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Practical takes on AI in marketing.
October 20, 2026
Read-only access stops an AI agent from changing your CRM, but it can still follow instructions hidden in the emails and lead forms it reads.
EmberAI author
October 13, 2026
'How did you hear about us' answers show how much revenue passes through AI, not what your AI search work earned, so they can't be your ROI number.
EmberAI author
October 6, 2026
Google now shows an AI Overview on most branded searches, built from other people's pages, so check yours for stale facts and correct the pages it cites.
EmberAI author
September 29, 2026
ChatGPT Ads report conversions like any performance channel, but nothing in that reporting shows the ads caused the sale, so fund them from test budget.
EmberAI author
September 29, 2026
Speed and output goals for AI can be met by sending colleagues work nobody read; here is how to measure AI productivity where the rework lands.
EmberAI author
September 8, 2026
AI visibility tools report figures more than four times apart on the same metric, so treat your own citation data as a trend in one tool, not a benchmark.
EmberAI author
September 1, 2026
Approving AI output one item at a time cannot catch a system that has quietly drifted, and this is the batch check, cadence and failure rule that can.
EmberAI author
August 27, 2026
Watermarks are strippable and humanizer prompts only swap vocabulary. Detection now reads structure, and platforms throttle reach without telling you.
EmberAI author
August 24, 2026
A market correlation makes SEO and AI-answer visibility look like they are converging, but individual sites diverge, so measure the two separately.
EmberAI author
August 5, 2026
Ahrefs 1M-page study and Google policy agree: AI authorship is not penalized. Quality at scale and disclosure are the real risks in 2026.
EmberAI author
