# Monae Bryan-Ingram (@briyourmuse_) on threads

- id: koinon:creator:threads_briyourmuse_
- url: https://koinonlink.com/kol/threads/briyourmuse_
- schema_version: 1.4

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

## Reach
- followers: 1665
- posts_observed: 1
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.02402
- best_post_interactions: 40
- 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: lifestyle
- subcategory: beauty
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: 美妆服务寻找, 美甲护理, 婚姻关系, 个人生活更新
- bio: Wife•Business Owner•

## Audience (inferred)
- status: present
- description: Female consumers, everyday users primarily interested in beauty, nail care, and marriage life topics
- roles: consumer
- seniority: consumer
- pain_points: Finding trustworthy makeup artists and nail technicians, Dealing with unwelcome advice in marriage
- posts_analysed: 4
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.3
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 36
- authenticity_basis: engagement_observed
- credibility_score: 36
- 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_briyourmuse_#a475a9ad] 🚨 MAKEUP ARTISTS, MAKE SOME NOISE! 💄✨ It’s my birthday this Saturday, and I’m looking for a talented makeup artist with availability this Saturday. (https://www.threads.com/@briyourmuse_/post/DZ7Lj7njki9)
- [threads_briyourmuse_#86965020] My nail tech is moving soon, and of course I’m sad. 🥹🤎 But I know this next chapter is going to be even bigger and better for her! She’s going crazy with the nail deals before she leaves, so don’t wait until it’s too late. Go book your appointment and show her some love. Tell h
- [threads_briyourmuse_#6abe05ca] I really want @blendedbydee to give me a 101 makeup tutorial I’m shooting my shot y’all 🫶🏽🫶🏽
- [threads_briyourmuse_#9993d15b] One thing I absolutely hate about being a newly married couple is the unsolicited advice. If I didn’t ask for it, please don’t assume I need it. And just because you’ve been with someone for 10, 20, or 30 years doesn’t automatically make you the blueprint for marriage. Time alone

## 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=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=121, 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=121, 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=121, method=platform_profile

## Freshness
- profile_checked_days_ago: 121
- content_analysed_days_ago: 78
- audience_updated_days_ago: 76

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