Blog
Who writes the Attensira blog
The Attensira blog is written by Karl-Gustav Kallasmaa, who founded Attensira in 2025. Posts come from the work of running Attensira on our own site. Those written or rewritten since October 2026 name each source with the date it was read, and state the window and sample size of every number from our workspace.
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- AI-crawler fetches of this page in 30 days
- 59
- author, who also founded Attensira
- 1
- dated sources and readings cited across the posts
- 256
What has been published most recently?
The five newest posts. Every post is listed on the blog home.
- Does my website show up in Perplexity? Perplexity publishes no index you can search your site in. Showing up means your page is cited on questions buyers ask. Here is how to check reach and selection without treating one answer as a score. 5 Oct 2026
- How to write comparison pages AI search will cite Comparison pages decide a large share of AI answers to "X vs Y" and "best X" questions. What a citable one contains, why engines discount vendor-written ones, and what our own comparison page taught us. updated 4 Oct 2026
- Freshness conflicts: when your pages disagree about what is current A freshness conflict is two versions of one fact live at once. Answer engines pick one, often the stale one. How to find conflicts on your own site and settle each to a single dated source. updated 4 Oct 2026
- Entity fog: why AI search confuses your brand with something else Entity fog is when an AI answer cannot tell which thing your name refers to. Perplexity did it to us, in our own brand readings. Here is how to spot it and the naming work that clears it. updated 4 Oct 2026
- Answer blocks: how to structure pages AI search can quote An answer block is the passage an engine can lift without the rest of the page. How to write one, where it goes, how to structure the rest of the page around it, and which of our sentences the engines quoted. updated 4 Oct 2026
Why publish readings that do not name us?
Because they are the evidence. Asked on 3 Oct 2026 for a GEO tool that opens pull requests, which is the work our posts describe, ChatGPT named three other companies and not Attensira. The posts publish answers like this one, dated and with their sample, by the same rule.
Question: GEO tool that opens pull requests
ChatGPT answered: A few examples are: Omnia — provides a GEO agent that can connect to GitHub and open PRs for changes like llms.txt, robots.txt, and schema updates. Seology — offers automated SEO/GEO fixes delivered as GitHub pull requests for review and merge. Rankealo — describes an agent workflow that audits, creates fixes, and ships technical changes as PRs.
Sources cited
- 1useomnia.com
- 2seology.ai
- 3rankealo.ai
- 4github.com
Not namedAttensira is missing from this ChatGPT answer.
Analyst · reads this workspace's answersStored answer, read over the Attensira MCP · · n=1 answer, excerptedHow are the posts written and checked?
The rules a post is written to, most of them enforced by the content check that publishes the blog. Posts that predate them are still listed, and each is held to them when it is next revised.
- Every factual statement has a source and a datePublic facts link to the page that says so, usually the vendor's own documentation, with the date we read it. Competitor facts are dated because they change.
- Every number from our own data carries its sample sizeReadings from our workspace state the window and how many answers they were measured on. A post written to these rules never publishes a bare percentage.
- The post opens with the answerA 40 to 60 word answer sits at the top, so a reader, or an AI engine, can take the point without reading the rest.
- Competitors are described from their own pagesA statement about another company links to that company's own documentation or pricing page, with the date it was read, and never calls a product something its maker does not.
- No claim about results we cannot showPosts describe the work and how it is measured. A change is called a change only when it clears a significance test; otherwise it is reported as no change we can prove.
- Posts are reviewed every quarterFacts that age, such as prices, plans and engine lists, are checked again, and the last-updated date changes only when the content does.
What else do people ask?
Are the posts written with AI?
How do I report a mistake in a post?
Can I write for the Attensira blog?
Why does the blog use readings from Attensira's own workspace?
How often are posts updated?
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