Practical steps to automate your growth using Topify and turn insights into measurable visibility.
The mention baseline your team built over the past year of GPT-5.5 monitoring stopped meaning anything on July 9, 2026. That’s when OpenAI publicly released GPT-5.6 after a two-week government review period, replacing a single model with three tiers named Sol, Terra, and Luna. Different retrieval behavior, a refreshed knowledge base, and a new user distribution across […]
The first attempt usually looks like this: someone on the team opens ChatGPT, types “best tools for [your category],” screenshots the answer, and pastes it into Slack. Your brand shows up. Two weeks later, someone repeats the exercise and you’re gone. No one knows why, no one knows when it changed, and there’s no baseline […]
Two dashboards, two scores for the same brand. One platform says your AI visibility is 72. Another says 48. Your quarterly review is next week, and you can’t explain to leadership which number is real, because each tool defines “visibility” differently and none of them show their math. Meanwhile, AI engines keep reshaping how they […]
Your domain authority is solid. Your keyword rankings haven’t moved in months. By every metric in your SEO dashboard, things look fine. Then someone asks Perplexity for the top tools in your category, and your brand isn’t in the answer. None of your existing metrics can explain why, because none of them were built to […]
Your quarterly review has a slide for rankings, a slide for traffic, and a slide for conversions. Then someone asks how the brand is performing in AI search, and the deck goes quiet. You’ve asked ChatGPT about your category a few times, taken screenshots, and noticed the answers change week to week. That’s not a […]
Your marketing dashboard tracks domain authority, keyword rankings, backlinks, and organic traffic. Not one of those numbers tells you whether ChatGPT recommends your brand when a buyer asks for options in your category. Most marketers assume that presence in AI answers can’t be quantified, that it’s too fluid to pin down. It isn’t. An AI […]
Every Monday, someone on your team asks ChatGPT the same five questions about your category, screenshots the answers, and drops them into a Slack channel. Two weeks in, the answers have changed, nobody remembers the original wording, and the screenshots can’t be compared or reported. Recent research suggests that more than 50% of the sources […]
Your rank tracker says everything is fine. Fifty cities, solid local pack positions, map grids mostly green. Then a regional manager forwards you a screenshot: someone asked ChatGPT for “the best urgent care in Denver,” and your clinic, the one holding position 2 in the local pack there, isn’t in the answer. You check three […]
Three weeks ago, ChatGPT recommended your brand second in its answer to your category’s biggest buying question. This Monday, a prospect ran the same prompt and you weren’t in the answer at all. Your Google rankings didn’t move. Search Console looks normal. Nothing in your stack flagged the change, because nothing in your stack was […]
Your rank tracker shows you sitting at #2 for your money keyword. Then your VP asks where you land when a buyer asks ChatGPT for a recommendation in your category, and you have nothing. You open the dashboard you’ve used for years, and there’s no column for it. That tool was built to watch Google’s […]
You published a 3,000-word guide last quarter. It ranks on page one, the backlinks are solid, and traffic looks healthy. Then you run your core industry prompt through Perplexity and watch it cite a competitor’s 7-step listicle instead. Three times in a row. The frustrating part is that nothing in your analytics explains why. Google […]
Your domain rating is solid. Your keyword rankings haven’t moved. And yet none of that data can tell you what happened yesterday when 800 people asked ChatGPT for a recommendation in your category. Traditional SEO tools measure positions on a results page. An AI query tracking platform measures something different: whether generative engines mention you […]
