Thoughts & Perspectives
Building in public
What Is AI Visibility? The Complete 2026 Guide
AI visibility is whether ChatGPT, Perplexity, and Google's AI mention your business when buyers ask for recommendations. 65% of consumers now research purchases with AI. Here's how the engines pick who to recommend — and how to become one of them.
AEO Tools: What You Actually Need in 2026
Most 'AEO tools' are SEO tools with a new landing page. Here's the short list organized by job — monitoring, schema, content structure, indexing — including the free options and the parts I just built myself.
AI Search Optimization: The Practical 2026 Guide
AI search doesn't rank pages — it extracts passages. Query fan-out, 134-167-word answer chunks, and why ChatGPT search runs on Bing. The mechanical guide to optimizing for AI Overviews, Perplexity, and ChatGPT, from someone who runs the stack himself.
LLM SEO: How to Get Large Language Models to Recommend You (2026)
LLM SEO is the practice of getting ChatGPT, Claude, Perplexity, and Gemini to mention and recommend your business. Here's what actually drives it — brand mentions (r=0.664), entity signals, structured data — from someone whose site gets cited by name.
Best AI SEO Tools in 2026 (Tested by a Practitioner)
I run my own AEO stack and got my site cited by name in Perplexity. Here's an honest breakdown of the AI SEO tool market — content generators, visibility monitors, and the suites — with real pricing and verdicts per use case.
Claude Code Setup Guide 2026: Install to First Shipped Feature in 30 Minutes
The Claude Code setup that actually matters: install, login, a CLAUDE.md that stops the agent improvising, MCP servers, and a first-project workflow — from someone who uses it on client work daily.
Vibe Coding Flutter Apps in 2026: Tools, Workflow, and What Breaks
Yes, you can vibe code a Flutter app in 2026 — FlutterFlow, Claude Code, and Cursor with the Dart MCP server all work. Here's the honest tool comparison and where mobile vibe coding falls apart.
7 Best Lovable Alternatives in 2026 (From a CTO Who Fixes These Apps)
Lovable's credit limits and React-only opinions push a lot of builders to shop around. I ranked 7 Lovable alternatives by what actually ships — with real pricing and honest trade-offs.
7 Best Replit Alternatives in 2026 (Ranked by What Actually Ships)
Replit's credit-based Agent pricing surprises a lot of founders. I ranked 7 Replit alternatives by production readiness and real monthly cost — here's which one fits your situation.
7 Cursor Alternatives Worth Your Money in 2026 (Tested on Real Projects)
Shopping for a Cursor alternative? I've run all seven of these — Claude Code, Copilot, Windsurf, Codex, Replit, Lovable, Bolt — on real client codebases. Here's the honest verdict per use case.
Bolt.new Pricing in 2026: Tokens, Tiers, and the Real Cost
Bolt.new's Pro plan runs about $20-25/month — but Bolt meters in tokens, and token burn scales with your codebase. Here's how the pricing actually works and what a real project costs.
Lovable Pricing in 2026: What It Actually Costs to Ship an App
Lovable's sticker price is $25/month. The real cost of shipping a working app is usually 2-3x that once credits, add-ons, and a pre-launch code review enter the picture. Here's the full math.
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