sundae

A live design review with your AI

Design reviews shouldn’t disappear into chat.

Sundae puts the public page and ChatGPT beside the evidence board you control. Preview a change there. Then check it again before calling it fixed.

Review a public page

See the full review on our sample product. Try the live demo

Checking this browser…

Included audit specimenThis sample includes known flaws so you can inspect the full review, preview, and verification flow.

Your agent works where the product is.

The live page, evidence, decisions, and verification stay together. You can see what ChatGPT saw and choose what happens next.

Screenshot chat

A screenshot splits the product from its evidence and decision trail. Reviewing the result means jumping between windows.

Sundae

Sundae pins each finding to the live page. You see the measurement, choose the decision, and require a fresh capture before a fix is verified.

  1. MeasureMeasurements stay separate from design judgment.
  2. OrientChatGPT names the visible product job before criticizing the interface.
  3. DecideYou choose whether to accept, defer, or dismiss a finding and whether to preview a change.
  4. VerifyA fresh recapture must reproduce the original scope before Sundae marks a measured issue fixed.

Run the WebMCP review in two minutes.

Open the demo and ask ChatGPT to read the board. Choose one finding, preview it, and check it against a new measurement. The sample needs no account or capture key.

Open the live demo

Opens ChatGPT Work and requests GPT-5.6 Sol. If model or Power controls appear, choose GPT-5.6 Sol and Medium. Site Tools appear when you open the Sundae workspace.

  1. Open the demo.
  2. Ask ChatGPT to review it with Site Tools.
  3. Choose one finding.
  4. Preview and verify the improvement.
Browser and model support

Site Tools have been verified on GPT-5.6 Sol and GPT-5.6 Terra in two places: the ChatGPT desktop app’s built-in browser, and ChatGPT Work Cloud at chatgpt.com. GPT-5.6 Luna has WebMCP disabled and will not discover Site Tools. Site Tools are also unavailable in Enterprise and Edu workspaces. A webpage cannot force-open ChatGPT. Prepare the exact workspace here, then open it in ChatGPT Desktop’s built-in browser or ChatGPT Work Cloud. If Site Tools are unavailable, Sundae says so and keeps the human controls usable.

  1. Prepare the included demo or an approved public workspace.
  2. Open ChatGPT Desktop’s built-in browser or ChatGPT Work Cloud and paste the exact URL.
  3. Wait for Site Tools to appear before asking ChatGPT to review.
View the Site Tools

The included /demo registers eleven Sundae workbench tools. A public workspace adds four bounded capture commands, for 15 tools total.

Included /demo
11 Site Tools
Run the full demo without capture keys.
Approved public page
15 Site Tools
Four bounded capture commands; no login, cookies, or recursive crawl.
The 11 Site Tools on the included /demo
ToolPurpose
audit_current_scopeMeasure the live included target; returns the first board page
inspect_agent_surfaceInspect the controlled target’s WebMCP contracts
get_board_contextRead bounded evidence, decisions, gaps, and next work
record_audit_briefOrient the product before judging the interface
record_review_resultPreserve a strength or an inspected no-issue result
record_visual_findingAdd a supported UI, UX, or Interaction judgment
record_coverage_gapRecord an important surface that was not observed
focus_findingSelect evidence on the visible board
set_finding_decisionRecord the person’s reversible decision and reason
preview_fixRender a reversible local preview
verify_recaptureRe-measure the same scope before calling a fact fixed
Capture boundaries

A host may deny an individual tool call; the rest of the audit still completes. Start with the included demo. Use public capture only when the configured browser provider can render the approved page. Sundae does not log in, use target-site cookies, submit forms, or crawl beyond the approved scope.