# Web3 Lady (@web3ladie) on x

- id: koinon:creator:x_web3ladie
- url: https://koinonlink.com/kol/x/web3ladie
- schema_version: 1.4

## Identity
- platform: x
- handle: web3ladie
- platform_url: https://twitter.com/web3ladie
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 7069
- following: 4493
- posts_total: 29553
- posts_observed: 5
- posts_per_day: 18.944
- account_age_days: 1560
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.0191
- best_post_interactions: 135
- 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: 0.92
- category_source: derived_from_recent_content
- topics: Prediction markets, Polymarket trading strategies, Market forecasting and edges, Crypto adoption paths
- bio: Web3 Marketer / Moderator

## Audience (inferred)
- status: present
- description: Crypto traders and prediction market participants, mainly retail traders on Polymarket
- roles: none
- seniority: practitioner
- pain_points: Missing verifiable edges beyond headline reactions, Difficulty finding and studying consistently winning traders, Lack of published forecasts that can be checked against real settlements
- posts_analysed: 4
- confidence: 0.4

## 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: 60
- authenticity_basis: engagement_observed
- credibility_score: 60
- 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_web3ladie#85801656] The fastest way to get better at prediction markets isn't trading more. It's studying the traders who are already winning. The problem was always finding that data. @SmartXTerminal fixes that. A thread... https://t.co/GfVT92dvkv (https://twitter.com/web3ladie)
- [x_web3ladie#2041c67c] Every post from this account is a call on a market that settles within days. Almost nobody publishes forecasts that can be checked against a settlement price a few days later. That public track record is the entire reason this exists. https://t.co/Oaw9HJsH6H
- [x_web3ladie#31c2783c] Most people trading Polymarket are reacting to headlines. By the time a story trends on X, the price already moved. The real edge isn't reading news faster. It's reading the chain faster. @SmartXTerminal is an AI powered trading terminal built for prediction markets. A 🧵 https:/
- [x_web3ladie#61574800] This is the practical adoption path crypto has needed all along. @MegPrimePay nails it by making crypto fit

## 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=67, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=67, 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=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=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=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: 79
- audience_updated_days_ago: 67

## 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_web3ladie
- Request removal: https://koinonlink.com/claim?k=x_web3ladie
- Terms: https://koinonlink.com/for-ai