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Guides and notes on how search and AI answer engines work, written from primary documentation. Every page links its sources and shows when they were last checked.

12
Guides
3
Field Notes
80
Sources linked
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Field Notes
Perspective4 min read
GEO and SEO are one backlog, not two separate programs
We think AI search work and SEO work are mostly the same list of tasks. The documented facts are marked and sourced. The conclusion is our opinion.
IRIndexive Research · Oct 2026
Field note4 min read
Why we verify every change on the live page after deploying
A deploy that returns success has told you the request was accepted. It has not told you what visitors and crawlers receive. This field note describes our method for checking, with sources.
IRIndexive Research · Sep 2026
Perspective4 min read
Your SEO backlog is a deployment problem, not an ideas problem
Most SEO teams are not short of ideas. They are short of a reliable way to ship changes, check them and undo them. This note is an opinion from Indexive Research, with the documented facts marked and sourced.
IRIndexive Research · Aug 2026
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1
What llms.txt is and who actually uses the file today
By Indexive Research
Published Oct 2026Explainern = 5 min read

llms.txt is a proposed Markdown file that gives AI agents a short guide to a website. Google says its Search does not use it, and says it neither helps nor harms visibility. We could not verify public statements from OpenAI or Anthropic that their systems read it.

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2
Google AI Overviews and AI Mode and what your site controls
By Indexive Research
Published Oct 2026Guiden = 5 min read

Google says there are no extra requirements to appear in AI Overviews or AI Mode beyond being indexed and eligible to show a snippet. This guide covers how sites appear, what Google says you do not need, the snippet and indexing controls, and where the traffic shows up.

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4
Which AI crawlers honor robots.txt, by vendor
By Indexive Research
Published Sep 2026Referencen = 6 min read

AI companies run separate bots for training, search indexing and user-requested fetches, and each vendor documents its own robots.txt behavior. This reference lists what each vendor states, including where user-initiated fetchers may ignore robots.txt.

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5
Structured data in Google Search, and what still works
By Indexive Research
Published Sep 2026Guiden = 5 min read

Structured data is code that tells search engines what a page is about. Google prefers JSON-LD, requires the markup to match visible content, and has retired several rich result features, including FAQ and How-to. This guide covers the rules, the testing tools, and the dated changes.

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6
Publication dates and content updates in Google Search
By Indexive Research
Published Sep 2026Guiden = 5 min read

Google may show a date next to your result, but it estimates that date from several signals. This guide covers what Google documents about byline dates, structured data dates, and sitemap lastmod, and why changing a date without changing the content is a bad idea.

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7
Field NotesField noteSep 20264 min read
Why we verify every change on the live page after deploying

A deploy that returns success has told you the request was accepted. It has not told you what visitors and crawlers receive. This field note describes our method for checking, with sources.

IRIndexive Research
8
Search Console performance data, its definitions and limits
By Indexive Research
Published Sep 2026Referencen = 6 min read

The Performance report is Google's first-party record of how your site appears in Search. This reference lists how Google defines each metric, the documented limits, and the main reasons its numbers differ from your analytics tool.

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9
What Core Web Vitals measure, and their thresholds
By Indexive Research
Published Sep 2026Referencen = 5 min read

Core Web Vitals are three metrics for loading, responsiveness and visual stability. This reference lists the current thresholds, explains field versus lab data, and sets out what Google says about their role in ranking.

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11
Who needs to worry about crawl budget, and what wastes it
By Indexive Research
Published Aug 2026Guiden = 5 min read

Crawl budget is how much Google will crawl on your site, set by what your server can handle and how much Google wants to crawl. Google says most sites do not need to worry about it. This guide covers who does, what wastes it, and what to change.

Read the guide
12
Field NotesPerspectiveAug 20264 min read
Your SEO backlog is a deployment problem, not an ideas problem

Most SEO teams are not short of ideas. They are short of a reliable way to ship changes, check them and undo them. This note is an opinion from Indexive Research, with the documented facts marked and sourced.

IRIndexive Research
13
Redirects and site moves, as Google documents them
By Indexive Research
Published Aug 2026Guiden = 5 min read

A redirect sends people and crawlers from one URL to another. The status code you choose tells search engines whether the move is permanent. This guide covers the codes, how Google reads them, redirect chains, and Google's documented process for site moves.

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14
How Google picks the canonical URL for a page
By Indexive Research
Published Jul 2026Guiden = 5 min read

When several URLs show the same content, Google groups them and picks one as the canonical. You can send signals about your preference, but Google makes the final call. This guide covers the signals, the mistakes that undo them, and how to check the result.

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15
What robots.txt and noindex each really control
By Indexive Research
Published Jul 2026Guiden = 5 min read

Robots.txt tells crawlers which URLs they may fetch. Noindex tells Google not to keep a page in search results. They solve different problems, and mixing them up is one of the most common ways to keep a page in Google by accident.

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Every kind of publication.

Editorial standards
Primary sources
Every page links the documentation it is based on, so you can read the original.
Dated and checked
Each page shows when it was published and when its sources were last checked.
Plain language
Terms are explained the first time they appear, with no hype and no invented numbers.
Corrections
When a source changes, we update the page and the check date.

Frequently asked questions.

Straight answers about how we work. Still have a question? The free audit is the fastest way to get one answered for your site.

It is our public record of what we measure. Studies, benchmarks, datasets, and Field Notes from our client work, each stating its sample, method, and what data is available.

Each record has a structured abstract and a stated sample size and method. Changes after publication are listed on the record with a date.

Where a record says its data is public, yes, and the record includes a citation in APA and BibTeX. Some data is available on request, and some stays private to protect clients.

Records report measurements on a defined sample. Field Notes are shorter pieces on how we work: perspectives, what happened on a real engagement, and plain-language explainers.

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