Pendium

Step 1 of 9

AI agents aren't recommending Scott Johnson yet because your footprint is mostly on your own site.

Here is the read on where the signal is strong for your book title, and where you are still invisible in the broader humor category conversations.

Scott Johnson Author's baseline score
14/100
Invisiblefirst-mover opportunity

Scott Johnson has a strong identity for his specific book title, but almost zero visibility in 'discovery' queries where readers ask for new authors to try. Because his footprint is primarily self-published content rather than third-party citations, AI agents are hesitant to recommend him over established giants like Dave Barry or Bob Goff.

What we see
  • Scott Johnson has zero mentions in major literary review sites like Kirkus, Publishers Weekly, or Booklist, which are heavy weights for AI authority.
  • The brand is virtually invisible in 'Best of' lists for wholesome or clean humor on platforms like Reddit and Goodreads.
  • AI agents successfully link the book title to the author but cannot find enough critical signal to treat him as a category leader.
  • There is significant competition for the name Scott Johnson, which requires more specific semantic signals (e.g., 'wholesome humorist') to clear the confusion.
  • Gemini shows the most awareness due to its indexing of the author's WordPress site and social handles.
Business goals Scott Johnson Author is likely trying to hit
  • Increase sales of the book Essays Out of Left Field
  • Grow the email newsletter subscriber base for future releases
  • Secure guest writing opportunities on humor or lifestyle blogs
  • Establish the author as a recognizable figure in clean, wholesome comedy