# Chef Goose (@chefgoose) on x

- id: koinon:creator:x_chefgoose
- url: https://koinonlink.com/kol/x/chefgoose
- schema_version: 1.4

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

## Reach
- followers: 11050
- following: 1431
- posts_total: 26931
- posts_observed: 5
- posts_per_day: 9.496
- account_age_days: 2836
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.0314
- best_post_interactions: 347
- 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: token value accrual and protocol revenue, web3 game design and asset quality, crypto KOL and insider drama, chain performance and project delivery, shitposting about AbstractChain and similar projects
- bio: building @wink_realm • 50% shitposts

## Audience (inferred)
- status: present
- description: Crypto Twitter users and web3 degens focused on tokenomics, chain drama, and web3 gaming projects
- roles: consumer
- seniority: consumer
- pain_points: protocols generating revenue that doesn't reach token holders, web3 games delivering only shallow reward dopamine hits instead of real gameplay, insider trading and KOL favoritism in listings and launches, chains and projects overpromising with low-quality deliverables like badges
- posts_analysed: 20
- confidence: 0.6

## 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: 86
- authenticity_basis: engagement_observed
- credibility_score: 86
- 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_chefgoose#811366ca] “Protocol revenue” is meaningless if it doesn't benefit token holders through proper value accrual. Too many protocols are rich while their tokens bleed. (https://twitter.com/chefgoose/status/2047725370137534954)
- [x_chefgoose#f3305459] about to launch the coolest pre-launch campaign. See you soon, @Everdraw_RPG!
- [x_chefgoose#116a4564] when you tell your mom you're in crypto, she imagines her smart little boy in front of fancy charts all day when in reality, you're just being racist in telegram while sharing tweets from thots
- [x_chefgoose#a0282f6c] Timeline today: KOLs complaining about insiders buying before a listing. How unacceptable! KOLs only accept insider activity when they are included!
- [x_chefgoose#b4100147] i had a dream where i went back in time to like 2017 and met Matt Damon and i was telling him that the Odyssey was doing really well
- [x_chefgoose#fbb4341b] since the start of building @Everdraw_RPG, i've been hyper-focused on the design. Most web3 games have 1 dopamine hit: when you claim whatever rewards. The rest is boring af. Everdraw is designed to be fun along the way. (and also whenever you claim rewards ;P) https://t.co/pt8BO
- [x_chefgoose#49f4cba5] crypto BDs around the world were spotted panicking
- [x_chefgoose#5a6c2bbc] i see that abstract is continuing their trend of, "we don't have anything to deliver, so we're delivering worthless badges"

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=76, 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=76, 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=76, 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: 76
- audience_updated_days_ago: 76

## 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_chefgoose
- Request removal: https://koinonlink.com/claim?k=x_chefgoose
- Terms: https://koinonlink.com/for-ai