I've audited hundreds of Shopify stores. These 5 mistakes show up in almost every store stuck under $10K/mo:

1. Your product page has no urgency. No stock counters, no social proof, no reason to buy NOW. Add a "X sold in the last 24 hours" counter and watch what happens.

2. You're running traffic to your homepage. Your homepage isn't a landing page. Send paid traffic directly to your best product page or a dedicated collection page.

3. Your checkout has too much friction. Enable Shop Pay, Apple Pay, and every express checkout option available. Every extra step loses 10-15% of buyers.

4. No post-purchase upsell. You're leaving 15-30% of revenue on the table if you're not offering a one-click upsell after checkout. Apps like ReConvert or AfterSell make this dead simple.

5. Your email flows are broken (or don't exist). Abandoned cart, welcome series, and post-purchase flows should be generating 20-30% of your total revenue. If they're not, that's your biggest lever.

I break down stuff like this every week in eCom Edge Pro — real tactics, not theory. If you're a Shopify seller trying to break past $10K/mo, this is built for you.

Everyone's talking about the big frontier models. GPT-5, Gemini Ultra, Claude — the arms race is real.

But here's what most people are missing: local AI is quietly becoming incredibly capable.

In the last 6 months:

• Open-source models under 8B parameters are beating GPT-3.5 on most benchmarks

• Quantization techniques let you run serious models on a MacBook Air

• Fine-tuning a model for your specific use case now takes hours, not weeks

• Tools like Ollama and LM Studio made local inference dead simple

The implication? You don't need to send your data to the cloud anymore for 90% of tasks. Privacy-sensitive industries (healthcare, legal, finance) are about to have their ChatGPT moment — but entirely on-device.

This is the kind of stuff I break down every week in my newsletter. Not just what's happening, but what it means for builders, founders, and people who want to stay ahead.

If you want the signal without the noise, check it out 👇