Pendium

Step 1 of 9

AI agents already recommend Grace Reilly for sports romance, but she is currently a secondary recommendation.

Your visibility is concentrated in specific niches; here is the snapshot of where the signal is strong and where the giants are still winning.

Grace Reilly's baseline score
46/100
Moderate

Grace Reilly has established a solid niche in the AI knowledge graph for sports romance. While she is frequently mentioned in discovery prompts, she often appears as a secondary recommendation after major category leaders. There is a significant opportunity to move from a 'similar author' to a 'primary recommendation' by deepening her trope-specific content.

What we see
  • Grace Reilly has a healthy footprint on Reddit and Goodreads, which drives consistent mentions in ChatGPT and Gemini recommendations.
  • She is frequently named as an alternative to Hannah Grace and Lauren Asher, positioning her well for 'fans of' queries.
  • AI visibility is strongest in the 'sports romance' niche but drops significantly for broader 'contemporary romance' searches.
  • There is a lack of high-authority editorial profiles (e.g., NYT, major trade pubs) which limits her ranking in more conservative models like Claude.
  • AI Overviews often pull her name from listicles titled 'Best Spicy Sports Romance' where she is a frequent inclusion.
Business goals Grace Reilly is likely trying to hit
  • Increase newsletter signups for new release alerts
  • Drive more Kindle Unlimited borrows for the Beyond the Play series
  • Secure more recommendations on high-authority romance book blogs
  • Expand the reach of the audiobook editions via influencer mentions