Great analysis! One thing to add about the competitor gap:
AI has “memory” from training data
If your competitor has been around longer or has more web presence, they’re baked into the model’s knowledge. This is actually good news for you - it means the gap is partly about historical data, not current quality.
What this means for your strategy:
- Focus on platforms AI regularly crawls (Reddit, major publications)
- Update content frequently (Perplexity and Bing AI use real-time data)
- Get mentioned in recent articles and discussions
The models are always learning from new data. You can catch up faster than you think.
Pro tip: Track which AI platform mentions you most. Optimize for that first, then expand.