Resources

Learn, integrate, and protect

Guides, the ROI calculator, and how Vefri fits a D2C return workflow.

ROI Calculator

Enter monthly orders and fake returns. See how much money Vefri can save.

Return Fraud Cost Calculator

See the full cost of fake returns: product, reverse logistics, QC, and refund fees.

Blog

Guides on D2C returns, verification, and product updates.

Community

Join the conversation with D2C ops teams. Coming soon.

Security

How we protect capture data and workspace access.

Status

Real-time capture and comparison system health.

Guides

Return fraud guides

Buyer-intent playbooks on prevention, verification, empty boxes, and video proof of delivery. Start with return fraud prevention, then drill into the pattern you see most.

Return fraud prevention

Return fraud prevention playbook for D2C brands: stop empty boxes, SKU swaps, and refund abuse with delivery video, return evidence, and QC verification before you pay.

Return verification

Return verification for D2C brands: compare delivery and return evidence, catch empty boxes and wrong items, and approve refunds only after documented QC.

Ecommerce return fraud

Ecommerce return fraud explained for online brands: empty boxes, SKU swaps, wardrobing, and refund abuse, plus how delivery and return evidence stop the loss.

D2C return management

D2C return management for Indian brands: workflows, evidence, courier handoffs, and refund decisions that protect margin without slowing honest customers.

Video proof of delivery

Video proof of delivery for ecommerce and D2C: why a courier scan is not enough, how unboxing capture helps return disputes, and how to collect POD without a courier app.

Return evidence

Return evidence for ecommerce teams: what customers should record before pickup, how QC uses it, and how to pair return video with delivery proof.

Refund fraud prevention

Refund fraud prevention for ecommerce: stop payouts without verified returns, reduce escalation pressure, and gate refunds on delivery and return evidence.

Fake return prevention

Fake return prevention for D2C brands: spot wardrobing, used-as-new, and abusive returns, and use delivery plus return video before you refund.

Wrong item returns

Prevent wrong item returns and SKU swaps: how D2C brands use delivery and return video to catch colour, size, and model mismatches before refunds.

Empty box return fraud

Stop empty box return fraud: how ecommerce brands detect brick and empty-parcel returns using video proof of delivery and return evidence before refunds.

Fraud patterns

Problem-specific fraud guides

Long-tail playbooks for wardrobing, item switching, empty boxes, wrong items, used returns, and fake damage claims. Each page covers detection, policy gaps, video evidence, and the Vefri workflow.

Wardrobing

What wardrobing is, how fashion and apparel brands detect clothing return fraud, why soft return policies fail, and how delivery vs return video evidence stops it before refund.

Item switching

What item switching is, how brands detect product swaps in returns, why policies fail, and how delivery vs return video comparison stops SKU and serial switches before refund.

Empty box returns

Empty box returns explained: how brick and paper-fill fraud works, why pickup scans miss it, and how delivery plus return video stops empty-box refunds.

Wrong item returns

Wrong item returns playbook: tell true mis-ships from customer swaps, why reason codes fail, and how delivery vs return video verification protects refunds and reships.

Used item returns

Used item returns playbook: detect used-as-new abuse across categories, why unused policies fail without proof, and how delivery vs return video protects refunds.

Fake damage claims

Fake damage claims explained: how false defective returns work, why photo-only policies fail, and how delivery vs return video helps QC separate real damage from abuse.

Latest from the blog

D2C Ecommerce India

D2C Ecommerce in India 2026: Market Size, Rising CAC, and the Real Reasons Brands Stall

India's D2C market is set to cross 60 billion dollars, but most brands never make it past one crore a month. Here is the real 2026 picture: market size, rising CAC, unit economics, and what actually separates brands that scale from the ones that stall.

Sep 16, 2026

Shopify Returns

How to Build a Fraud-Proof Return Workflow on Shopify for Indian D2C Brands

Shopify alone can not stop return fraud. Here is how Indian D2C brands can combine Shopify, Shiprocket or Delhivery, and WhatsApp into one video-verified return workflow that actually holds up in a dispute.

Sep 3, 2026

Return Fraud

The Return Fraud Problem Every D2C Brand in India Is Quietly Living With

Wardrobing, bracketing, and swap fraud are quietly eating D2C margins across India. Here''s what''s actually happening inside returns right now, and how an evidence chain between delivery and refund fixes it without adding friction for honest buyers.

Aug 17, 2026

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