From the Lab · Field notes

Field notes from the Lab.

What we’re testing, what’s working, and what we’d skip. Short reads, real takeaways — straight from live experiments.

// lab_log — live
Fresh from the bench

The latest experiment, written up.

New · SEO & GEO

How to get quoted by ChatGPT

AI assistants are the new front page of search — and they don’t show ten blue links, they give one answer. Six concrete moves (plus a stealable checklist) to make sure it’s you.

Read the playbook
On the bench

Next out of the Lab.

01SEO & GEO

SEO vs AEO vs GEO: What Should Businesses Focus On?

Customers now find businesses through Google Search and AI (artificial intelligence) tools such as AI Overviews and ChatGPT. Start with SEO (search engine optimization), then use GEO (generative engine optimization) and AEO (answer engine optimization) to help people and search systems use reliable information. The SEO vs GEO vs AEO debate involves overlapping work, so treating each label as a sep

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02SEO & GEO

SEO vs. PPC: Which Is Better for Your Business?

SEO (search engine optimization) earns visibility in unpaid search results, while PPC (pay-per-click) buys advertising traffic. SEO suits businesses that can build visibility over time, while PPC can reach searchers sooner once campaigns are ready.

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03SEO & GEO

How Much Does an SEO Agency Cost in 2026?

Hiring an SEO (search engine optimization) agency can cost several thousand dollars a month. Your SEO agency cost depends on scope, and vague quotes can hide extra charges.

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04SEO & GEO

How to get quoted by ChatGPT

AI assistants are the new front page of search — and they don’t show ten blue links, they give one answer. Here’s how to be it.

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05Proof

150 participants. 6 days. $875.

Not an article — a receipt. The People Science case study, numbers and all.

Read the case study →