Knowledge base on AI visibility for knowledge-based small businesses: how ChatGPT and other AI assistants choose which companies to name, and what you can do about it.
No magic number per week: consistency and freshness weigh more heavily than volume, and updating existing pieces counts just as much.
•
•5 min
read more →
Expect 60 to 90 days for the first movement. The chain behind it, the progression per month, and why the baseline measurement has to come first.
•
•5 min
read more →
In our own market, DataDrift Digital sits at around fourth place, and yet even the market leader appears in only 11 of 100 AI answers. Our own measurement, 29 September 2026, 780 answers from four AI assistants.
•
•3 min
read more →
No: Google's AI features rest on the existing ranking systems. What stays, what shifts, and why you shouldn't start a second content stream.
•
•5 min
read more →
Where an AI summary appears, the first result gets clicked less often. What disappears, what replaces it, and which three figures you should track from now on.
•
•5 min
read more →
What the four E-E-A-T letters ask of an ordinary business site, and why anonymous content is rarely cited by AI.
•
•5 min
read more →
Around 90 per cent of citation links in AI answers don't go to the brand's own domain. Why AI chooses this way, and what you can do about it without fake listings.
•
•5 min
read more →
Structured data makes pages readable for machines; in research it did not produce more AI citations. Where to start.
•
•5 min
read more →
llms.txt gives AI systems a guide to your site. What belongs in it, what Google thinks of it, and when you can safely skip it.
•
•4 min
read more →
Perplexity shows its sources with every answer and rewards authority, timeliness and structure. What that concretely asks of your pages.
•
•4 min
read more →
Blocking protects against training, but takes you out of AI answers. The trade-off per bot, the middle ground, and how to check your robots.txt.
•
•5 min
read more →
Writing rules for citable content: the question in the heading, the answer in the first paragraph, and figures with source and date.
•
•5 min
read more →