# Sabrina Ramonov 🍄 (@sabrina_ramonov) on threads

- id: koinon:creator:threads_sabrina_ramonov
- url: https://koinonlink.com/kol/threads/sabrina_ramonov
- schema_version: 1.4

## Identity
- platform: threads
- handle: sabrina_ramonov
- platform_url: https://www.threads.net/@sabrina_ramonov
- entity_type: creator
- person_id: koinon:person:tiktok_sabrina_ramonov

## Reach
- followers: 45342
- posts_observed: 1
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00033
- best_post_interactions: 15
- 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
- subcategory: ai_tools
- category_confidence: 0.94
- category_source: derived_from_recent_content
- topics: Organic growth via social SEO, AI privacy controls and data safety, Free AI learning for startups, Startup growth hacking with AI
- bio: 🔥 Teach 10M people AI
🏴‍☠️ Sold my AI startup $10M+
👇 Click below to learn AI 100% FREE 👇

## Audience (inferred)
- status: present
- description: People building or growing startups, especially founders and growth hackers focused on organic user acquisition and AI-powered marketing
- roles: ads
- seniority: practitioner
- pain_points: Struggling to get organic traction without paid ads, Not knowing how to leverage AI tools like ChatGPT without compromising data privacy, Lacking clear, actionable checklists for implementing privacy-safe AI strategies
- posts_analysed: 3
- confidence: 0.4

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

## Quality signals
- authenticity_score: 49
- authenticity_basis: engagement_observed
- credibility_score: 84
- 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_sabrina_ramonov#4ab084f9] Social SEO is here 15.5M+ organic views in 30 days for $0 I know startups getting tons of users from organic social Literally a hack if you know how to repeatably acquire attention For the last few months, I've been building a Claude Code system ...to publish 250 posts/week Witho (https://www.threads.com/@sabrina_ramonov/post/DZ5ORqyFpFo)
- [threads_sabrina_ramonov#4eb18a29] Follow and comment "PRIVACY" and I'll send you the checklist 👇 Turning off ChatGPT training doesn't delete your chats. Use Data Controls to switch training off, delete all chats for conversations, or delete your account for a permanent closure. Export anything you need first. Do
- [threads_sabrina_ramonov#2c0466a3] Follow and commen

## 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=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=20, 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=122, 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=122, 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=122, method=platform_profile

## Freshness
- profile_checked_days_ago: 122
- content_analysed_days_ago: 79
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 8
- user_triggered_requests: 2
- last_user_triggered_day: 2026-10-18
- 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_sabrina_ramonov
- Request removal: https://koinonlink.com/claim?k=threads_sabrina_ramonov
- Terms: https://koinonlink.com/for-ai