Admin access
Required only for saving context or snapshots.
Preview actions are read/preview only. Save actions require the existing CM admin key.
CM PRO
Market Lab
Normalize external market research into stable Market Engine snapshots.
Context preview
Current saved Market Lab settings.
Show context JSON
Context not loaded yet.
Market context
Default context used when creating market snapshots.
External market intake
Three ways to bring in market evidence — pick a tab, preview, then save as a snapshot.
Preview-only first
Workflow:
1. Prepare AI research prompt
2. Copy to Gemini / ChatGPT
3. Paste AI JSON response back here
4. Preview intake
5. Save snapshot
Official statistics (trends for later Analytics use)
Official datasets (arrivals, overnights, capacity, demand trends) go through the same preview-first pipeline as any other source. Useful for Analytics later, not just pricing.
Paste the cm_market_evidence_package_v1 JSON exported by the standalone Market Evidence Kit
(Trivago/Booking/Airbnb capture) into the textarea below, then Preview intake and Save snapshot.
Textarea status: empty
Preview summary will appear here after normalization.
Normalized snippets
No preview yet.
Snapshot preview
No preview yet.
Saved snapshots
Read-only history from Market Engine snapshot storage.
Snapshot list not loaded yet.
Market Lab
How to use Market Lab
AI-assisted research workflow
- Set the market anchor and research period.
- Set the research provider/source name, for example Gemini, ChatGPT, Leo or Perplexity.
- Click Prepare AI research prompt.
- Click Copy textarea and paste the prompt into your AI tool.
- Click Clear textarea before pasting the AI response back.
- Paste only the returned JSON into the textarea.
- Click Preview intake.
- If the normalized snippets and summary look useful, click Save snapshot.
Safety rules
- Market Lab treats AI output as a market signal, not as truth.
- Preview first. Saving a snapshot does not change prices, reservations, occupancy or payments.
- Use shorter periods when possible. Monthly or seasonal snapshots are usually better than one long yearly block.
- Use null for uncertain metrics. Do not force exact numbers when the source is unclear.
Market Evidence Kit package
The standalone Market Evidence Kit (branch feature/price-kit-trivago-market-lab) captures Trivago/Booking/Airbnb
listings and exports one cm_market_evidence_package_v1 JSON package per run, already including a
computed market signal and your own detected price position.
Open the 3. Price Evidence Kit tab above, paste the exported JSON as-is, then Preview intake and Save snapshot exactly like any other source. Each imported package becomes one snapshot in the list below, ready for future multi-package comparison.
Official statistics / bulk data
Official datasets such as UN Tourism, SURS or regional tourism reports should be imported as demand evidence, not as direct price data. They are useful for arrivals, overnights, capacity and macro demand trends.
Future official-statistics adapters must use the same safe pipeline: source file → normalized snippets → preview → admin-confirmed snapshot.
What comes later
Direct AI/API connectors should remain separate PRO adapters. They must feed the same Market Intake pipeline and preserve the preview-first workflow.