# Steven Leckie (@stevenleckie) on youtube

- id: koinon:creator:youtube_stevenleckie
- url: https://koinonlink.com/kol/youtube/stevenleckie
- schema_version: 1.4

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

## Reach
- followers: 8590
- posts_observed: 8
- 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: finance
- subcategory: investing
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Dubai off-plan property investing, Overseas buyer considerations and risks, Real estate cycles and market timing, Landlord property management mistakes, Developer launches and payment plan analysis
- bio: Helping investors make smarter Dubai property decisions since 2003. Dubai property is full of noise. This channel cuts through it.

## Audience (inferred)
- status: present
- description: Overseas investors and Dubai landlords seeking practical advice on off-plan property purchases, rental yields, and avoiding common buying mistakes
- roles: none
- seniority: decision_maker
- pain_points: Uncertainty about whether prices will drop before buying, Risk of choosing sold-out but low-quality projects or unreliable developers, Challenges managing property from abroad including maintenance and tenant issues, Confusion over payment plans, mortgages, and hidden costs like furnishing or service fees
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.2
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 43
- authenticity_basis: profile_shape_only
- credibility_score: 43
- 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_stevenleckie#7bd3a288] The Mindset That Makes Rejection Easier (https://www.youtube.com/@stevenleckie)
- [youtube_stevenleckie#c59ad5ae] Still Waiting on "Prices Will Drop" In Dubai Property? Here's What You're Missing
- [youtube_stevenleckie#5ab7d109] Investing near a Dubai Airport | What you need to know about Dubai South and the Al Maktoum Airport
- [youtube_stevenleckie#a67039b9] Anyone Can Succeed in Real Estate... But There's a Catch
- [youtube_stevenleckie#6316a6b7] Stop waiting for the "Perfect Time" to Invest in Dubai Property
- [youtube_stevenleckie#e56c2b6c] A "Sold Out" Project isn't always a "Good" Project
- [youtube_stevenleckie#a59c6c24] The Truth Behind 1% Payment Plans | Dubai Property Investing
- [youtube_stevenleckie#a114f5a5] Team Steven | July Off-Plan Highlights

## 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=62, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=62, 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=62, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=79, 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=62, 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=79, 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=79, method=platform_profile

## Freshness
- profile_checked_days_ago: 79
- content_analysed_days_ago: 62
- audience_updated_days_ago: 62

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