# Isaiah Garza (@isaiahgarza) on threads

- id: koinon:creator:threads_isaiahgarza
- url: https://koinonlink.com/kol/threads/isaiahgarza
- schema_version: 1.4

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

## Reach
- followers: 279685
- posts_observed: 1
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.0166
- best_post_interactions: 4642
- 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: mindset
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: 慈善助人故事, 儿童癌症患者圆梦, 名人合作与温馨互动, 无家可归儿童帮助, 个人善良行为分享
- bio: World changer ❤️

## Audience (inferred)
- status: present
- description: General consumers who enjoy heartwarming, inspirational stories about charity and helping others, especially emotionally engaged fans focused on children with cancer and homeless youth
- roles: consumer
- seniority: consumer
- pain_points: Feeling helpless when seeing children suffer from cancer or homelessness, Craving positive, uplifting content amid negative news, Wanting to participate in meaningful charitable actions through sharing or support, Experiencing strong emotional resonance with celebrity involvement in charitable stories
- posts_analysed: 5
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.1
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 100
- authenticity_basis: engagement_observed
- credibility_score: 100
- 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_isaiahgarza#1517a5aa] I took a 100 year old man to Disneyland & we became besties for life 🥹❤️ #wholesome #beautiful #family #kindness #love (https://www.threads.com/@isaiahgarza/post/DJCJFbmJT7p)
- [threads_isaiahgarza#7ed34a4e] The Rock surprises 9 year old battling cancer & made her Moana dream come true 🥹❤️ @therock #wholesome #beautiful #love #family
- [threads_isaiahgarza#89f6dd61] Moana hollywood premiere with my gurl Jazzy & @therock 🥰❤️🙏🏼 #beautiful #love #moana
- [threads_isaiahgarza#c8d37a6c] 9 year old girl is currently homeless battling brain cancer. Jazzy’s cancer has now spread to her spine & legs. My dream was give Jazzy a chance at life & to just be a kid with no financial worries. Today we changed her life forever 🥹❤️ #family #wholesome #love #beautiful
- [threads_isaiahgarza#916ebe1e] Little boy is homeless with bone cancer 🥹💔 he’s trying to save his leg & get a car…so we made his dream come true 💪💪💪 Thanks to you all we are now able to get Ian to see the best doctors to try to save his leg, get into a safe home & a brand new car to get to his cancer tre

## 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=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=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=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: 78
- audience_updated_days_ago: 78

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