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SaaS ideas, mined from what people actually complain about.

Every idea comes from real Reddit posts, was researched against today's competitors, and survived an independent skeptic before it made the list.

Fraud and COD Order Risk

Online merchants struggle with fraudulent orders, chargebacks, and high cash-on-delivery return rates that cause lost revenue and manual review burden.

In their words

a friend's ecommerce store was losing money on returns, and i built a scrappy little thing that predicted which orders would get returned

r/AI_Agents on Reddit

dealing with suspicious orders, chargeback risks, and figuring out which customers are actually legitimate

r/ecommerce101 on Reddit

Lost $15K to chargebacks cuz tracking said “delivered,” but the customer just flat out claimed they never got it.

r/SaaS on Reddit

we actually resend the order when we feel the courier has made a fake/incorrect RTO

r/EcommerceIndia on Reddit

I sold 30 MacBook Airs and up to half of them have been hit with "charge not recognized" disputes.

r/eBaySellers on Reddit

Anyone know the easiest way to way to block/prevent certain people from being able to place an order?

r/shopify on Reddit

Today I turned guest checkout back on, and within less than two minutes, the bot started placing orders again.

r/shopify on Reddit

One of the biggest challenges we are facing right now is cash on delivery service.

r/PakStartups on Reddit

how are d2c brands actually getting people to prepay instead of cod

r/StartUpIndia on Reddit

the call sounds like effort but at my order volume it's very doable, and every COD that converts to prepaid is RTO risk gone to zero

r/smallbusinessindia on Reddit

Almost 38% of our COD orders are coming back directly from the doorstep because the customer either changes their mind, says they didn’t order it, or simply doesn't pick up the phone when the delivery agent arrives.

r/indianstartups on Reddit

How do you actually block someone from checking out on Shopify?

r/ecommerce on Reddit

My employer is a small business that has an e-commerce website that is attacked by fraudsters trying to validate stolen credit cards or obtain customer information hundreds of times per day.

Hacker News

the second I saw even a couple orders of the same product going to the same address I would halt it and do additional verification.

Hacker News

Ecommerce store owners

Where they talk

  • r/shopify
  • r/smallbusiness
  • r/indianstartups
  • r/IndiaBusiness
  • r/smallbusinessindia
  • r/FraudPrevention
  • r/EtsySellers
  • r/EcommerceIndia

Tools they use today

  • Shopify
  • WhatsApp
  • Meta Ads
  • Shopify Flow
  • Shiprocket
  • WooCommerce
  • Authorize.net
  • Cloudflare

Why those fall short

  • data still leaks and scammers keep calling
  • no way to block or re-optimize sellers; no price floor or scaling shipping
  • Flow can only cancel after order; no way to prevent ordering beforehand
  • covers losses but does not stop scammers or the fraud itself
  • calling everyone felt safe but didn't fix much