# OLIVIA STEWART - The Texas Darlin 🌻 (@TheTexasDarlin) on x

- id: koinon:creator:x_thetexasdarlin
- url: https://koinonlink.com/kol/x/TheTexasDarlin
- schema_version: 1.4

## Identity
- platform: x
- handle: TheTexasDarlin
- platform_url: https://twitter.com/TheTexasDarlin
- website: http://linktr.ee/ostewart7
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 4089
- following: 7364
- posts_total: 1747
- posts_observed: 2
- posts_per_day: 8.051
- account_age_days: 217
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00196
- best_post_interactions: 8
- 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: lifestyle
- subcategory: home_living
- category_confidence: 0.75
- category_source: derived_from_recent_content
- topics: personal family life, crafting and holistic health, faith and gratitude, cybersecurity conferences, genealogy and Texas history
- bio: Mama🩷🩵Partner 👩‍❤️‍💋‍👨10th gen Texan ❤️ Cybersecurity🤓Hiking🥾Hunting🦌 Farming👩‍🌾Crafting🧶Holistic health
NARO| DAR 🇺🇸

## Audience (inferred)
- status: present
- description: Everyday consumers, primarily homemakers, interested in personal life, family, crafts, and Texas lifestyle
- roles: none
- seniority: consumer
- posts_analysed: 20
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.1
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 44
- authenticity_basis: engagement_observed
- credibility_score: 44
- 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
- [x_thetexasdarlin#f826e338] Viva Las Vegas ✨ https://t.co/XLCbsWh3LH (https://twitter.com/TheTexasDarlin/status/2063061531902796092)
- [x_thetexasdarlin#2a550811] Had a lovely tea with the girls 💕 https://t.co/cPyACNubEW
- [x_thetexasdarlin#c7b94717] Currently at a conference in Vegas, with some of the best hackers on the planet. Trump just got in last night. Should be an interesting week. Honestly just praying nothing crazy happens. 🙏
- [x_thetexasdarlin#331f5d4b] Before my flight this morning, I finished up these adorable goat's milk and turmeric highland cow soaps for a customer. 🥰 I love them! https://t.co/vJlaOxdFJe
- [x_thetexasdarlin#9ff69f42] What a beautiful day the Lord has made. Hope everyone has the best Sunday! ☀️❤️ https://t.co/MSYCFtOHE8
- [x_thetexasdarlin#402bba33] Does anyone just read one book at a time, or do other people have side-quest reads? Currently reading three different books in tandem.😂📚
- [x_thetexasdarlin#17149a09] I love days like today 🥰
- [x_thetexasdarlin#24cba968] Thank you so much @tina_spitfire 🥰 Y'all really know how to make a Texas girl blush ☺️ I'm trying to follow everyone back, but X is limiting me right now. So excited to follow all these new amazing accounts 🇺🇸❤️

## 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=111, 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=111, 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=111, method=platform_profile

## Freshness
- profile_checked_days_ago: 111
- content_analysed_days_ago: 76
- 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=x_thetexasdarlin
- Request removal: https://koinonlink.com/claim?k=x_thetexasdarlin
- Terms: https://koinonlink.com/for-ai