# Carlo Ople (@carloople) on threads

- id: koinon:creator:threads_carloople
- url: https://koinonlink.com/kol/threads/carloople
- schema_version: 1.4

## Identity
- platform: threads
- handle: carloople
- platform_url: https://www.threads.net/@carloople
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 31738
- posts_observed: 1
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00353
- best_post_interactions: 112
- 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: gaming
- subcategory: igaming
- category_confidence: 0.4
- category_source: derived_from_discovery_path
- topics: side hustles and small business, gambling and integrity criticism, ad agency/CEO experiences, local Filipino social commentary, personal life
- bio: Entrepreneur, Creator, and TCG Gamer

## Audience (inferred)
- status: present
- description: Filipino social media users following mixed business commentary, side hustles, local social issues, and occasional personal updates
- roles: none
- seniority: consumer
- 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: 86
- authenticity_basis: engagement_observed
- credibility_score: 86
- 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_carloople#688a4269] Bababa daw presyo ng kuryente? It’s a PRANK! 😂 (https://www.threads.com/@carloople/post/DZ6WJhekxmc)
- [threads_carloople#a385150c] Successful Filipino Restaurant CEO shares FOOD SIDE HUSTLES with just 50,000 capital. 🫡 #podcast #podcastclips
- [threads_carloople#e498bc0f] Dear Bingo Plus, Sugal is NOT Diskarte.
- [threads_carloople#b4dba445] Magkano ninyo binenta integredad ninyo?
- [threads_carloople#e7a70f99] 4 of our 5 cats at home this morning. Si Cleo nagtatago somewhere. 😂
- [threads_carloople#df4528ad] Kung tawagin mo t*nga ang isang tao at insultuhin mo pa lalo, sa mga tingin niyo ba ma-convince sila to see your point of view and agree with you? Yan ang problema ngayon the PH politics. Sobrang polarized na ang baba ng level of discourse. Dapat itaas ulit para we actually start
- [threads_carloople#f8384202] What does it take to be the CEO of an award winning and massively successful ad agency? I worked with @bonatb for more than 5 years when I w

## 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=121, 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=121, 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=121, method=platform_profile

## Freshness
- profile_checked_days_ago: 121
- content_analysed_days_ago: 79
- audience_updated_days_ago: 79

## AI retrieval
- indexing_requests: 7
- 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_carloople
- Request removal: https://koinonlink.com/claim?k=threads_carloople
- Terms: https://koinonlink.com/for-ai