An experimental guide to Answer Engine Optimization (mapledeploy.ca)

by rosslh 3 comments 9 points
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3 comments

[−] maltelandwehr 44d ago
Did you actually conduct the experiment? What was the outcome?

Based on my experiments (across hundreds of thousands of LLM chats) llms.txt does not have any measurable impact in the vast majority of scenarios.

[−] rosslh 44d ago
I don't have much in terms of hard data unfortunately. My site is very new, so measuring the AEO impact isn't really possible yet (no baseline to compare against). I am, however, collecting analytics on whether various routes are being hit (e.g. llms.txt and .md routes), as well as the frequency of various AI user agents, so I can do a follow-up post once I have some more data.
[−] dougunplugged 42d ago
Can you track: - Clicks from each answer engine - Number of pages with clicks

Also add Bing Webmaster Tools to your site to track citations and grounded queries: https://blogs.bing.com/webmaster/February-2026/Introducing-A...