Search Off the Record
Search Off the Record takes you behind the scenes of Google Search and its inner workings! In each episode, the folks from the Search Relations team will give you background info on the decision-making behind launches, feature prioritization in Search Console, and the projects Google Search teams are working on. They will share fun stories from the many conferences they attend as well as from their day-to-day working life at Google. They will also dive into the currently trending conversations in the SEO community at large. Have a listen!
Episodes
Should you publish your content as a PDF or stick strictly to standard HTML? Does Google treat PDF files differently when it comes to indexing, ranking, and AI search features?
In this episode of Search Off the Record, Martin Splitt and John Mueller from the Google Search Relations team demystify how Google Search handles PDF documents. They break down some of Google's internal pipelines, explain why putti...
Sitemaps have been a core element of web development and search engine optimization for two decades, yet Search Console warnings like "Couldn't fetch" continue to generate concern among site owners. Are XML sitemaps still necessary with modern search crawlers, or can search engines and AI bots figure out site structure on their own? In this episode of Search off the Record, Google Search Relations team members Martin S...
Is your website's internal search feature secretly acting as an open invitation for crawling lots and lots? In this episode of Search off the Record, Martin Splitt and John Mueller pull back the curtain on how internal search results pages can turn into "infinite crawl spaces" that trap Googlebot, waste your crawl budget, and spike your database load. They break down the critical technical differences between blocking ...
Should you panic when your Search Console indexing report is showing pages that aren't indexed? Is a 404 error code always a sign of a broken website?
In this episode of Search Off the Record, Martin Splitt and John Mueller from the Google Search Relations team dive deep into the Page Indexing report in Google Search Console. They unpack why treating this report as a static inventory checklist to "fix" thi...
Should you convert your website into Markdown to help Large Language Models (LLMs) understand your content better? Is "llms.txt" worth the effort for SEO?
In this episode of Search Off the Record, Martin Splitt and John Mueller from the Google Search Relations team dive deep into the history of Markdown, its rise in the AI era, and whether it holds any real weight for search engine discovery.
In this episode, you'll learn:<...
In this episode of Search Off the Record, Martin Splitt and John Mueller from Google's Search Relations team dive deep into the world of AI-assisted development. They explore the reality of "Vibe Coding", the process of building apps and websites using natural language instead of manual syntax. Whether you're a developer looking to offload tedious setup tasks or an SEO expert trying to understand how AI-generated sites impact ...
In this episode of Search Off the Record, Martin speaks with Nikola Todorovic (director of Software Engineering at Google Search) about how AI is changing Google Search. They discuss the evolution from traditional search to AI Overviews and AI Mode, how Google tests and launches search changes, and why query behaviour is becoming more conversational and complex.
Nikola also explains the role of machine learning in Search, how featu...
In this episode of Search Off the Record, Martin and Gary turn a simple robots.txt question into a data‑driven deep dive using HTTP Archive, WebPageTest, custom JavaScript metrics, and BigQuery. They explore how millions of real robots.txt files are actually written in 2025–2026, which directives and user‑agents are most common, and what that means for modern crawling and AI bots.
Perfect for beginner to mid‑level developers ...
In this episode of Search Off the Record, Gary and Martin dig into what "page size" and "page weight" actually mean for developers, users, and search engines.
They discuss exploding web page sizes: median mobile homepages hit 2.3 MB in 2025 Web Almanac (up 3x from 2015), key insights for developers on page weight definitions, Googlebot's crawl limits, HTML bloat from structured data/images, and why size still hurts UX on slow conne...
Developers often talk about Googlebot as if it were a single program you could just run as "googlebot.exe", but that is not how Google's crawling actually works. In this episode of Search Off the Record, Martin and Gary from the Search Relations team unpack how Google's crawling infrastructure is really built and operated.
They cover why "Googlebot" is a misnomer and how it relates to a central crawling software-as-a-service u...
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