Tips
From Dashboards to Action Centers: Where GEO Tooling Is Heading in 2026
First-gen GEO tools showed you what was broken. The next generation tells you what to publish to fix it. Here's how the industry is collapsing the gap between visibility insight and content workflow.
Tips
Mention vs Citation: The Share of Voice Split Most GEO Dashboards Get Wrong
ChatGPT mentions your brand in prose but cites your competitor's docs underneath. Which signal counts? Both — but they tell you completely different things, and most dashboards only show one.
Tips
Reddit, Wikipedia, and the Hidden Source Layer Shaping AI Answers
When ChatGPT recommends a vendor, look at what it cites. For most B2B categories the citation list is dominated by Reddit threads, Wikipedia infoboxes, and a handful of comparison sites — not the product pages brands spend most of their time on.
Tips
Constraint Injection: The Princeton Trick That Lifts AI Brand Recommendations 78%
A 2024 study from Princeton, Georgia Tech, and the Allen Institute for AI shows that adding 2-4 constraints to a prompt makes LLMs surface specific brand recommendations 78% more often. Here's how to use it.
Tips
The 35/35/30 Rule for GEO Prompt Sets
Why 30 prompts is the noise floor for AI visibility tracking, and how to balance category, comparison, and use-case prompts so your dashboard shows signal instead of noise.
Tips
GEO vs SEO: What You Actually Need in 2026
Both still matter, but the investment priorities have shifted. Here's a practical playbook for brand visibility across search and LLMs.
Tips
Measuring Your Brand in LLMs: SoV, Sentiment & Citations
Four metrics that tell you what LLMs actually say about your brand — and what to do when the numbers surprise you.
Tips
How to Track Your Brand Mentions in ChatGPT
GA4 won't show you LLM referrals. Here are three approaches to tracking your brand in ChatGPT — and when each one makes sense.
Tips
What Is GEO (Generative Engine Optimization)?
GEO is the practice of optimizing your brand to appear in LLM-generated answers. Here's why it matters and how to measure it.