# 𝐌𝐚𝐫𝐨 (@maro.maro_gram) on threads

- id: koinon:creator:threads_maro.maro_gram
- url: https://koinonlink.com/kol/threads/maro.maro_gram
- schema_version: 1.4

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

## Reach
- followers: 10790
- posts_observed: 1
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00973
- best_post_interactions: 105
- 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: entertainment
- subcategory: music
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: 个人音乐作品发布, 舞台与表演相关内容, 日常时尚造型与美学分享, 平行世界/个人故事主题
- bio: Japanese fashion model🇯🇵💎
Reaching for the global stage. 
Thank you for discovering me in this quiet beginning. 
Your support truly means the world🤍

## Audience (inferred)
- status: present
- description: Young fashion and music enthusiasts, primarily fans of Japanese models and emerging indie artists
- roles: consumer
- seniority: consumer
- pain_points: Difficulty discovering and keeping up with new releases from emerging indie musicians, Desire to see authentic, personally styled everyday fashion content, Longing for deeper emotional connections with idols or artists but limited access to meaningful interaction channels
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.4
- promotion_intent: 0.2
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 77
- authenticity_basis: engagement_observed
- credibility_score: 77
- 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_maro.maro_gram#a73ea62a] Maro’s debut single “Parallel me” is out now. ⁡ @marostudio.official This is the Tokyo Dome Live MV version. A fictional live visual created with the support of AI tools. Full version on Maro Studio YouTube. Streaming now on all platforms. ━━━━━━━━━━━━━━━ 麻呂のデビューシングル「Parallel me」 (https://www.threads.com/@maro.maro_gram/post/DZ3aELOknEW)
- [threads_maro.maro_gram#6ccc1eb8] I asked if she wanted to sing… then this happened. ✨⁡
- [threads_maro.maro_gram#754ddc69] Which face did you come to see?
- [threads_maro.maro_gram#a7a3c0f3] Just Maro, hiding in a little pink morning. 🎀
- [threads_maro.maro_gram#0f2ec3b8] A little page from my parallel world. “Parallel me” feels a little closer today. 🤍⁡
- [threads_maro.maro_gram#26125328] “Parallel me” — a little page from my parallel world. Singing it just for you. 🤍
- [threads_maro.maro_gram#7fa7917a] A little sunlight before going back on stage. ☀️✨
- [threads_maro.maro_gram#9fffa7fa] airport mode.

## 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=77, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=77, 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=77, 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=77, 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: 77
- audience_updated_days_ago: 77

## 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_maro.maro_gram
- Request removal: https://koinonlink.com/claim?k=threads_maro.maro_gram
- Terms: https://koinonlink.com/for-ai