# Carla Roy Cooper (@theofficial_carlar10) on threads

- id: koinon:creator:threads_theofficial_carlar10
- url: https://koinonlink.com/kol/threads/theofficial_carlar10
- schema_version: 1.4

## Identity
- platform: threads
- handle: theofficial_carlar10
- platform_url: https://www.threads.net/@theofficial_carlar10
- website: http://instagram.com/carlaroy10
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 12827
- posts_observed: 1
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00125
- best_post_interactions: 16
- 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: software
- category_confidence: 0.8
- category_source: derived_from_discovery_path
- topics: Daily appearance and self-image, Online harassment and banter, Lifestyle aspirations, Casual humor
- bio: Mum above all else!! ❤️ Spoken for, man deserves a Medal. 😬 
MDNI 🔞❌
Here for the Banter, laughs and to be my Fvcked Up Feral self without judgement!

## Audience (inferred)
- status: present
- description: Casual personal social media users, mostly women or moms seeking relatable banter and daily life shares
- roles: none
- seniority: consumer
- pain_points: Receiving daily online insults and negativity, Balancing motherhood with personal expression online
- posts_analysed: 7
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 74
- authenticity_basis: engagement_observed
- credibility_score: 74
- 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_theofficial_carlar10#dd0e65e2] Hair never got any better as the day went on 😬😬😬 (https://www.threads.com/@theofficial_carlar10/post/DaDvq3sgDP1)
- [threads_theofficial_carlar10#73652c4a] I’m out for a while folks… take care of you. 🫶🏻
- [threads_theofficial_carlar10#c0af3cab] I get called an ugly B1tch, not hot, horrible to wake up to (and they are the nice things) on here on the daily!! I seen a post like this from another woman & it made me think!! Disgusting what women have to put up with online!! A lot of the time from faceless accounts!! But here
- [threads_theofficial_carlar10#a7e818ce] You ever get a bug flies over a light above you and you think it must be a fucking eagle by the way the light dims? No? Just me? Alrighty then 🤷🏼‍♀️😬
- [threads_theofficial_carlar10#41ddd8db] Fresh faced Monochrome mondays!! 🖤
- [threads_theofficial_carlar10#da759683] Dreaming of a life where this is every morning… 💭🌅🌊
- [threads_theofficial_carlar10#fb279596] You have insta and then you have… well wh

## 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=79, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=79, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=79, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=79, 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=79, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=118, 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=79, 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=118, 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=118, method=platform_profile

## Freshness
- profile_checked_days_ago: 118
- content_analysed_days_ago: 79
- audience_updated_days_ago: 79

## 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_theofficial_carlar10
- Request removal: https://koinonlink.com/claim?k=threads_theofficial_carlar10
- Terms: https://koinonlink.com/for-ai