# Bry - Decibel (@borntobry) on x

- id: koinon:creator:x_borntobry
- url: https://koinonlink.com/kol/x/borntobry
- schema_version: 1.4

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

## Reach
- followers: 1165
- following: 466
- posts_total: 2610
- posts_observed: 3
- posts_per_day: 7.151
- account_age_days: 365
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.08155
- best_post_interactions: 95
- 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: 0.85
- category_source: derived_from_recent_content
- topics: meme coin trading signals, market sentiment and animal spirits, crypto earnings impact on price action, Web3 projects with real-world utility, speculative trading psychology
- bio: head of foundation @DecibelTrade | making noise, finding signal | opinions are my own

## Audience (inferred)
- status: present
- description: crypto traders and early-stage Web3 investors, primarily active in meme coin and speculative asset trading
- roles: ads
- seniority: practitioner
- pain_points: struggling to identify high-potential meme coins before they surge, fear of missing out on market-moving narratives due to slow reaction time, difficulty in distinguishing genuine momentum from hype traps
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.2
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 50
- authenticity_basis: engagement_observed
- credibility_score: 50
- 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_borntobry#7e6bd13f] this is why you should have locked down your situationship pre hyperinflation (https://twitter.com/borntobry/status/2068503855659176163)
- [x_borntobry#ca982e40] hiring just go forward people
- [x_borntobry#0cd99613] w in chat fam https://t.co/RBZUy7nBCR
- [x_borntobry#6ffe4a05] me showing her the slack meme i sent with 10 🔥 reactions https://t.co/9etbNn7JUY
- [x_borntobry#e8622fce] earnings are landing this week and we are boosting your points on $NFLX Netflix and chill? or Netflix and volatile ?
- [x_borntobry#930144c0] https://t.co/7z5HJLqbd4
- [x_borntobry#7e795ed6] fable5 is already having real world impact
- [x_borntobry#05bbe604] the markets want the animal spirits. everybody’s saying it. the smartest people, guys with tremendous track records, they call me and they say sir, we need the animal spirits back. i’m not asking for it. i don’t need it. the people are asking. the people want it, they want it so 

## 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=115, 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=115, 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=115, method=platform_profile

## Freshness
- profile_checked_days_ago: 115
- content_analysed_days_ago: 80
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 8
- 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_borntobry
- Request removal: https://koinonlink.com/claim?k=x_borntobry
- Terms: https://koinonlink.com/for-ai