We Audited Our Own Chatbot Detector. On Our Own Headline's Question, It Was Right Once In Eight.

We Audited Our Own Chatbot Detector. On Our Own Headline's Question, It Was Right Once In Eight.

We Audited Our Own Chatbot Detector. On Our Own Headline's Question, It Was Right Once In Eight.Uldis Zalcmanis
Published on: 03/09/2026

Every chat-coverage number we have published rests on one rule, and nobody had ever checked whether it works. We pre-registered the test, published the result whatever it said, and it says our rule finds a visible chat control about six times in ten and detects an AI assistant almost never.

field notemeasurementchatbotserror rateself auditmethod
191 Malaysian Privacy Notices. 36% Are Bilingual. The Exempt Group Does Better.

191 Malaysian Privacy Notices. 36% Are Bilingual. The Exempt Group Does Better.

191 Malaysian Privacy Notices. 36% Are Bilingual. The Exempt Group Does Better.Uldis Zalcmanis
Published on: 03/09/2026

Malaysian law requires a privacy notice in both Bahasa Melayu and English. We scanned 1,233 .my domains from a Malaysian IP address and read every notice we could reach. 36% of commercial sites carry both languages. Government sites, which the Act expressly does not cover, manage 49%.

field notepdpamalaysiaprivacycompliancemeasurementbahasa melayu
Should Your Website Have An llms.txt?

Should Your Website Have An llms.txt?

Should Your Website Have An llms.txt?Uldis Zalcmanis
Published on: 03/09/2026

We measured 400 services from a national register and read what their sites tell AI systems. At least six of the fourteen verified llms.txt files were not written by the business, and every AI-crawler block we found came from a CDN default. Plus the statistic we are withdrawing.

answersllms.txtai crawlersrobots.txtaeomeasurement
Why Your Form's Completion Rate Is Worse Than The Number You See

Why Your Form's Completion Rate Is Worse Than The Number You See

Why Your Form's Completion Rate Is Worse Than The Number You SeeUldis Zalcmanis
Published on: 03/09/2026

On a four-step collector we built, the dashboard number was 25. Then 37 people told us they had submitted and 31 of those had no record of any kind. The false completion is the expensive one, because nobody chases a person the system says is finished.

answersformsconversionuxmeasurementsupport