# BuccoCapital Bloke (@buccocapital) on x

- id: koinon:creator:x_buccocapital
- url: https://koinonlink.com/kol/x/buccocapital
- schema_version: 1.4

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

## Reach
- followers: 182960
- following: 1198
- posts_total: 16033
- posts_observed: 11
- posts_per_day: 8.13
- account_age_days: 1972
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00006
- best_post_interactions: 11
- 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: investing
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: software investing dynamics, tech company team and revenue metrics, enterprise adoption delays, stock selling and investment decisions
- bio: Tweeting about tech and gabagool

## Audience (inferred)
- status: present
- description: Tech investors and public market followers focused on software companies, stock performance, and enterprise tech adoption
- roles: none
- seniority: decision_maker
- pain_points: Assessing unprofitable software businesses based on future potential rather than current earnings, Tracking delayed revenue timelines and enterprise adoption hurdles for large tech projects, Interpreting mixed stock signals around companies like DoorDash amid business investment debates
- posts_analysed: 4
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 61
- authenticity_basis: engagement_observed
- credibility_score: 96
- 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_buccocapital#2283f1e1] TEAM from 140 to 56 to 140 in six months. Great work everyone (https://twitter.com/buccocapital/status/2016195766033731955)
- [x_buccocapital#b78ea1db] Software investing is so funny because: 1. Almost none of these businesses make any money, so you’re mostly investing in vibes and the future 2. It’s incredibly easy to benchmark and compare, which creates the illusion that these businesses are all similar when really they are in
- [x_buccocapital#4a80ce97] A trillion of revenue for SPCX has been pushed out from 2030 back to 2031 while they iron out a few hiccups impacting enterprise adoption
- [x_buccocapital#72bb71a4] Who is selling DoorDash because it’s…investing in the business? Li

## 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=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=76, 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: 76

## AI retrieval
- indexing_requests: 14
- 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_buccocapital
- Request removal: https://koinonlink.com/claim?k=x_buccocapital
- Terms: https://koinonlink.com/for-ai