Non-ProfitFree
Museum Exhibit Label and Panel Writer
Share your object list and research notes. Get exhibit text in a clear hierarchy, from the big idea and section panels to object labels.
River's museum exhibit label writer turns an object list and research notes into the full set of exhibit text. Share what is in the exhibit, attach curator notes or object records, and say who visits. River proposes the big idea the exhibit serves, then writes the introductory panel, section panels, object labels and captions in a clear hierarchy, each held to a word count. Facts come only from your records, and anything uncertain is flagged for the curator to check.
Most label writing advice explains the principles well and stops there, and generic writing tools produce text that reads like a catalogue entry. Visitors read standing up, with children pulling at them, for a few seconds per label. This draft writes for that reader: one idea per label, concrete details first, questions that send the eye back to the object. If the exhibit needs funding, the foundation grant proposal writer can draw on the same big idea.
This is for curators, educators and exhibit developers at history museums, historical societies, nature centers, libraries and small art museums, often working without a dedicated label writer. Use it once the object list and research are settled, and before the designer lays out the panels. A short sponsor summary can come from the program one-pager writer. Before panels go to print, run the text through the acronym and jargon checker to catch insider terms that slipped in.
How good exhibit labels are written
Strong exhibitions start from one big idea, a single sentence saying what the exhibit is about and why it matters. The idea comes from Beverly Serrell's widely used book Exhibit Labels: An Interpretive Approach. Every panel and label should connect to it. When text cannot be linked to the big idea, it usually belongs in a catalogue or a website instead. Writing the big idea first also makes it much easier to cut, because each sentence can be tested against it.
Labels work in a hierarchy. A title and introductory panel set up the big idea. Section panels group objects around sub-themes. Object labels and captions help visitors look closely at one thing. Each level is shorter than the last, and every label should make sense on its own, because visitors enter at any point. Start with what the visitor can see, use active verbs and everyday words, and give people a reason to look again.
Accessibility shapes the words as well as the design. The Smithsonian's guidelines for accessible exhibition design cover label text, legibility and providing label content in other formats, such as audio and Braille, for visitors who cannot read print. Short sentences, a clear reading order and plain vocabulary help visitors with low vision, readers of other first languages and children alike. Test drafts with real visitors where you can, and revise the labels they skip or misread.
How it works
Share the exhibit
Paste the object list and notes, or attach curator research, object records and the exhibit outline.
Describe your visitors
Optionally add who visits, your label word limits, and any house style or language rules.
River writes the text
You get the big idea, panels and labels in order, with word counts and flagged facts.
Revise in chat
Cut a label, write a family version, or adjust tone after the curator or community review.
What you get
- A proposed big idea for the exhibit, with alternatives if your notes support more than one
- An introductory panel and section panels, each tied to the big idea and kept within word limits
- Object labels and captions written from your records, starting with what visitors can see
- Word counts for every label against your house limits or common targets, in a single table
- Flags on any fact, date or attribution the records do not fully support, for the curator
- An audio description script outline for key objects, ready for accessibility planning
Common questions
How long should a museum label be?
Shorter than most first drafts. Many museums set house limits, often well under 100 words for object labels and somewhat more for section panels, but practice varies. River uses your limits if you give them, otherwise it applies common targets, shows the word count for every label, and tells you which labels run long.
What is the big idea of an exhibit?
It is one sentence that says what the exhibition is about and why it matters, used to decide what goes in and what stays out. The term comes from Beverly Serrell's work on exhibit labels. River proposes a big idea from your notes, explains why, and offers alternatives if the material points in more than one direction.
Will it add facts that are not in our records?
No. Dates, names, attributions and interpretations come from the material you provide. Where a label would be stronger with a detail you have not supplied, River marks it as a gap. Where your notes conflict or look uncertain, it flags the point for the curator rather than choosing silently.
Can it write for children or for a family trail?
Yes. Tell River the age range, and it writes labels with shorter sentences, questions and things to look for. A family trail can be written as a separate layer alongside the main labels, so adults and children each get text pitched at them without crowding the case.
How do we handle sensitive or community histories?
Use the community's own terms, name people rather than describing them only as groups, and involve community members in review. Give River your style rules, such as preferred terms, and it applies them consistently and flags passages that may need consultation. Final interpretation should always come from your curators and community partners.
Sources
Built by
Chandler Supple
Co-founder & CEO, River
Chandler has spent the last six years working in AI, building tools for millions of users and Fortune 100 companies. In 2025, he co-founded River to build a new kind of operating system for AI agents.
Museum Exhibit Label and Panel Writer
Describe what you need, add any files you have, and your workspace opens with the work already underway.