Core flow only. Keep this order for the fastest path to usable output.
Advanced and troubleshooting tools
Troubleshooting tools (optional)
Analyze blocked? Paste or upload HTML to run analyze directly.
No file selected.
Current step insights & downloads
Live updates for each workflow step appear below with recommended next actions and step-specific downloads (for example Analyze webmap files).
2) Results & export
Preview extracted products, review OpenAI’s sampled field suggestions, then confirm overrides and re-run extraction.
Review the current extracted products before validating selectors.
Use sampled product evidence to propose selectors with OpenAI.
Run validation first. Then confirm overrides and re-run Extract products.
Sample validation review
Review OpenAI’s suggested selectors before applying overrides.
Idle
Run validation to review sampled field suggestions.
The next step will appear here after OpenAI reviews the sampled product evidence.
No validation results yet.
Required fields
Run validation to inspect required field coverage.
Suggested selectors
Selectors ready to apply will appear here.
Suggested extra fields
No suggested extra fields yet.
Warnings & notes
Notes from validation will appear here.
Next step: Validate sampled fields (OpenAI)
Run validation to generate suggested selectors from sampled product evidence.
Run a step to see what it does and how it went.
Processing
Adjust snapshots and run extraction before moving to quality review.
Snapshot overrides
Talk to Flowscrape AI
Ask questions like a real buyer. The assistant should explain value, answer concerns, and show why Flowscrape is worth buying.
AI chat
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Quality workspace
All quality actions and review panels are grouped here: AI quality, Layer 1, and Layer 2.
Quality workspace
Recommended quality run order
Run in order: AI quality check → Quality check (layer 1) → Second-layer quality (layer 2). AI stage updates now include whether jobs were reused or newly queued.
AI quality check stages
1) Validate selected URL(s)
2) Reuse existing result or queue a new run
3) Queue job(s) or reuse previous result, then wait for artifact
4) Review suggestions and decide
5) Apply decision to workspace state (merge+re-extract or deny)
Idle. Choose URL(s) and click AI quality check.
Product sampling files
When unchecked, download uses the latest sampled page.
No sampling files generated yet.
AI found suggestions. Review them below. Merge is a two-step action: click Merge, then Confirm.
Safety check: this app requires a second confirmation click before any merge is applied.
Manual override creation (snapshot)
Save your own category HTML as a manual snapshot so Product Extract can use it immediately.
No file selected.
Waiting for input.
URL must match the page you extract from (same normalized page id).
Host must match the selected host in this dashboard.
Product-card structure should stay consistent (same item wrappers and field nodes used by your selector config).
After saving, run Extract products with manual snapshot mode (snapshotVariant=manual) when troubleshooting.
Quality check
Holistic family decision: mark each family as Product or Not product. The decision applies to the whole family, not single items.
Quality check launched. Review it in the Quality workspace below, or use Open in new tab.
Second-layer quality check
Second-layer quality check launched. Review product cards as Looks good or Needs fix, then save any field corrections.
Results & exports
Review final/raw output, then download deliverables.
Preview
Select one or more analyzed URLs to preview only those products.
Downloads
Export the latest products for the current host. Choose the same mode as preview (final or raw).
Host: --
Shows the saved pages already available for this host so you can keep All pages or narrow downloads without re-entering URLs.
Quality readiness and override controls are shown once in the Quality workspace above.
JSON
Full product payload for archives or debugging.
CSV
Spreadsheet-friendly export of top-level product fields.
LLM-ready JSON
Lean product records (name, price, url, images) ready for prompts.
Snapshot HTML
Best for page debugging. Uses selected page and prefers raw/best based on mode.
Insight document
Open the Insight report in a standalone tab for the primary workflow. Download keeps the /app/insight-document HTML for sharing or archive use.
Artifacts index
Manifest of all host artifacts with ready-to-use download URLs.
Extract provenance
Run-level fallback completion manifest for support/debug diagnostics.
Waiting for host selection.
Run activity
Output
No runs yet.
No data yet.
Log
Guardrails active.
Waiting for activity...
Source HTML preview
Existing workflow data found
Choose how you want to continue.
Continue from saved artifacts
Review the detected artifacts and run the recommended plan.
