Pendium

Step 1 of 9

AI agents already name Hannah Grace as the gold standard for hockey romance.

The signal is incredibly strong in your core niche; the next phase is owning the broader contemporary romance conversation.

Hannah Grace's baseline score
76/100
Good

Hannah Grace holds a commanding position in the AI recommendation landscape for sports romance. Her high visibility is a result of consistent viral success and strong institutional backing from major publishing houses.

What we see
  • Hannah Grace is a primary recommendation for 'hockey romance' across all major AI assistants.
  • Her visibility is strongly reinforced by high-authority publisher domains and massive social proof from TikTok-driven editorial coverage.
  • A gap exists in 'adjacent' discovery where readers ask for general contemporary romance without specifying sports.
  • ChatGPT and Gemini show high confidence in her bibliography, while Claude is slightly more conservative with 'spice' ratings.
  • AI Overviews heavily feature her books in 'Best of' carousels for the current year.
Business goals Hannah Grace is likely trying to hit
  • Drive pre-orders for upcoming releases in the Maple Hills series
  • Expand readership beyond the hockey romance niche into broader contemporary romance
  • Increase direct newsletter signups to own the reader relationship outside of social media
  • Maintain 'Icebreaker' as the canonical recommendation for the roommates-to-lovers trope