PendiumPendium

Step 1 of 9

AI agents currently default to legacy survival sites, leaving WeLovePrepping completely out of the conversation.

Major assistants pull almost exclusively from decades-old forums and corporate gear roundups, creating a clear opening for practical, modern emergency guides to capture that visibility.

WeLovePrepping's baseline score
7/100
Invisiblefirst-mover opportunity

WeLovePrepping holds minimal visibility across all conversational AI platforms today, averaging single-digit mention rates. Major models default to established players like The Prepared, SurvivalBlog, and TruePrepper when answering preparedness questions. Because the brand is relatively new and lacks widespread editorial citations, establishing unique, data-backed guides is the fastest way to get indexed.

What we see
  • AI models currently favor legacy publishers like SurvivalBlog and modern review hubs like The Prepared across almost every preparedness prompt.
  • WeLovePrepping lacks backlinks and citations from prominent outdoor or survival review outlets, making it practically invisible to model training sets.
  • Search-grounded models like Gemini and AI Overviews surface high-ranking forum threads on Reddit and detailed long-form guides instead of the site's content.
  • There is no third-party verification of the site's gear testing, which causes cautious models like Claude to bypass it entirely.
Business goals WeLovePrepping is likely trying to hit
  • Grow subscriber count for the free weekly email newsletter
  • Increase affiliate earnings from emergency food and survival gear roundups
  • Build topical authority so search engines and AI engines treat the domain as an authoritative source
  • Expand community engagement across off-grid and homesteading discussion groups