# Reid (@reidlikeabook) on x

- id: koinon:creator:x_reidlikeabook
- url: https://koinonlink.com/kol/x/reidlikeabook
- schema_version: 1.4

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

## Reach
- followers: 1846
- following: 801
- posts_total: 6029
- posts_observed: 10
- posts_per_day: 0.942
- account_age_days: 6398
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.02871
- best_post_interactions: 53
- 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: Blockchain tokenization, DeFi and credit products, Crypto startups, Bitcoin
- bio: Always hungry, rarely sleeping. @figure frmly @securitize @blockchain. Crypto, credit, start-ups. Opinions could only irreverently be my own. #bitcoin

## Audience (inferred)
- status: present
- description: Crypto enthusiasts and fintech followers interested in tokenization, DeFi, and blockchain startups
- roles: none
- seniority: consumer
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.6
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 65
- authenticity_basis: engagement_observed
- credibility_score: 65
- 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_reidlikeabook#5ece80a0] https://t.co/kmKGfJHCtp (https://twitter.com/reidlikeabook/status/2056897883413057826)
- [x_reidlikeabook#93b30fde] .@amazon requires a police report to refund @WholeFoods items it didn’t deliver. That’s an awful abuse of public services! https://t.co/2zv1ZVewi4
- [x_reidlikeabook#3d26bc43] https://t.co/ABSN4BuZEB
- [x_reidlikeabook#a151e34f] That’s what happens when you democratize access to assets previously only available for financing from the largest banks!
- [x_reidlikeabook#e78ea416] The highway is open! PRIME wasn't just one product. It was the @HastraFi proof of concept. Introducing AUTO, SMB, Receivables & more 👇 https://t.co/56Tum3jTjl
- [x_reidlikeabook#2169a726] https://t.co/jDeEFQd3dr
- [x_reidlikeabook#dddcdf73] Congrats @carlosdomingo and the rest of the @Securitize team! 👏👏👏
- [x_reidlikeabook#22c78087] “결국은 자본과 유동성이 자유롭게 국경없이 결합할 수 있는 진정한 의미의 온체인, 즉 개방형 탈중앙화에서 혁신이 이뤄질 것이다.” https://t.co/xqWJEeW4YH

## 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=78, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=78, 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=78, 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=78, 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: 78
- audience_updated_days_ago: 78

## AI retrieval
- indexing_requests: 12
- 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_reidlikeabook
- Request removal: https://koinonlink.com/claim?k=x_reidlikeabook
- Terms: https://koinonlink.com/for-ai