# Chaela Icabales (@realchaela) on threads

- id: koinon:creator:threads_realchaela
- url: https://koinonlink.com/kol/threads/realchaela
- schema_version: 1.4

## Identity
- platform: threads
- handle: realchaela
- platform_url: https://www.threads.net/@realchaela
- website: http://stan.store/withchaela
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 4540
- posts_observed: 1
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.66674
- best_post_interactions: 3027
- 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: ecommerce
- subcategory: dtc_brand
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: Monetizing social media, Business cash flow, Customer retention, Profitability despite sales
- bio: • showing you how to turn social media into real income
• branding + content + online income
• grab my free course below!

## Audience (inferred)
- status: present
- description: Filipino small business owners and solopreneurs trying to earn income via social media and content
- roles: sales
- seniority: decision_maker
- pain_points: Cash flow problems in the business, High sales volume but still losing money, Good products with no repeat customers, Busy with operations but not generating profit
- posts_analysed: 6
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 75
- authenticity_basis: engagement_observed
- credibility_score: 75
- flagged_for_review: false
- koinon_bd_grade: A — 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_realchaela#df351e83] My first ever FREE course🥺✨ Ang hirap pala nito gumawa nito. I hope may matutunan kayo. YES, dito po ako nagsimula. 😊 Please sign up para sa early access: https://linktr.ee/chaelaicabales Yung mga nega and doubtful dyan, wala po ito bayad at hindi ito MLM. Dropshipping po ito a (https://www.threads.com/@realchaela/post/DOSjbWHie9Y)
- [threads_realchaela#aac68510] In business... BUSY doesn't always mean you're making MONEY.
- [threads_realchaela#0d86ec9e] Bakit maganda yung product mo, pero walang bumabalik na customer? 🤔
- [threads_realchaela#f97055ea] Good morning. Here's your reminder as a business owner:
- [threads_realchaela#426addf0] Nahihirapan ka ba sa cash flow ng negosyo mo ngayon? Or baka... Papunta ka na doon pero hindi mo pa masyadong napapansin. Let's talk about it. Baka kaya pa 'yan maiwasan. 🧵👇
- [threads_realchaela#2f20eca6] Bakit may mga negosyo na ang daming benta... pero nalulugi pa rin? Paano nangyayari 'yun? Let's talk about one of the biggest reasons businesses

## 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=78, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=78, 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=109, 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=109, 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=109, method=platform_profile

## Freshness
- profile_checked_days_ago: 109
- content_analysed_days_ago: 78
- audience_updated_days_ago: 78

## AI retrieval
- indexing_requests: 8
- 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_realchaela
- Request removal: https://koinonlink.com/claim?k=threads_realchaela
- Terms: https://koinonlink.com/for-ai