# Ingram Micro USA (@IngramMicroTechnologySolutions) on youtube

- id: koinon:creator:youtube_ingrammicrotechnologysolutions
- url: https://koinonlink.com/kol/youtube/IngramMicroTechnologySolutions
- schema_version: 1.3

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

## Reach
- followers: 2060
- 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: saas
- category_confidence: 0.9
- category_source: derived_from_discovery_path
- topics: Partner ecosystem building, Vendor and founder access for resellers, Peer networks and community support in IT channel, Growth strategies for IT solution providers, Cloud and AI adoption in channel businesses, Reseller success stories and case studies
- bio: What's next for your IT channel business? Ingram Micro is here to help you discover it. We'll teach you how to master emerging ...

## Audience (inferred)
- status: present
- description: IT channel partners, resellers, and solution providers in the US looking to grow through partnerships, vendor access, and peer networks
- roles: ecom_ops
- seniority: practitioner
- pain_points: Struggling to find reliable vendor partnerships that drive real business growth, Lacking access to key decision-makers and founders in the tech ecosystem, Finding it hard to scale operations without strong peer or community support, Facing challenges in differentiating their services in a crowded IT reselling market
- posts_analysed: 9
- confidence: 0.4

## 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: 35
- authenticity_basis: profile_shape_only
- credibility_score: 35
- 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
- [youtube_ingrammicrotechnologysolutions#f0b8cf64] How MRE Consulting Rewrote The Rules With Ingram Micro (https://www.youtube.com/@IngramMicroTechnologySolutions)
- [youtube_ingrammicrotechnologysolutions#0a51db48] How Access Group And Ingram Micro Built A Partnership That Drives Real Growth
- [youtube_ingrammicrotechnologysolutions#dbf94716] The Power of Peer Support: James’s Story
- [youtube_ingrammicrotechnologysolutions#5d4fa94c] The TXA Groups That Pushed My Business Forward
- [youtube_ingrammicrotechnologysolutions#e8802329] Access to Founders, Vendors & Peers? Yes Please, TXA.
- [youtube_ingrammicrotechnologysolutions#3162915c] Why This Operations SME Group Is One of Andy’s Favorites
- [youtube_ingrammicrotechnologysolutions#a6d52882] How a Women’s Breakfast Led Tiphanie to Trust X Alliance
- [youtube_ingrammicrotechnologysolutions#fb49e77f] How Ingram Micro and Microsoft Are Powering the Next Era of Cloud

## 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=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, 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=0, 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=0, 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=0, method=platform_profile

## Freshness
- profile_checked_days_ago: 0
- 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=youtube_ingrammicrotechnologysolutions
- Request removal: https://koinonlink.com/claim?k=youtube_ingrammicrotechnologysolutions
- Terms: https://koinonlink.com/for-ai