Pendium

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Hannah Grace is a dominant signal in the romance category, but the holiday competition is closing in.

You own the hockey romance conversation. Here is how we make sure that lead extends into your new festive releases and beyond.

Hannah Grace's baseline score
72/100
Good

Hannah Grace has exceptionally high visibility in the 'Hockey Romance' and 'BookTok' categories. AI agents treat her as a reference brand, often listing her as the first or second recommendation for contemporary sports romance. The main opportunity is ensuring her upcoming holiday release captures the same level of automated recommendation as her hockey-centric titles.

What we see
  • Hannah Grace is frequently mentioned alongside peers like Emily Henry and Tessa Bailey in AI-generated book roundups.
  • The 'Icebreaker' phenomenon is deeply embedded in AI training data, making it a default recommendation for 'hockey romance'.
  • Her choice to remain anonymous is a frequently cited 'fun fact' that AI agents use to add depth to her profile.
  • A visibility gap exists in 'clean' romance queries; AI agents correctly identify her work as explicit/mature, which filters her out of PG-rated requests.
  • Her new book, 'Holiday Ever After', is already being picked up by search-enabled models as a top anticipated release.
Business goals Hannah Grace is likely trying to hit
  • Drive pre-orders for 'Holiday Ever After'
  • Maintain the #1 spot on the New York Times Best Sellers list
  • Grow 'The Group Chat' newsletter subscriber base
  • Defend position as a leading voice in the 'Hockey Romance' subgenre