Version 8
Curated AI Insights & Enhanced Decision Support
Version 8 introduces new AI-assisted tools designed to organize and surface useful context more quickly. These features support professional evaluation; they do not replace librarian, educator, administrator, or institutional judgment.
What are Curated AI Insights +
Curated AI Insights is CLCD’s name for its AI-assisted title-level decision-support features. These include Traffic Light guidance, AI Review Summaries, Nuance Guidance, and enhanced age and grade information. They are intended to complement CLCD’s professional reviews, awards, bibliographic information, and other established content.
What are the Traffic Light indicators +
Traffic Lights provide quick visual guidance that can vary by age or grade band. Green, Yellow, and Red indicators help users identify which titles may warrant closer review. They are a screening and decision-support tool, not an automatic approval or rejection decision.
What does a Sensitive Materials marker mean +
A Sensitive Materials marker identifies a title that warrants additional human review. Within Class-Shelf Plus, these titles are surfaced with a Red designation so they are brought directly to reviewer attention.
What are AI Review Summaries +
AI Review Summaries bring together patterns from available professional reviews so users can understand the critical conversation around a title more quickly. Depending on available source material, this can include sentiment, recurring themes, word maps, and notable reviewer observations.
What is Nuance Guidance +
Nuance Guidance adds context when a title may need closer attention. Rather than relying on a simple indicator alone, it helps users understand why additional review or discussion may be appropriate.
How is CLCD's enhanced age and grade guidance determined +
Version 8 age and grade guidance considers multiple available title-level indicators rather than relying on a single data point. CLCD uses eight parameters in this process, drawing on professional review information and other relevant title data.
Are the Version 8 AI features included in my subscription +
For the first six months following the Version 8 release, the new AI-driven capabilities are included at no additional cost for current subscribers. After the introductory period, these capabilities are planned to become an optional, low-cost add-on. Core CLCD subscription functionality will remain available without requiring the AI add-on.
Can an institution turn the AI features off +
Yes. CLCD provides administrative controls so an institution can determine whether the Version 8 AI-assisted features are available to its users. Institutions can manage these settings according to local policy and preference.
Platform Content
Content & Coverage
CLCD brings together bibliographic records and professional children’s literature information that would otherwise require searching across many separate sources.
1.3M+ FRBR-organized children’s and young adult titles.
630K+ Professional reviews from more than 50 review sources.
1,275+ Award programs represented across CLCD.
125K+ Award-winning books, with extensive award and honor information.
How often is CLCD updated +
CLCD is updated on an ongoing basis as new title records, reviews, awards, corrections, and other data become available. Because different content sources publish on different schedules, individual data elements may be updated at different times.
What kinds of reading-program information are available +
CLCD includes reading-program information such as Accelerated Reader and Scholastic Reading Counts where available. Reading-program data is shown as one part of a larger title record and should be considered together with other age, review, and content information.
Does CLCD include challenged-book information +
Yes. CLCD includes a Challenged Book Alert covering thousands of titles that have appeared in challenge-related data. The alert is intended to help users identify when additional research may be useful; it is not itself a recommendation for or against a title.
How should I translate age into grade level +
Age-to-grade mappings are approximate because school entry dates and student development vary. CLCD provides age and grade guidance as supporting information rather than treating a simple age-to-grade formula as a definitive suitability measure.
Does CLCD support accessibility-related formats +
CLCD is expanding its ability to identify accessibility-related formats and edition characteristics. Availability depends on the bibliographic data supplied for each title and edition.
Still Have a Question?
Our Help Desk can assist with access, searching, account setup, Local Collection Management, Version 8 settings, training, and other CLCD questions.
CLCD • Children’s Literature Comprehensive Database • 549 New Road, Suite J, Somers Point, NJ 08244 • 888-611-CLCD (2523)