We test AI tools so you don’t waste your time on garbage.
This site exists because most AI content is either written by people who’ve never built anything, or by companies selling you their product. We’re neither.
What We Actually Do
We run multiple content sites covering everything from AI tools for designers to art history to Jewish content automation. We’ve built n8n workflows that generate and publish hundreds of articles, connected Perplexity for research with Claude for writing, and automated entire publishing pipelines from research to WordPress.
When we review a tool, we’ve used it in production. When we write about automation, we’re showing you workflows we actually run. When we talk about AI search optimization, it’s because we’re tracking how our own content performs across ChatGPT, Perplexity, and Google’s AI overviews.
What We Cover
Automation & Workflows – Building systems that actually work. n8n flows, API integrations, content pipelines, and the kind of automation that saves time instead of creating new problems.
Prompting – Techniques that get real results, not generic fluff. We share actual prompts we use, show what works and what doesn’t, and explain why.
AI & Search – How AI is changing SEO, what AEO means for your content, and how to get cited when people aren’t using Google anymore.
Smart Data – Structuring information for AI systems, building knowledge bases, and making your data useful instead of just stored.
Tool Reviews – Honest takes on what’s worth your money. We pay for tools ourselves, use them in real projects, and tell you what actually works.
What’s New – Model updates and releases that matter. We skip the hype and focus on what you need to know.
Who This Is For
Mid-level practitioners who are past the “what is ChatGPT” phase and want practical implementation advice. You’re comfortable with the basics, you’ve used a few tools, and now you want to know how to actually build systems that work.
If you’re looking for beginner tutorials or enterprise-scale solutions, there are better resources. We write for the people in between – technical enough to implement, pragmatic enough to care about ROI.
What We Don’t Do
Affiliate marketing disguised as reviews. We don’t get paid when you click links or buy tools. If we recommend something, it’s because we use it.
Corporate speak or AI-generated content about AI. Everything here is written by someone who’s actually done the work.
Surface-level “10 Amazing ChatGPT Prompts” listicles. You can find those anywhere.
Our Approach
We believe the best content comes from actual experience. Every workflow we share is something we’ve built and debugged. Every tool review reflects real usage across weeks or months, not a 30-minute trial. Every automation guide includes the mistakes we made so you can avoid them.
We optimize our content for both human readers and AI engines – not because we’re gaming the system, but because that’s how search works now. If you’re still focused only on traditional SEO, you’re missing half the game.
Contact
For questions, feedback, or if you think we got something wrong – use the contact form. We read everything and respond to most things. If you’re pitching a product, save your time. We don’t do sponsored content.
