Curated, Localized Lists on Unmet Demand for Books 

Panorama Picks provides booksellers with localized, curated lists of books that library patrons are waiting to borrow. This unique program uses aggregated, anonymized local library hold list data to identify titles beyond the obvious bestsellers with long wait times for local library patrons. The project makes these lists available to booksellers at no cost—giving booksellers, publishers, authors and others a new, easy and cost-free way to promote titles of local interest and increase sales.

The project’s first regional lists of in-demand titles are available below. The project will compile and publish new lists on a quarterly basis. The list selection methodology will be refined in response to user feedback. The project is actively promoting the program to local booksellers. We hope that these new insights into the interests of local readers will help libraries and booksellers alike better serve active readers in their communities.

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Data-driven insights on the interests of local readers

Our regional Panorama Picks lists are generated using aggregated, anonymized U.S. public library ebook demand data and the following framework:

  • We create lists of the most in-demand titles in each category for eight regions around the country.

  • We then identify and rank the adult/young-adult fiction and non-fiction titles published in the last 12 to 24 months. These are titles booksellers are likely to have in stock that in many cases aren’t enjoying significant sales.

  • Next, we weed out well known bestsellers, book club selections and other heavily promoted titles.

The resulting lists highlight a wide range of in-demand titles. Some are familiar titles that are enjoying sustained popularity. Others are less well known titles that have, for one reason or another, generated strong local interest.

Selections from the Midwest Adult Fiction list

Selections from the Midwest Adult Fiction list

Panorama Picks: Regional Lists

The regional groupings below generally mirror the American Booksellers Association’s (ABA) groupings and naming conventions. A few adjustments have been made to simplify the reporting and presentation of the recommendations.

The lists are available in two formats:

  • Google Sheets

  • PDF

The Google Sheets versions include the BISAC codes for each title. The PDF versions are formatted for easy printing and do not include the BISAC codes.

The current lists reflect library demand for the first quarter of 2019.


Great Lakes

Illinois, Indiana, Kentucky, Ohio, Michigan



Illinois, Iowa, Kansas, Minnesota, Missouri, Nebraska, North Dakota, South Dakota, Wisconsin

Mountains & Plains

Arizona, Colorado, Kansas, Montana, Nebraska, Nevada, New Mexico, Oklahoma, South Dakota, Texas, Utah, Wyoming

New Atlantic

Delaware, District of Columbia, Maryland, New York, New Jersey, Pennsylvania, Virginia, West Virginia

New England

Connecticut, Maine, Massachusetts, New Hampshire, New York, Rhode Island, Vermont

Pacific Northwest

Alaska, Idaho, Montana, Oregon, Washington


Alabama, Arkansas, Florida, Georgia, Kentucky, Louisiana, Mississippi, North Carolina, South Carolina, Tennessee, Virginia

We Want Your Feedback on Panorama Picks!

Please complete this short five question survey to let us know what you think of the program and how we can make the lists more useful for you.

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