# Contessa Brewer (@contessabrewer) on threads

- id: koinon:creator:threads_contessabrewer
- url: https://koinonlink.com/kol/threads/contessabrewer
- schema_version: 1.4

## Identity
- platform: threads
- handle: contessabrewer
- platform_url: https://www.threads.net/@contessabrewer
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2032
- posts_observed: 1
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00492
- best_post_interactions: 10
- measurement_source: threads_post_likes
- measurement_formula: likes on one post (Threads exposes no reply or repost count on this path)
- 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: entertainment
- subcategory: sports
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: sports betting, baseball games, NYC daily life, personal stories
- bio: Embracer of AI-generated photos. Lover of life, children, dogs and great stories, especially those about gambling and insurance. @CNBC

## Audience (inferred)
- status: present
- description: casual followers interested in everyday life, sports events, and New York City culture
- roles: none
- seniority: consumer
- posts_analysed: 6
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.4
- promotion_intent: 0.2
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 34
- authenticity_basis: engagement_observed
- credibility_score: 34
- 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
- [threads_contessabrewer#2441cd40] #fifaworldcup2026 #NYC (https://www.threads.com/@contessabrewer/post/DaHBvE6EbxC)
- [threads_contessabrewer#4a817d63] I asked the college-aged guys at the @brewers game if they bet. They all said yes. “Polymarket.” “Underdog.” None mentioned offshore sites. Sports betting has only just been legalized through tribal gaming and is not yet launched in Wisconsin. One guys said “I bet my whole salary
- [threads_contessabrewer#c560c542] Back in the day, when I did the stadium news update, I would say, “Hello Brewers Fans! Welcome to the Home of the Brewers. I’m Contessa Brewer.” Now I’m back. With my #BrewCrew. #GoMilwaukee #Brewers #mke
- [threads_contessabrewer#32d562b2] #WallStreet
- [threads_contessabrewer#d227a2d8] A rare sight- ice floating on the East River. Rare most winters at least. This has been a long, hard slog. Am I right? #Frozen #nyc
- [threads_contessabrewer#1444aafe] Went to Trader Joe’s yesterday. It wasn’t just the meat that had been wiped out. There were no onions, no peppers. Don’t worry. My sweet boys will not go hungry this #Snowmageddon - my neighborh

## 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=117, 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=117, 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=117, method=platform_profile

## Freshness
- profile_checked_days_ago: 117
- content_analysed_days_ago: 78
- audience_updated_days_ago: 78

## AI retrieval
- indexing_requests: 9
- 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=threads_contessabrewer
- Request removal: https://koinonlink.com/claim?k=threads_contessabrewer
- Terms: https://koinonlink.com/for-ai