Practical steps to automate your growth using Topify and turn insights into measurable visibility.
Your visibility number dropped from 34% to 21% last week, and your manager wants an explanation. You pull the answers. Same competitors, same citations, nothing obvious changed. So you check the prompt list, and it turns out 40 of your 60 prompts came from a keyword export somebody ran in March. Most of them nobody […]
Monday morning. Your GEO rank tracker shows your brand sliding from position two to position seven in ChatGPT answers across your three highest-intent prompts. Nobody shipped anything last week. No pages were deprecated. No redirects broke. The default reaction is to rewrite the pages that stopped getting cited. That reaction is wrong most of the […]
You priced it out already. A hundred prompts, four AI engines, a scheduled job, and a Postgres table. The token bill came back under $150 a month, which is less than one seat on most analytics platforms, and the whole GEO rank tracker looked like a two-week sprint you could slot in between roadmap items. […]
Two GEO rank trackers, same brand, same week. One says you’re second in your category. The other says fourth. Neither number matches what happens when you open ChatGPT and ask the question yourself five times, where your brand shows up twice and gets skipped three times. The dashboards aren’t broken. They’re reporting a metric borrowed […]
You checked ChatGPT three times last week to see whether your brand came up in your category. First run, you were there. Second run, gone. Third run, you were back but listed fourth instead of second. So which number goes in the monthly report? That question is the entire problem with treating AI search like […]
Your product page ranks third for its main category term. The feed is clean, reviews are strong, and paid shopping sends steady traffic every week. Then someone opens ChatGPT and types “durable carry-on under $200 that actually fits budget airline sizers,” and gets five specific recommendations. Yours isn’t one of them. Nothing broke. The shopper […]
There’s a spreadsheet on your team’s shared drive with about a dozen prompts in it. Someone runs them through ChatGPT every Monday, screenshots the answers, and fills in a column marked “mentioned: yes/no.” Last week your brand showed up in four out of twelve. This week it’s two. Nobody can say whether something actually changed […]
Most teams start prompt search work the same way. Someone exports the keyword list, pastes the top 20 terms into ChatGPT one at a time, screenshots the answers where the brand shows up, and calls it a baseline. Two weeks later the same 20 prompts return different answers, different competitors, different sources, and nothing in […]
Your keyword research says “best CRM” gets 40,000 searches a month. Clean data. Clear intent. But when a prospect actually opens ChatGPT, they type something closer to “I run a 12-person B2B agency and we need a CRM that integrates with HubSpot, handles deal tracking, and costs under $50 per seat.” That’s 27 words, loaded […]
Your keyword rankings are stable. Your domain authority is climbing. Your content calendar is running on schedule. Then a prospect types a 23-word question into ChatGPT, gets a direct recommendation for your competitor, and never visits Google at all. Nothing in your SEO dashboard flagged it. Nothing in your analytics even registered the lost opportunity. […]
Your team finally figured out how to track whether ChatGPT mentions your brand. You’ve got a dashboard, a prompt list, maybe even a monthly report showing citation rates across AI platforms. Then OpenAI released GPT 5.6 and ChatGPT Work on July 9, 2026, and the visibility problem you just learned to measure got bigger overnight. […]
You’re tracking your brand’s visibility in ChatGPT. But which ChatGPT? Since July 2026, “ChatGPT” has meant three separate models with three different reasoning architectures, three different citation behaviors, and three different sets of winners. A brand that dominates the fast-answer tier can vanish entirely in the deep-reasoning tier, and most tracking setups can’t tell you […]
