# 𝐊𝐢𝐦 𝐒𝐚𝐫𝐫𝐞𝐚𝐥 (@kimsarrealofficial) on threads

- id: koinon:creator:threads_kimsarrealofficial
- url: https://koinonlink.com/kol/threads/kimsarrealofficial
- schema_version: 1.4

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

## Reach
- followers: 1170
- posts_observed: 1
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.1265
- best_post_interactions: 148
- 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: fashion
- category_confidence: 0.75
- category_source: derived_from_recent_content
- topics: Women empowerment and community building, Golf lifestyle for women, Event marketing and lead collection, Luxury real estate and personal lifestyle
- bio: Luxury real estate 
Golf Lifestyle ⛳️
Women Empowerment 👑
Founder of Par Tee Queens
Building communities, meaningful connections for ambitious women

## Audience (inferred)
- status: present
- description: Ambitious women interested in golf lifestyle, luxury real estate, and women-focused community building
- roles: consumer
- seniority: consumer
- pain_points: Finding consistent community and participation in women’s golf events despite weather or logistics, Maximizing event booths as actual lead-generation and sales assets rather than just visibility, Managing personal transitions like moving and decluttering while maintaining a polished lifestyle
- posts_analysed: 4
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: engagement_observed
- credibility_score: 58
- 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
- [threads_kimsarrealofficial#c69036a6] If you’re old enough to use a public restroom… You’re old enough to clean up after yourself. The fact that this still needs to be said is embarrassing. (https://www.threads.com/@kimsarrealofficial/post/DYga9IDkzsN)
- [threads_kimsarrealofficial#30d87030] Rain wasn’t part of the plan, but showing up was. ☔️⛳️ Grateful for every Queen who chose to play anyway. These are the moments that build a community. 💚 #parteequeens #golf #lifestyle #fashion
- [threads_kimsarrealofficial#222beea2] A booth isn’t “support.” It’s a marketing asset. If you’re showcasing products, collecting leads, booking clients, or selling at an event, you’re receiving direct access to someone else’s audience. And that’s valuable. The organizer spent months building that community, marketing
- [threads_kimsarrealofficial#91abd3ba] Moving out in 3 days and I need to declutter some bags, appliances and ou

## 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=67, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=67, 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: 67

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