Blog

Practical guides on AI search optimization, automation, and MVP development โ€” written from real project experience.

AI Search 8 min read ยท 2025-01-15

GEO, AEO, AI SEO โ€” What's the Difference and Why You Need All Three

ChatGPT and Perplexity are changing how people search. Each AI engine has a different citation mechanism. Here's why a single-channel approach isn't enough.

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AI Search 6 min read ยท 2025-01-08

What Is an AI Visibility Score โ€” Full 100-Point Scoring Criteria

How we measure your visibility across ChatGPT, Perplexity, and Google AI โ€” across 5 areas and 20 sub-items out of 100.

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Automation 7 min read ยท 2024-12-20

5 Workflows We've Actually Automated with Claude API

From manufacturing reports to law firm lead research โ€” concrete examples with code snippets showing what's possible and how long it takes.

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Technical 5 min read ยท 2024-12-10

React SPA Sites Are Invisible to AI Search โ€” Here's Why

If your site is built with Create React App or a similar SPA framework, AI crawlers probably can't read it. How to check and what to do about it.

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Technical 9 min read ยท 2024-11-28

Why JSON-LD Schema Increases AI Citation Rates

Data from 3 client projects: FAQPage Schema 3.2ร— Perplexity citations, Organization Schema 2.1ร— ChatGPT mentions. With implementation examples.

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AI Development 15 min read ยท 2024-11-15

Can You Build an AI Agent MVP in 6 Weeks?

Yes โ€” if you define scope correctly. The exact 6-week timeline we use, what kills schedules, and how Claude API fits into the stack.

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