AEO / GEO / SEO FIELD NOTES

AI search without the magic tricks.

Research-backed guides for earning visibility in search, answer engines and the outside pages that shape a category.

START HERE / 12 MIN READ

GEO vs. SEO vs. AEO: what actually changes?

The labels are useful only when they clarify the work. Here is the shared foundation, the meaningful differences and the parts brands can realistically control.

Read Article ↗
THE READING LIST

Useful enough to put into practice.

Every article includes a plain-English TL;DR, contextual source links, related reading and a prompt you can continue inside the AI tool you already use.

GEO / ARTICLE 01

GEO vs. SEO vs. AEO: what actually changes?

The labels are useful only when they clarify the work. Here is the shared foundation, the meaningful differences and the parts brands can realistically control.

JULY 26, 2026 / 12 MIN READRead ↗
AI VISIBILITY / ARTICLE 02

Why third-party mentions matter in AI answers

Your website can make a claim. Outside sources help an answer engine decide whether that claim belongs in a comparison.

JULY 26, 2026 / 13 MIN READRead ↗
AEO / ARTICLE 03

How to run an AI visibility audit that leads to action

A useful audit does more than count mentions. It connects buyer questions, competitor appearances, cited pages and realistic next steps.

JULY 26, 2026 / 14 MIN READRead ↗
SEO / ARTICLE 04

Technical SEO for AI search: the practical checklist

Before chasing GEO tactics, make sure search engines and AI search crawlers can reach, understand and cite the pages you already own.

JULY 26, 2026 / 12 MIN READRead ↗
SEO / ARTICLE 05

llms.txt, robots.txt and AI crawlers: what each file actually controls

A field guide to search discovery, training controls, sitemaps, schema and the emerging llms.txt proposal—without treating any one file like a magic visibility switch.

JULY 27, 2026 / 15 MIN READRead ↗
AI VISIBILITY / ARTICLE 06

The AI visibility funnel: measure access, retrieval, citation and recommendation

A practical measurement model for finding where visibility breaks—before a team hides crawl failures, weak evidence and missing third-party sources inside one attractive score.

JULY 27, 2026 / 16 MIN READRead ↗
AI VISIBILITY / ARTICLE 07

Top 10 AI visibility tools for 2026: what each one actually measures

A practical buyer’s guide to prompt monitoring, citations, competitive share, sentiment and AI traffic—plus the limits every dashboard should disclose.

JULY 27, 2026 / 18 MIN READRead ↗
THE EDITORIAL RULE

Show the source. Explain the limit. Make it useful.

No copied trend posts and no made-up certainty. These articles separate research findings from our interpretation and link readers to the original material.

Why THIRD P_RTY exists ↗
READY TO GET CONSIDERED?

Find the comparison pages shaping your category.

We’ll identify the listicles, comparisons, reviews and directories worth pursuing. Then we’ll explain what a realistic placement campaign would look like.

Find My Placement Opportunities