Analysis
Data-driven deep dives on the AI industry.
GPT-5 Turbo Benchmarks: What Actually Changed for Real Workflows
We ran GPT-5 Turbo against Claude 4.5 and Gemini 2 across 60 real tasks. Here are the honest results.
AI Agents Are Finally Useful โ Here's Where They Break
Six months of shipping autonomous agents in production. Here's where they win and where they still spiral.
Bolt vs Lovable: Two Full-Stack MVPs, Same Weekend
Same brief, same designer, two AI app builders. Here's what shipped โ and what didn't.
AdSense Alternatives Worth Testing on a Modern AI Publication
Direct sponsorship, native placements, affiliate tiers โ how modern publishers actually monetize in 2026.
5 Midjourney v7 Workflows That Replaced Our Design Agency
From editorial illustrations to full product mockups โ the exact recipes our team uses daily.
AI SEO in 2026: What Google's SGE Rollout Actually Rewards
We analyzed 400 winning pages to identify the structural patterns that earn AI-answer citations.
Claude 4 Artifacts: Real-World Report After 60 Days
The feature Anthropic quietly shipped that changed how our writing team works.
Cursor vs GitHub Copilot: A 30-Day Shipping Test by Two Senior Devs
Two engineers, same roadmap, different AI editors โ tracked over 30 days.
Perplexity Spaces Are Quietly the Best Research Product Shipped This Year
Persistent, curated research contexts you can share with your team. Underhyped, overpowered.
Midjourney for Brand: Consistent Assets Across a Full Product Launch
Style references, moodboards and prompt libraries โ the workflow behind our latest launch.
Why Our Team Stopped Using Jasper (And What We Moved To)
A frank breakdown of where Jasper still wins and the three-tool combo that replaced it.
Nine AI Side Hustles That Cleared $5K in Their First Month
Real hustles, real numbers, real time investment โ with every workflow linked out.
ChatGPT Agents After 90 Days: What Actually Ships in Production
Where OpenAI's agent framework wins, where it still breaks and where it's ready for real workflows.
Make Scenarios in 2026: The Automation Canvas That Won't Slow Down
New AI-native modules, faster runtime and cleaner UX โ Make's momentum is real.
Affiliate Marketing in the AI Era: What Still Works
Trust, unique testing and structural SEO โ the three ingredients AI-search still rewards.
The AI Newsletter Playbook: 0 to 10K Subscribers in 90 Days
Positioning, cadence, referral loops and monetization โ the boring plan that actually worked.
ChatGPT vs Perplexity: A Week of Only One Tool
We forced ourselves to use each tool exclusively for five workdays. Here's what happened.
Testing Gemini Deep Research Against Human Analysts
We benchmarked Deep Research briefs against reports from two junior analysts. The results surprised us.
Four Content Patterns AI Search Actually Cites
We analyzed 400 winning pages. Four patterns showed up again and again.
OpenAI's Enterprise Report: What the Numbers Actually Show
Adoption, spend, use cases and the surprising churn story hidden inside the appendices.
Vector Databases in 2026: What Actually Matters
Latency, cost and DX โ with real benchmarks from a production RAG deployment.
The Future of Search: Why Publishers Should Stop Panicking
AI answers didn't kill search โ they raised the bar for cite-worthy content.
The State of Prompt Libraries in 2026
Where marketplaces succeeded, where they stalled and what the next wave looks like.