# BuildwithB (@bryanairellano) on tiktok

- id: koinon:creator:tiktok_bryanairellano
- url: https://koinonlink.com/kol/tiktok/bryanairellano
- schema_version: 1.4

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

## Reach
- followers: 2231
- following: 434
- posts_total: 55
- 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: ecommerce
- subcategory: dtc_brand
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Custom home construction, On-site project management, Photography and videography in construction, Builder branding on TikTok, Residential renovation and design
- bio: PM Builder - Custom Homes 🏡
Dallas, TX 
Insta:bryanairellano

## Audience (inferred)
- status: present
- description: Construction project managers and residential builders, primarily focused on custom home building in the US Southwest
- roles: ecom_ops
- seniority: practitioner
- pain_points: Struggling to document and showcase high-quality visuals of custom home builds for marketing, Finding it hard to attract clients through authentic, behind-the-scenes content on social media, Needing to balance crew management with personal branding and content creation on TikTok, Lacking a consistent visual style and workflow for on-site photography and video production
- posts_analysed: 40
- confidence: 0.75

## 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: 40
- authenticity_basis: profile_shape_only
- credibility_score: 40
- 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_bryanairellano#8eb07863] Replying to @𝓵𝓮𝓵𝓮𝓮_𝓾𝓾𝓶𝓶𝓸𝓴𝓲𝓮 Math courses I took for my bachelors degree in construction management at UTA. Other colleges will be different. #constructionmanagement #construction #college #architecture #drake #bryanairellano #question #projectmanager #university #wen (https://www.tiktok.com/@bryanairellano)
- [tiktok_bryanairellano#e8b8fe68] original sound - dhanlyrcss_x
- [tiktok_bryanairellano#bbe6dd83] It is a becoming a big trend on TikTok now! Click here: constructionmanagement
- [tiktok_bryanairellano#f03ca4c4] Check out BuildwithB’s video! #TikTok >
- [tiktok_bryanairellano#0a54a84b] Come to work with your favorite Construction Manager 👷🏽‍♂️ #generalcontractor #architecture #homedecor #construction #constructionmanagement #dayinthelife #Vlog #interiordesign
- [tiktok_bryanairellano#ab68c7dc] Bandida
- [tiktok_bryanairellano#dd609730] Inside look at my day to day as a Construction/Project Manager for a residential home builder 👷🏽‍♂️ #homedecor #construction #Vlog #constructionmanager #projectma

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

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=47, 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=0, 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=47, 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=47, method=platform_profile

## Freshness
- profile_checked_days_ago: 47
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

## AI retrieval
- indexing_requests: 1
- 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_bryanairellano
- Request removal: https://koinonlink.com/claim?k=tiktok_bryanairellano
- Terms: https://koinonlink.com/for-ai