The CueScout Blog
How brands get cited by ChatGPT and Perplexity: what the engines read, which pages they quote, and how to earn a place in the answer.
We pulled every source three AI engines cited across 50 buying questions in the AI-visibility category, classified all 533 URLs, then fetched the top 30 pages to see who was named on them. Listing presence tracked visibility almost one to one. Full dataset included.
Read more →An answer engine builds its recommendation out of a handful of pages it retrieved seconds ago. This is the guide to finding those pages in your category, working out which ones are reachable, and getting your name into them.
Read more →For Google you wanted links from strong domains. For an answer engine you want your name inside pages that get retrieved, and the link is close to beside the point. That changes which pages you chase.
Read more →The email itself: subject lines, the four-part body, three full templates for the different kinds of list owner, what to do about follow-ups, and the lines that get you ignored.
Read more →What it takes to be one of the names ChatGPT or Perplexity gives when someone asks for tools like yours: how the answer gets assembled, the four levers you actually have, and the order to pull them in.
Read more →The operational version: how to tell which lists are worth pitching, what the four types of list owner actually want, what they say yes and no to, and how long it takes to land.
Read more →Every GEO post tells you to get into the best-of lists. None of them tell you which lists. Here is the manual method, what it costs you in time, and the tool we built because we got tired of doing it by hand.
Read more →We went through the citations behind six buying questions in our scan data. One answer quoted Ahrefs, Semrush, and two tools with no backlink profile at all. Here is what that says about authority and retrieval, and where the argument runs out.
Read more →A small, honest teardown of 23 URLs Perplexity cited across six buyer questions in our own database. Most of them were vendors' own marketing pages. One was a Reddit thread.
Read more →Someone in r/SEO asked whether long-term SEO still produces inbound leads now that AI answers everything. Our scanner has seen that exact question 13 times this month. Here's the answer, plus what happened when I tried to post it as a comment.
Read more →I read every thread our scanner has ever scored as strong buying intent, 148 of them across 50 subreddits, and wrote down the exact words people use when they're about to buy. Also how many were spam wearing a buyer's clothes.
Read more →87 of 777 impressions on cuescout.com came from queries with a dozen -site: operators in them. Zero clicks, average position 6.9, while the rest of the site sits at 53. Here's how to spot them in your own data.
Read more →I built a tool to help people market on Reddit, and got shadowbanned trying to market it on Reddit. Here's exactly what happened, what Reddit actually punishes, and how to engage without getting nuked.
Read more →Generative Engine Optimization is the practice of getting your brand recommended inside AI-generated answers. What GEO is, how the answer pipeline actually works, what the research and our own citation logs support, and what to do about it.
Read more →When ChatGPT or Perplexity recommends three tools, how does it pick them? A breakdown of what actually happens inside the answer, what our own citation logs show, and what any of it means for getting named.
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