Position 1 vs Position 3 is often NOT about what you’re doing - it’s about what you’re missing.
The gap I see most often:
Your competitor likely has something you don’t that AI systems interpret as a “definitive source” signal. This could be:
- Wikipedia mention - Even a single sentence on a relevant Wikipedia page creates massive authority signals for ChatGPT especially
- Industry standard setter - Are they cited as defining the category? (e.g., “Company X pioneered this approach…”)
- Media positioning - Not just mentions, but mentions that position them as the leader
How I’d diagnose your situation:
Run the same prompt 10 times and note the exact phrasing used to describe your competitor vs you. Are they described as “leading” or “top” while you’re described as “also notable” or “another option”?
That language reveals how AI has categorized you. You need to change that categorization, not just add more content.
Am I Cited’s competitive analysis shows this positioning data clearly - you can see the context around each mention, not just whether you’re mentioned.