Topify.ai is a Generative Engine Optimization (GEO) platform powered by one-click Agent that helps brands get recommended by AI.
Most AI cost comparisons stop at the price table. That’s the wrong place to stop. DeepSeek V4 Flash is generating real buzz in marketing circles, and for good reason: it’s priced at $0.14 per million input tokens, making it over 90% cheaper than Claude Haiku 4.5 and significantly cheaper than GPT-4o Mini. For teams running […]
You picked a keyword. Built the content. Earned the backlinks. Then a procurement manager asked GPT-5 to recommend vendors in your category, and your brand wasn’t in the response. A week later, a developer queried DeepSeek V4 for the same use case, and again, nothing. The issue isn’t your content quality. It’s that each AI […]
You’re building a GEO monitoring pipeline. You’ve priced out Claude’s API, and the math is starting to look uncomfortable. Sonnet’s reasoning is sharp, but at $3.00 per million input tokens, running it across thousands of daily brand mentions burns budget fast. Haiku is five times cheaper, but you’re not sure where it’ll break down. The […]
You’ve searched “best AEO tool,” opened G2, and found a dozen platforms with 4.5-star ratings. Every one of them claims to track AI search visibility. Every one of them shows a clean dashboard screenshot. But after reading 40 reviews across five tools, you still can’t tell which one will actually tell you something useful. That’s […]
You’ve probably seen the dashboards. Visibility scores. Mention trends. Charts that go up and to the right. But when your CMO asks why your brand lost ground to a competitor on a specific ChatGPT prompt, most AEO tools go quiet. That’s the gap this review is about. G2 reviews reveal something most vendor pages don’t: […]
You asked ChatGPT a question in your category. It gave a confident, sourced answer. Your brand wasn’t in it. Not even close. The problem isn’t your content quality. It’s that AI engines have already decided which industries and which domains they trust, and most brands have no visibility into that decision. New data from a […]
Your site ranks #1 on Google for “best enterprise CRM.” You’ve got the backlinks, the domain authority, the optimized title tag. Then a prospect asks ChatGPT for a recommendation. It names Salesforce and HubSpot, with detailed reasoning. Your brand doesn’t appear. That prospect never searches Google. You never know they existed. This is the core […]
Here’s what happened when an engineering lead asked Perplexity, “What’s the best CI/CD tool for enterprise deployments?” The answer came back in seconds: Harness Engineering, with a two-paragraph explanation, a cost breakdown, and a link to its documentation. No search results page. No comparing 10 tabs. Just a selection. That’s the new procurement funnel for […]
You’ve read the docs. You’ve compared the feature matrices. But when your engineering team now starts tool research with a single ChatGPT prompt, the winner isn’t decided by benchmarks. It’s decided by which CI/CD platform AI chooses to recommend — and that answer isn’t random. Over 50% of B2B software buyers now open their research in […]
Most developers don’t actually pick one AI coding tool. They install three, commit to two, and quietly rely on one for 80% of their work. That’s not indecision. It reflects how genuinely different these tools are under the hood. Claude Code, GitHub Copilot, and Cursor each made a different architectural bet in 2026. Understanding those […]
A practical framework for deciding where to focus your search strategy, budget, and content in 2026. You’re probably still ranking. You’re just not getting the clicks. That’s the defining paradox of search in 2026. A twelve-month analysis of Google AI Overviews (AIO) spanning February 2025 to February 2026 found that AIOs now trigger on approximately […]
Agentic SEO isn’t about ranking pages. It’s about being discoverable before a user types a single query. Most marketers still think brand discovery starts with a search box. It doesn’t anymore. AI agents don’t wait for a query. They crawl, reason, and synthesize across dozens of sources before a user even realizes they have a […]
