Users abandon incomplete tasks due to the Zeigarnik Effect. Unfinished work creates cognitive tension, as Kühnel & Sonnentag (2026) showed. This friction kills conversions. Design for completion. getunbias.com #FunnelAudit #CRO #UXAudit #ConversionRate #WebDesign
April 25, 2026 at 11:01 AM
Users abandon incomplete tasks due to the Zeigarnik Effect. Unfinished work creates cognitive tension, as Kühnel & Sonnentag (2026) showed. This friction kills conversions. Design for completion. getunbias.com #FunnelAudit #CRO #UXAudit #ConversionRate #WebDesign
Anchoring Bias: Your first price anchors all subsequent perceived value. System 1 latches onto initial numbers. Research (IJFMR, 2025) confirms this shapes future price perceptions, impacting conversions. getunbias.com #FunnelAudit #CRO #UXAudit #ConversionRate #WebDesign
May 7, 2026 at 12:02 PM
Anchoring Bias: Your first price anchors all subsequent perceived value. System 1 latches onto initial numbers. Research (IJFMR, 2025) confirms this shapes future price perceptions, impacting conversions. getunbias.com #FunnelAudit #CRO #UXAudit #ConversionRate #WebDesign
Scarcity Bias: Our prefrontal cortex reacts to perceived lack, driving immediate action. Use genuine urgency in your funnel, not dishonest tactics. Find your leaks at getunbias.com #FunnelAudit #CRO #UXAudit #ConversionRate #WebDesign
April 16, 2026 at 12:01 PM
Scarcity Bias: Our prefrontal cortex reacts to perceived lack, driving immediate action. Use genuine urgency in your funnel, not dishonest tactics. Find your leaks at getunbias.com #FunnelAudit #CRO #UXAudit #ConversionRate #WebDesign
The Endowment Effect makes us overvalue what we 'own'. Dziurski & Zimon (2024) confirmed this bias even for financial instruments. Early psychological ownership boosts conversions. getunbias.com #FunnelAudit #CRO #UXAudit #ConversionRate #WebDesign
April 9, 2026 at 12:00 PM
The Endowment Effect makes us overvalue what we 'own'. Dziurski & Zimon (2024) confirmed this bias even for financial instruments. Early psychological ownership boosts conversions. getunbias.com #FunnelAudit #CRO #UXAudit #ConversionRate #WebDesign
Too many options paralyse your users. Choice Overload (Hick's Law) overwhelms working memory. CXL (2025) found 5+ pricing tiers drop conversions by ~17% vs. 3. Stop guessing. getunbias.com #FunnelAudit #CRO #UXAudit #ConversionRate #WebDesign
April 30, 2026 at 12:03 PM
Too many options paralyse your users. Choice Overload (Hick's Law) overwhelms working memory. CXL (2025) found 5+ pricing tiers drop conversions by ~17% vs. 3. Stop guessing. getunbias.com #FunnelAudit #CRO #UXAudit #ConversionRate #WebDesign
Jie Li, Dudu Luo, Jiayang Niu, Ke Deng, Yongli Ren: FunnelAudit: Responsibility Auditing in Multi-Route Recommender Systems https://arxiv.org/abs/2609.06964 https://arxiv.org/pdf/2609.06964 https://arxiv.org/html/2609.06964
September 9, 2026 at 6:42 AM
Jie Li, Dudu Luo, Jiayang Niu, Ke Deng, Yongli Ren: FunnelAudit: Responsibility Auditing in Multi-Route Recommender Systems https://arxiv.org/abs/2609.06964 https://arxiv.org/pdf/2609.06964 https://arxiv.org/html/2609.06964
FunnelAudit: Responsibility Auditing in Multi-Route Recommender Systems
Finds the smallest serving-control change responsible for an item's inclusion or exclusion from a recommender's Top-K list, replaying the full pipeline to build a checkable trail.
📝 arxiv.org/abs/2609.06964
Finds the smallest serving-control change responsible for an item's inclusion or exclusion from a recommender's Top-K list, replaying the full pipeline to build a checkable trail.
📝 arxiv.org/abs/2609.06964
FunnelAudit: Responsibility Auditing in Multi-Route Recommender Systems
Multi-route recommender systems combine retrieval, allocation, fusion, and ranking, making individual inclusions and exclusions difficult to audit. Route overlap can hide effects from one-at-a-time ab...
arxiv.org
September 9, 2026 at 7:48 AM
FunnelAudit: Responsibility Auditing in Multi-Route Recommender Systems
Finds the smallest serving-control change responsible for an item's inclusion or exclusion from a recommender's Top-K list, replaying the full pipeline to build a checkable trail.
📝 arxiv.org/abs/2609.06964
Finds the smallest serving-control change responsible for an item's inclusion or exclusion from a recommender's Top-K list, replaying the full pipeline to build a checkable trail.
📝 arxiv.org/abs/2609.06964
Friday, January 30, 2026 🔥 End-Jan fire drill: Review funnel leaks—plug one, gain 10% revenue. Funnel audit: https://f.mtr.cool/wzizxdpfsp #FunnelAudit #RevenueLeak #BeadleEnterprises #JanuaryClose #Optimization
BeadleEnterprises
The central portfolio and gateway for Tyler Beadle's diverse entrepreneurial ventures in Bishop, CA, showcasing projects across real estate, gaming, local services, and more, while directing traffic to individual sites.
f.mtr.cool
January 30, 2026 at 5:06 PM
Friday, January 30, 2026 🔥 End-Jan fire drill: Review funnel leaks—plug one, gain 10% revenue. Funnel audit: https://f.mtr.cool/wzizxdpfsp #FunnelAudit #RevenueLeak #BeadleEnterprises #JanuaryClose #Optimization