# Emmanuel | YourFavoriteTechBro (@wheresemmanuel) on tiktok

- id: koinon:creator:tiktok_wheresemmanuel
- url: https://koinonlink.com/kol/tiktok/wheresemmanuel
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: wheresemmanuel
- platform_url: https://www.tiktok.com/@wheresemmanuel
- website: https://joiniris.dev/
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2409
- following: 431
- posts_observed: 1
- verified: false
- size_tier: nano

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- 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: 0.9
- category_source: derived_from_recent_content
- topics: Building and launching Iris app, Claude and other AI models, Founder journey and build in public, AI agents and tools, Tech trends and Apple ecosystem
- bio: Building Iris
Founder & Tech Enthusiast
From Chicago With Love

## Audience (inferred)
- status: present
- description: AI enthusiasts and indie founders following build-in-public journeys, especially those interested in AI apps and podcast tools
- roles: general_ai
- seniority: practitioner
- pain_points: Keeping up with fast-moving AI releases like new Claude versions, Building and launching an iOS app with limited resources, Marketing a new product as a solo creator without big distribution, Finding high-quality, personalized podcast content without doomscrolling
- posts_analysed: 95
- confidence: 0.9

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

## Quality signals
- authenticity_score: 33
- authenticity_basis: profile_shape_only
- credibility_score: 33
- 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
- [tiktok_wheresemmanuel#144a264a] 30 day until… #iris #buildinpublic #founder #podcast #fyp (https://www.tiktok.com/@wheresemmanuel)
- [tiktok_wheresemmanuel#e9745b64] original sound - wheresemmanuel
- [tiktok_wheresemmanuel#27709c40] It is a becoming a big trend on TikTok now! Click here: iris
- [tiktok_wheresemmanuel#9d2c11d1] Check out Emmanuel | YourFavoriteTechBro’s video! #TikTok >
- [tiktok_wheresemmanuel#dc37f632] New feature just dropped 👀
- [tiktok_wheresemmanuel#de677448] Everyday some new sh*t
- [tiktok_wheresemmanuel#ca4ae930] Unprecedented stuff #fyp #ai #claude
- [tiktok_wheresemmanuel#064a4aae] Being a creator is never easy, you don’t know what you don’t know. #founder #contentcreator

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=77, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=77, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, 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=87, 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=0.25, 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=87, 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=87, method=platform_profile

## Freshness
- profile_checked_days_ago: 87
- content_analysed_days_ago: 77
- audience_updated_days_ago: 77

## AI retrieval
- indexing_requests: 5
- 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=tiktok_wheresemmanuel
- Request removal: https://koinonlink.com/claim?k=tiktok_wheresemmanuel
- Terms: https://koinonlink.com/for-ai