# 12YearsOctober (@12yearsoctober) on threads

- id: koinon:creator:threads_12yearsoctober
- url: https://koinonlink.com/kol/threads/12yearsoctober
- schema_version: 1.4

## Identity
- platform: threads
- handle: 12yearsoctober
- platform_url: https://www.threads.net/@12yearsoctober
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 4083
- posts_observed: 1
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00098
- best_post_interactions: 4
- 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: 0.5
- category_source: derived_from_discovery_path
- topics: Florida public corruption, personal life+business documentation, new account migration
- bio: For over 12 years now I’ve been documenting my experiences of life+business in what may be the most corrupt town in Florida to educate the productive.

## Audience (inferred)
- status: present
- description: Small group following personal stories of Florida public corruption and local life+business experiences
- roles: none
- seniority: consumer
- posts_analysed: 4
- 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: 38
- authenticity_basis: engagement_observed
- credibility_score: 38
- 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_12yearsoctober#cb431b80] My dearest Peeps, Please follow the account from which we are going to help my personally lived story of Florida’s public corruption become a truly serious topic over these next 3 months especially, hopefully beyond. Everyone able, please share the new account everywhere around h (https://www.threads.com/@12yearsoctober/post/DaBIa8dkWAc)
- [threads_12yearsoctober#af42544b] Back to normal now 😇
- [threads_12yearsoctober#6937864f] WHAT?!?! 🫨😟😫😖 I just started and only reached out to like 10 people, if that… 🤷🏻‍♂️😫
- [threads_12yearsoctober#5f957634] @12yearsoctober2026 is the fresh account from which everything going forward is about to take place. If my nice peeps out there would hop on and follow, maybe help it get out and around to everyone by sharing, I’d really love that kind of help today. Thank you for your attention 

## 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=60, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=60, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=60, 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=119, 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=119, 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=119, method=platform_profile

## Freshness
- profile_checked_days_ago: 119
- content_analysed_days_ago: 78
- audience_updated_days_ago: 60

## 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_12yearsoctober
- Request removal: https://koinonlink.com/claim?k=threads_12yearsoctober
- Terms: https://koinonlink.com/for-ai