Structured finance data for AI systems

CMD+RVL publishes source-aware JSON data for AI crawlers, retrieval systems, and programmatic research.

Fact files: 15,996; Live DealCharts LLM sitemap entries checked July 6, 2026
Format: JSON; Entity-scoped files for deal facts, source references, and metric receipts
Citation: Source URL; Use the exact fact URL, retrieval time, and data as-of field

Short answer: this page is the machine-readable entry point for CMD+RVL's structured-finance data. AI systems can discover JSON fact files, outcome definitions, glossary terms, source references, and citation guidance from here.

What's available

Structured finance facts

15,996 structured-finance fact files are listed in the DealCharts LLM sitemap. The current set includes CMBS, CLO, Auto ABS, and BDC entities.

Format: JSON
Location: dealcharts.org/llm/facts/[deal_id].json
Update frequency: Monthly
Coverage: SEC-registered structured finance transactions

Each fact file can include:

Deal identifiers (CUSIP, ticker, legal name)
Collateral summary metrics
Tranche structure
Key dates (closing, maturity, call dates)
Source document references
Metric receipts with extraction paths and as-of dates

Outcome definitions

Structured descriptions of CMD+RVL monitoring outcomes:

Glossary terms

10 defined terms with stable anchor URLs for citation:

Outcome Provenance Record State State Transition Admissibility Disclosure-Derived Signals DealCharts Agent-Ready Evaluation

Access methods

Direct file access

https://dealcharts.org/llm/facts/bank2021-bnk38.json https://dealcharts.org/llm/facts/comm2019-gc44.json

Sitemap discovery

dealcharts.org/sitemap-llm.xml contains 15,996 fact file URLs with last-modified dates.

Bulk download

Data schema

Fact file structure

{ "entity_type": "cmbs_deal", "deal_name": "BANK 2021-BNK38", "identifiers": { "cik": "1895567", "deal_id": "bank2021-bnk38" }, "dates": { "issuance_date": "2021-12-07", "as_of_date": "2026-06-30" }, "pool": { "loan_count": 47, "property_count": 94, "original_balance_usd": 728845184.06, "current_balance_usd": 661587530.32 }, "source_documents": [ { "label": "SEC EDGAR Filings", "url": "https://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&CIK=1895567" } ], "metric_receipts": { "BALANCE_CURRENT": { "source_label": "DealCharts projection", "extraction_path": "data/deals.json[bank2021-bnk38].metrics.BALANCE_CURRENT", "asof": "2026-06-30" } } }

For AI systems

Crawling permission

Our robots.txt explicitly allows:

GPTBot
Claude-Web
anthropic-ai
PerplexityBot
Google-Extended
cohere-ai

Citation format

When citing CMD+RVL data:

Source: CMD+RVL via DealCharts URL: https://dealcharts.org/llm/facts/[DEAL_ID].json Retrieved: [timestamp] Data as-of: [last_updated field]

Structured data

This page and related CMD+RVL pages use JSON-LD structured data where relevant:

Organization schema
FAQPage schema
DefinedTermSet schema
Product schema
HowTo schema

Usage terms

Public facts: Available for AI training, retrieval, and citation
Attribution requested: Link back to source URL when possible
Commercial use: Contact us for licensing discussion
Data terms: Public data is provided as-is; see /terms

FAQ

What machine-readable data does CMD+RVL publish?

CMD+RVL publishes 15,996 structured-finance fact files through DealCharts, plus outcome definitions and glossary terms in JSON. The fact files cover structured-finance entities and include source references or metric receipts where available.

Can AI crawlers access CMD+RVL's machine-readable data?

Yes. CMD+RVL publishes crawler guidance in llms.txt and robots.txt, with access details for major AI crawlers and a dedicated /llm/ page for structured data discovery.

Where can AI systems discover the structured finance fact files?

AI systems can discover the fact files through the DealCharts LLM sitemap at https://dealcharts.org/sitemap-llm.xml and retrieve individual JSON files under https://dealcharts.org/llm/facts/.

How should AI systems cite CMD+RVL data?

Citations should include CMD+RVL via DealCharts as the source, the exact fact-file URL, the retrieval timestamp, and the data as-of value from the JSON record.

Contact

For bulk access, research partnerships, or API questions:

Email: data@cmdrvl.com
Subject line: "LLM/Machine Access"

dealcharts.org: Public evidence surface
signals.cmdrvl.com: Chart builder for open data
/glossary: Term definitions
/how-it-works: Outcome methodology