# Deniz Sancar (@densancar) on x

- id: koinon:creator:x_densancar
- url: https://koinonlink.com/kol/x/densancar
- schema_version: 1.4

## Identity
- platform: x
- handle: densancar
- platform_url: https://twitter.com/densancar
- website: https://denizsancar.com/
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1175
- following: 29
- posts_total: 2739
- posts_observed: 7
- posts_per_day: 3.788
- account_age_days: 723
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00085
- best_post_interactions: 1
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- 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: app
- category_confidence: 0.4
- category_source: derived_from_discovery_path
- topics: media analytics tools, entrepreneurship and personal branding, short-form content strategy, sports and pop culture in business, mobile app adoption, productivity and performance tracking
- bio: Founder of Sancar Media, 38-0-0, Mockingbird & co-founder of Virlo

## Audience (inferred)
- status: present
- description: Entrepreneurs and startup founders who are interested in media trends, productivity tools, and personal branding through sports and pop culture
- roles: general_ai
- seniority: practitioner
- pain_points: Struggling to find real-time data tools for short-form content performance, Finding it hard to stay ahead in fast-moving digital media trends, Lacking engaging, low-friction tools to build personal brand and audience, Overwhelmed by the noise in content creation and monetization
- posts_analysed: 8
- confidence: 0.4

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

## Quality signals
- authenticity_score: 58
- authenticity_basis: engagement_observed
- credibility_score: 58
- 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
- [x_densancar#b003b1f6] Have never seen a bigger alley-oop for @virlomain in my life (https://twitter.com/densancar/status/2041929189029499108)
- [x_densancar#a0a811c4] Meanwhile Virlo API gives you real time data across all short form media and it isn’t 10k/m…
- [x_densancar#415214b0] Buying a Rimowa as a portable airport seat >>>>
- [x_densancar#fc4df476] I’m liking #4 @virlomain 😅 https://t.co/v09BxNSJ2l
- [x_densancar#8547dc51] Available on IOS & Android https://t.co/5NXK3IQsjg https://t.co/0Dx2HaY39V
- [x_densancar#5ce14d79] Dynasty Player mode out now on https://t.co/5NXK3IQsjg Website, IOS & Android, play now! https://t.co/hzd3MLfAlv
- [x_densancar#37cfb7cb] 44 Movies Every Entrepreneur Needs to Watch https://t.co/lLoXm4idwo
- [x_densancar#3069b763] I just went 38-0-0, a PERFECT Premier League season. 🐐 Bet you can't match it. 👉 https://t.co/RdsC0kFk76 https://t.co/wwycze6Bwi

## 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=29, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=29, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=29, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=89, 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=89, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=116, 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=0.5, freshness_days=89, 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=116, 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=116, method=platform_profile

## Freshness
- profile_checked_days_ago: 116
- content_analysed_days_ago: 89
- audience_updated_days_ago: 29

## AI retrieval
- indexing_requests: 12
- 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=x_densancar
- Request removal: https://koinonlink.com/claim?k=x_densancar
- Terms: https://koinonlink.com/for-ai