# Simpson 🌐 🪂 (@SimpsonStonk) on x

- id: koinon:creator:x_simpsonstonk
- url: https://koinonlink.com/kol/x/SimpsonStonk
- schema_version: 1.4

## Identity
- platform: x
- handle: SimpsonStonk
- platform_url: https://twitter.com/SimpsonStonk
- website: https://de.fi/account/0x11aee21dC2Ec84BD5Ecd955e7D2053AfD06d3DB1
- entity_type: creator
- person_id: koinon:person:x_simpsonstonk

## Reach
- followers: 2910
- following: 3275
- posts_total: 9676
- posts_observed: 4
- posts_per_day: 4.376
- account_age_days: 2211
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00103
- best_post_interactions: 3
- 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: Crypto trading signals, Airdrop tracking, NFT opportunities, Play-to-earn gaming, Market noise reduction, Efficient trading workflows
- bio: Finding New Opportunity to Keep (HODL) Cryptocurrency Trader. #Airdrop #NFT #Play2Earn https://t.co/9xyGRc84Vm https://t.co/pfjCfg4YDQ

## Audience (inferred)
- status: present
- description: Crypto traders focused on spotting opportunities, especially in airdrops, NFTs, and play-to-earn, who struggle with information overload
- roles: ads
- seniority: practitioner
- pain_points: Overwhelmed by constant market noise and endless data feeds, Difficulty staying informed across multiple cryptocurrencies simultaneously, Struggling to identify high-potential opportunities without spending excessive time monitoring charts, Lack of structured, concise updates to make timely, data-driven trading decisions
- posts_analysed: 6
- 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: 45
- authenticity_basis: engagement_observed
- credibility_score: 45
- 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
- [x_simpsonstonk#b44dc65c] Instead of watching charts all day, use @BUDSignal_io to spot potential opportunities faster and save time for research and execution. (https://twitter.com/SimpsonStonk)
- [x_simpsonstonk#871bf1e0] I use @BUDSignal_io to cut through the noise. It highlights potential opportunities so I can focus on planning trades instead of doomscrolling endless feeds.
- [x_simpsonstonk#e5653bed] Staying informed across multiple coins is tough; @BUDSignal_io keeps you connected to major shifts so you do not miss important context while managing work and daily life.
- [x_simpsonstonk#d08306fd] Busy traders need efficiency; @BUDSignal_io saves time by summarizing complex moves into simple updates, letting you review trends faster and plan your next steps calmly.
- [x_simpsonstonk#8c23ab1e] Staying informed is easier with @BUDSignal_io’s structured updates, which cut through overload and support more confident, data-driven trading choices daily.
- [x_simpsonstonk#69cd69d6] With 24/7 crypto markets, @BUDSignal_io reduces noise by highlighting key movements, helping u

## 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=80, 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=80, 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=80, 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: 80
- 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_simpsonstonk
- Request removal: https://koinonlink.com/claim?k=x_simpsonstonk
- Terms: https://koinonlink.com/for-ai