Metadata Minute (Issue #25): 3 Scary Metadata Nightmares—And How to Avoid Them

Halloween is the perfect time to talk about things that go bump in the night…and nothing haunts a publisher more than bad metadata. Avoid these three spooky mistakes, or your book sales could vanish like a ghost!

1) The Frankenstein Effect — Misspelled or Mismatched Metadata

Human error is one of the most common sources of metadata nightmares—a title or author name misspelled, an ISBN entered incorrectly, or a product miscategorized. Without a solid system to manage your titles, these mistakes can ripple across multiple online retailers, creating conflicting data and a ton of manual effort to fix.

When your metadata is inconsistent or mismatched across platforms, it’s like stitching together a monster from mismatched parts—both readers and retailers get confused, and sales suffer. This is the Frankenstein Effect: patching together bad data creates a monstrous mess that haunts your sales.

How to avoid it:

• Centralize all book data in an effective Title Management system—so when mistakes happen, fixes update across all retailers seamlessly.
• Never have just one person in charge of metadata—always have an extra pair of eyeballs double-checking your data.

2) The Phantom Title — Ignoring Online Retail Errors

Even after your book is live, the metadata nightmare doesn’t end. Online retailers regularly update their listings—oftentimes, without your permission or knowledge. Sometimes your buy button disappears, your cover image gets replaced, or critical product information gets altered. If you don’t catch these changes quickly, your titles can vanish from searches and lose out on sales.

This is the Phantom Title: your book is technically available, but is invisible to the audience it was meant to reach. These issues happen frequently and often go unnoticed by publishers until sales drop or customers complain.

How to avoid it:

• Monitor your titles regularly with Eloquence on Alert—publishers can easily view retailer issues like missing buy buttons, cover image inconsistencies, and product metadata errors
• For publishers without a retail monitoring system, have at least one person or a small team responsible for monitoring frontlist and top-selling titles frequently.
• When manually auditing titles, check regularly for missing buy buttons, inaccurate cover images, and incorrect prices.

3) The Sleeping Zombie — Neglected Backlist Titles

Some of your most valuable titles aren’t new—they’re lurking in your backlist, collecting dust. Outdated metadata, dusty old keywords, and poorly placed categories can bury these books in search results and recommendations.

When updated properly, these sleeping zombie titles can rise again, reaching new audiences and generating fresh revenue!

How to bring titles back to life:

• Flywheel can identify backlist titles with hidden potential that can be regularly updated to improve discoverability and significantly boost sales!
• Have a system in place to regularly audit backlist titles. When doing so, be sure to review keywords, categories, descriptions, and images.
• Schedule monthly, quarterly, or yearly audits of a set number of backlist titles to ensure that no title gets overlooked.

Metadata mistakes may be scary, but with the right tools and systems in place, you can turn nightmares into hidden sales opportunities.

Happy Halloween and may these metadata nightmares never haunt you!