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Be the answer buyers are given

AI Search Visibility & GEO · Page 5

AI search visibility is the new front door: buyers ask ChatGPT, AI Overviews and Perplexity before they open a results page. These posts cover GEO, AEO, entity work, local and technical SEO, and what the evidence supports.

Pick by problem

Read the one closest to your decision.

Each article answers a different question. Start with the one that matches what is on your desk this week.

Communications colleagues researching a focused press list from publications and notes
122Media Outreach Operations10 min read

A Smaller Media List Usually Produces Better Outreach

Research fit, timing, evidence, contact preferences, follow-up limits, suppression, and ownership before a pitch becomes another irrelevant message in a journalist’s inbox.

Communications analysts reviewing source evidence and measurement records together
124PR Measurement Operations11 min read

Coverage Is an Output. What Changed Is the PR Result.

Connect communication objectives, audiences, activities, outputs, audience response, behavior, and organizational impact without turning correlation into invented attribution.

Web engineer comparing a raw server response with a fully rendered page
125JavaScript Search Operations11 min read

Test the HTML Before You Blame the Search Engine

Diagnose JavaScript search visibility by comparing the response, rendered DOM, crawler access, links, metadata, status codes, and real indexing evidence.

Localization team connecting regional page cards across a large world map
129Hreflang Release Operations11 min read

Release Hreflang as a Complete Market Set

Ship language and regional alternates with reciprocal annotations, self-reference, matching canonicals, valid codes and automated cluster tests.

Web engineers unrolling and checking a large old-to-new URL migration map
131Search Migration Operations12 min read

A Site Migration Lives or Dies in the URL Map

Move content with an evidence-based old-to-new inventory, direct permanent redirects, parity checks, staged release, rollback ownership, and patient monitoring.

Search reliability analyst reviewing crawl timelines and response-code heatmaps in a server room
132Crawl Log Diagnostics12 min read

Server Logs Show the Crawl That Actually Happened

Turn raw request logs into defensible crawl diagnostics with bot verification, URL normalization, template cohorts, response analysis, privacy controls, and change timelines.

Research notes and a measurement worksheet for an AI search experiment
144GEO Measurement11 min read

A GEO Test You Can Defend in the Monday Meeting

Run an AI-search visibility test that another person can repeat. Discovery, retrieval, citation, answer use, traffic, and business outcomes stay separate instead of becoming one convenient score.

Start with a question

Ask these before you read.

  • Can search engines and AI tools find and read the page that answers the question?
  • Does the page answer something a buyer really asks, or only repeat a keyword?
  • Can you measure visibility without inventing certainty?