# Jared James (@JaredJamestoday) on youtube

- id: koinon:creator:youtube_jaredjamestoday
- url: https://koinonlink.com/kol/youtube/JaredJamestoday
- schema_version: 1.4

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

## Reach
- followers: 34600
- posts_observed: 1
- verified: false
- size_tier: koc

## 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: martech
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: Real estate market trends and forecasts, NAR regulations and industry politics, Sales and transaction tips for Realtors, Social media and content strategies, Tech platforms and portal competition
- bio: Jared James is one of the most in-demand real estate trainers and keynote speakers in North America, known for helping ...

## Audience (inferred)
- status: present
- description: Real estate agents, Realtors, and brokers focused on sales, lead generation, and adapting to market/regulatory shifts
- roles: sales
- seniority: practitioner
- pain_points: Struggling to close transactions in a tough, low-inventory market, Keeping up with rapid NAR rule changes and new industry competition, Creating social media content that actually generates leads, Dealing with tech disruptions from Zillow, AI portals, and new listing rules
- posts_analysed: 48
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 51
- authenticity_basis: profile_shape_only
- credibility_score: 51
- flagged_for_review: false
- koinon_bd_grade: B — 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_jaredjamestoday#a0642224] Selection solves 95% of the problems. (https://www.youtube.com/@JaredJamestoday)
- [youtube_jaredjamestoday#33a73d1e] The hottest markets in the country are...
- [youtube_jaredjamestoday#0a779e4f] Coach is the new influencer
- [youtube_jaredjamestoday#eb1ce259] Compass, REAL & EXP all just reported record earnings
- [youtube_jaredjamestoday#d502b6be] The #1 way for a Realtor to create a transaction right now.
- [youtube_jaredjamestoday#6cc21757] The number 1 sales tip
- [youtube_jaredjamestoday#8da40a38] Getting a loan on a condo just got more difficult
- [youtube_jaredjamestoday#e1240a60] Should the "Realtor" title have to be earned and not purchased?

## 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=67, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=67, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=67, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=67, 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=67, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=67, 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=67, 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=67, 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=67, method=platform_profile

## Freshness
- profile_checked_days_ago: 67
- content_analysed_days_ago: 67
- audience_updated_days_ago: 67

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