# DaybyDayDesiree (@daybydaydesiree) on youtube

- id: koinon:creator:youtube_daybydaydesiree
- url: https://koinonlink.com/kol/youtube/daybydaydesiree
- schema_version: 1.3

## Identity
- platform: youtube
- handle: daybydaydesiree
- platform_url: https://www.youtube.com/@daybydaydesiree
- country: United States
- entity_type: creator
- person_id: koinon:person:youtube_daybydaydesiree

## Reach
- followers: 18400
- posts_observed: 31
- verified: false
- size_tier: koc

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- 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: gaming
- subcategory: igaming
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: slot machine gameplay, max bet challenges, free play conversions, follower-picked machines, casino wins and jackpots, Vegas casino visits
- bio: Subscribe if you enjoy: Low roller slot play Casino vlogs & challenges Free play & comps tips Beginner-friendly gambling ...

## Audience (inferred)
- status: present
- description: Low-stakes slot players and recreational casino gamblers who enjoy watching real-money gameplay, wins, and challenges
- roles: consumer
- seniority: consumer
- pain_points: Struggling to turn small bets into meaningful wins, Wanting new engaging slot games but unsure which to try, Managing limited casino bankroll without quick losses, Missing bonuses or jackpots on popular machines
- posts_analysed: 48
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 47
- authenticity_basis: profile_shape_only
- credibility_score: 47
- 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
- [youtube_daybydaydesiree#48602bf7] I wasn’t expecting this (https://www.youtube.com/@daybydaydesiree)
- [youtube_daybydaydesiree#3ecb5cde] Max bet Monday
- [youtube_daybydaydesiree#7e82b13f] Friday follower pick! #casino #casinolife #gamble #fridayfollower
- [youtube_daybydaydesiree#1c56d829] Link in description
- [youtube_daybydaydesiree#d310182b] I GOT A HANDPAY ON THIS MACHINE
- [youtube_daybydaydesiree#07cee5bd] I PLAYED MILLION DOLLAR DRAGON LINK
- [youtube_daybydaydesiree#254f170b] Let’s go to the casino  and win! #casino #slots #casinoshorts #
- [youtube_daybydaydesiree#8d9d8487] I got the maxi! #casino #casinoshorts

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

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=30, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=30, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=30, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=18, 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=0.25, freshness_days=0, 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=18, 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=18, method=platform_profile

## Freshness
- profile_checked_days_ago: 18
- content_analysed_days_ago: 0
- audience_updated_days_ago: 30

## AI retrieval
- indexing_requests: 1
- 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=youtube_daybydaydesiree
- Request removal: https://koinonlink.com/claim?k=youtube_daybydaydesiree
- Terms: https://koinonlink.com/for-ai