# Akado (@AkadoSang) on x

- id: koinon:creator:x_akadosang
- url: https://koinonlink.com/kol/x/AkadoSang
- schema_version: 1.4

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

## Reach
- followers: 27698
- following: 3886
- posts_total: 53132
- posts_observed: 1
- posts_per_day: 13.489
- account_age_days: 3939
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00144
- best_post_interactions: 40
- 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: Bitcoin price action, Crypto market sentiment, BTC trading strategy, Candlestick pattern interpretation, Macro catalysts for crypto, Retail trader psychology
- bio: Crypto and Pokémon

## Audience (inferred)
- status: present
- description: Bitcoin and crypto traders, mainly retail investors tracking price action and macro sentiment
- roles: general_ai
- seniority: practitioner
- pain_points: Struggling to interpret short-term Bitcoin price movements and candlestick patterns, Frustrated by unclear macro signals that affect crypto market direction, Anxious about timing entries and exits without clear strategy or catalysts, Confused by conflicting narratives around Bitcoin's next move
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.6
- promotion_intent: 0.4
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 89
- authenticity_basis: engagement_observed
- credibility_score: 89
- 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_akadosang#11fdc01b] These will never enter the system again lmao gg (https://twitter.com/AkadoSang/status/2066110923006161064)
- [x_akadosang#ae3020b3] Btc rn https://t.co/BmvXemavSs
- [x_akadosang#48557d5c] wtf are these candles man
- [x_akadosang#9ebe717e] Here we go again
- [x_akadosang#27099cd5] Amazing things keep happening
- [x_akadosang#8fd2c111] If she survived this she will make it all back
- [x_akadosang#2500570e] Weekend btc price action looking like Saylor is getting filled for 340 btc @ $62,421 while current price 60k
- [x_akadosang#d5faa032] Don’t see why Bitcoin would pump while strategy situation isn’t more clear and that probably happens on an extreme event. Should drag until then Rest of crypto will follow maybe except few exceptions here and there

## 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=110, 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=110, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=117, 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=110, 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=117, 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=117, method=platform_profile

## Freshness
- profile_checked_days_ago: 117
- content_analysed_days_ago: 110
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 5
- 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_akadosang
- Request removal: https://koinonlink.com/claim?k=x_akadosang
- Terms: https://koinonlink.com/for-ai