The Kryotta blog
Guides and comparisons on working with every AI model — Claude, Gemini, Llama, Mistral, DeepSeek and more — plus what we're building.
I used 4 AI models to write 180 Cyber Monday SMS campaigns: which one per open rate
A freelancer tested four AI models on 180 SMS campaigns across six D2C brands. Here's which model won for storytelling, urgency, brevity, and price-led copy—and the open rates that proved it.
I used 5 prompts to explain tokens and context windows to my freelance team: which one they actually understood
A content agency owner tested five ways to teach freelancers about AI tokens and context windows. Only one explanation actually changed their behavior—and cut token spending by 40%.
I used 4 AI models to explain context windows to my Shopify VA: which one she understood
A Shopify store owner tested four AI models to explain context windows to her VA. The shopping cart analogy won—here's why each model's approach landed differently.
I used AI to answer 6 questions about Black Friday prep that freelancers actually ask
I tested Claude, Gemini, and DeepSeek to answer the questions freelancers actually ask about Black Friday prep—from email sequences to product images that won't get rejected by Meta.
I made 38 product shots with Stability AI then TikTok Shop ads with Luma: checklist for what fails
I generated 38 product images with Stability AI for a TikTok Shop launch, then half failed review. Here's the checklist that separates what platforms approve from what customers actually trust.
I used Claude vs Gemini to write 100 Etsy return policies: which one reduced disputes
I tested Claude and Gemini by writing 100 Etsy return policies across eight shops. Claude reduced disputes by 41%, Gemini by 28%. Here's what worked.
I paid $20 for ChatGPT Plus then built the same workflow for $12: the breakdown
I paid $20/month for ChatGPT Plus but hit $47 in overages in November. After tracking my actual usage, I found a cheaper workflow using alternatives. Here's the math.
I used Auto routing for 200 Shopify returns after Black Friday: which model it picked per query
I tracked 206 post-Black Friday returns through Kryotta's Auto routing to see which AI model handled each query type. Here's what the system chose for refunds, exchanges, damaged items, and policy questions.
I used 4 AI models to write 200 Stripe dispute responses: which one won per claim type
I tested Claude, Gemini, GPT, and DeepSeek on 200 real Stripe disputes across fraud claims, chargebacks, and subscription cancellations. Here's which model won per category and why.
I used AI to process 60 healthcare prior authorization forms in one afternoon: step by step
I processed 60 prior authorization forms in one afternoon using Claude and Gemini. Here's how I built a system that saved hours—and caught the hallucinations.
I used 3 AI models to write 120 Black Friday email sequences: which one per open rate
I tested Claude, Gemini, and GPT-OSS writing 120 Black Friday email sequences for my Shopify store. Here's which model won on open rates—and why the difference actually mattered.
I made 40 product shots for Shopify with Stability AI then shot real photos: which got more add-to-carts
I generated 40 AI product shots and compared them to real photography across three Shopify stores over 30 days. Here's what actually drove add-to-carts—and where AI images tanked.