8] 1 billion transactions in a single weel A few years ago people said Solana would never survive Today it's breaking records Love it or hate it one thing is clear: People don't generate 1B transactions without demand https://t.co/83ppuPlhyq
- [x_palash433#73fd76b1] I don't want to be just another user I want to be an early believer AI × Web3 is creating a new internet and communities are the ones driving that future The best ambassadors don't just promote products they educate, create value and help ecosystems grow Why I'm applying for the 

## 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=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=77, 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=77, 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=77, 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: 77
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 9
- 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_palash433
- Request removal: https://koinonlink.com/claim?k=x_palash433
- Terms: https://koinonlink.com/for-ai