Claude Certification Guides
CCAO-F/Domain 48 min read

Lesson 4.2

Artifacts and Interactive Output

When Claude produces an Artifact instead of a chat reply, what kinds of Artifact exist, how to iterate on and share them, and how they differ from generated files.

Most of Claude's answers are text in the conversation. Some outputs deserve to be a thing in their own right: a document you will edit over several turns, a chart, a diagram, a small interactive tool, a web page. Claude places these in an Artifact, a panel beside the chat that holds a standalone piece of work with its own versions, download options and sharing controls. The exam tests whether you know when Artifacts appear, what they can be, and how to use them in a business context.

When Claude creates an Artifact

Claude decides to create an Artifact when the output is substantial, self-contained and likely to be edited or reused: long documents, structured content, code, visual output. A three-sentence email stays in the chat; a two-page policy draft goes into an Artifact. You can request one explicitly ("put this in an Artifact") or ask for a plain reply instead. Artifacts can be switched off in settings if you prefer everything inline.

Kinds of Artifact

  • Documents: formatted text with headings, lists and tables, editable over many turns.
  • Diagrams and graphics: flowcharts, organisation charts, process maps, simple illustrations.
  • Charts and dashboards: visualisations built from data you supply.
  • Interactive tools: calculators, quizzes, forms, decision trees, small apps that run in the panel. These are built as web content; you do not need to understand the code to use them.
  • Web pages and prototypes: a landing-page mock-up, a clickable prototype for a review meeting.
  • Code: for technical users, though a business user may receive a spreadsheet formula or a short script this way.

Some interactive Artifacts can themselves call Claude, which allows tools such as a "draft a reply in our tone" widget or a branching training exercise. When such an Artifact is shared, viewers use their own Claude account; the creator is not charged for others' use.

Working with an Artifact

Iteration is conversational. "Make the second section shorter", "change the chart to a bar chart", "add a reset button" all update the Artifact in place, and previous versions remain available so you can step back. You can copy the contents, download them, or open them full-screen. When a document Artifact is finished you can ask Claude to convert it into an office-format file for distribution.

A useful habit is to separate structure from content: ask for the outline as an Artifact, approve it, then ask Claude to fill it. Each edit then targets one section without regenerating the whole thing.

Publishing and remixing

An Artifact can be published to a link that others can open. Published Artifacts can be viewed by anyone with the link and, where enabled, remixed: a recipient can open it in their own Claude and adapt it. This is how a template or tool built once spreads across a team or to a client. Two cautions follow directly. First, a published link is public to anyone who has it, so never publish an Artifact containing confidential or personal data. Second, publishing is a deliberate action; an Artifact inside a chat is private until you choose to share it. Business plans may restrict publishing by policy.

Claude also provides a gallery where you can browse your Artifacts, start new ones and see examples; the exact name and location vary by surface.

Artifacts versus generated files

The Claude apps can also create downloadable files in office formats (documents, spreadsheets, presentations, PDFs) when the file creation capability is enabled. The distinction is practical:

WantChoose
Something to iterate on visually, share as a link, or interact withArtifact
A file to email, attach to a ticket, or open in Word, Excel or PowerPointGenerated file
BothBuild and refine as an Artifact, then ask for the file

Generated files are produced by Claude running code in a sandbox, which is why they can contain real formulas, multiple sheets and proper formatting. Validate the contents as you would any numerical output (Domain 2).

Scenario: the onboarding checklist

An HR coordinator asks Claude for an onboarding checklist. It arrives as a document Artifact. Over four turns she adds a column for owners, reorders by week and asks for a short welcome paragraph. She then asks Claude to turn it into an interactive version where a new starter can tick items off, and publishes that to a link to include in welcome emails. Finally, she requests a spreadsheet version for the HR system import. One piece of thinking, three deliverables, no retyping.

Checklist before sharing an Artifact

  • Does it contain anything confidential, personal or internal-only? If so, do not publish; share within a shared Project or send the file through approved channels instead.
  • Have I checked numbers and facts in the Artifact to the appropriate verification tier?
  • Is this the final version, or should I note that it is a draft?
  • Does my organisation's policy allow publishing?

Exam focus

  • Artifacts hold substantial, self-contained, reusable output (documents, diagrams, charts, interactive tools, pages) in a panel with versions and sharing controls.
  • Iteration is conversational and in place; earlier versions remain accessible.
  • Publishing creates a link anyone can open and possibly remix; never publish confidential content, and respect organisational policy.
  • Interactive Artifacts that call Claude run on the viewer's own account.
  • Artifacts suit iteration and sharing; generated office files suit distribution; the two can be combined.

Check yourself

5 questions

  1. 1.A manager sees Claude open a panel next to the chat containing a formatted document. What is this feature called and what is it for?

  2. 2.An analyst has a small dataset and wants an interactive chart that a colleague can explore. What is the most effective approach?

  3. 3.After several rounds of edits to an Artifact, a product manager prefers the version from two edits ago. What can she do?

  4. 4.A team lead publishes an Artifact that itself calls Claude (for example, a tool that drafts text when a visitor presses a button). Who pays for the usage when other people use it?

  5. 5.An HR lead builds an Artifact dashboard that embeds a table of employee names and salaries, then publishes it to send the link to two managers. What is the problem?