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The Attensira blog

The Attensira blog explains how brands get named in Google and in AI answers, and the SEO work that changes it. Posts written or rewritten since October 2026 use readings from our own workspace with their sample sizes, and name the source of every fact with the date it was checked.

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Who owned the cited pagesn=97,149 citations
ChatGPT and Perplexity, every tracked prompt, by page owner · to
NameWho owned the cited pages
Third-party pages74.5%
Competitors' sites14.4%
AI platforms' docs8.5%
attensira.comyou1.5%
Reference sites1.1%
Researcher agentResearcher · Ranks the pages behind each answerCitations, read over the Attensira MCP, answers on 23 of 31 days · · n=97,149 citationsFrom the post: What is third-party corroboration in AI search, and how do you earn it?

Where should I start?

Three posts that show how we work: a finding from our own data, the method behind the numbers and an audit you can run by hand.

What have we written lately?

Newest first, leaving out the posts this page already links, with the date each post was last updated, so a rewritten post shows the date of the rewrite.

All 37 recent posts

Who holds the slots that decide an answer?

Mostly other people. In the same read as the chart above, the top ten sources of each answer were third-party pages four times in five, and our own site held 8 of 1,209 slots. That is why rewritten posts treat other people's pages as half the work.

Read “Why is your brand missing from AI search answers?”

top-ten source slots held by third-party pages
954
of 1,209 slots
held by competitors' sites
168
of 1,209 slots
held by attensira.com
8
of 1,209 slots
Analyst agentAnalystAttensira MCP, attensira.com workspace, ChatGPT and Perplexity, answers on 23 of 31 days · to

Which topics does the blog cover?

What else do people ask?

Who writes the Attensira blog?
Karl-Gustav Kallasmaa, who founded Attensira in 2025. Every post carries its author and the date it was last updated, and is reviewed every quarter so facts that age, such as prices and engine lists, are checked again.
Where do the numbers in the posts come from?
Two places. Public facts link to their source, such as Google's or OpenAI's own documentation, with the date we read it. Our own numbers come from the Attensira workspace we run on attensira.com, and in the posts written since October 2026 each one states the window and how many answers it was measured on.
How is the blog different from the guides?
A guide is a long, chaptered answer to one big topic, such as AI crawlers. A blog post answers one narrower question, such as how to check your backlinks, with a worked example. Single terms are defined in the glossary.
Does Attensira sell what the blog describes?
Partly, and each post says where. Attensira is software that does your AI-search visibility work. Most posts explain a method you can follow by hand, then say which parts the crew does for you.

Put the crew to work on your brand.

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