bds.chat turns listing data, NQ 87/2025 state land-price references, risk signals, planning data, gaps, and provenance into trust reports your platform can display or consume through API.
Reputable agents want to differentiate high-quality listings from incomplete ones. But without a standardized trust signal, good data and bad data look identical. Agents need a score they can show clients.
Displaying a single number is easy. Showing a grade breakdown with risk subscores, data gaps, government price context, and provenance requires structured data your team should not have to build from scratch.
Every listing page looks the same: photo gallery, price, contact button. There is no signal about what data is present, what is missing, or how the asking price compares to state land-price references.
A single letter grade that summarizes data quality, risk level, and verification status. Easy for buyers to understand at a glance.
Nine individual risk dimensions, each scored independently. Buyers see exactly which aspects of a listing are strong and which raise concerns.
Market price compared against state land prices (bảng giá đất nhà nước). Shows whether the asking price is within normal range or flagged as anomalous.
Where the data came from, when it was last updated, and what is missing. Full transparency about the completeness of every listing.
Each listing gets a data-trust grade based on data coverage, risk signals, state land-price context, and provenance. Open any grade to see which evidence supports it and which fields need confirmation.
Live HCMC listing data. Switch tabs to review trust grade, state land-price context, risk flags, planning signals, and cited sources.
Good data quality, moderate risk
The same listing data, before and after bds.chat processing. Every field gains a source attribution, freshness indicator, risk flag, and completeness measure.
Add trust badges to your listing pages with a single script tag. No API key needed — the widget fetches public trust data automatically.
<!-- Badge (compact) -->
<script src="https://bds.chat/trust-badge.js" async></script>
<div data-bds-listing="LISTING_ID"></div>
<!-- Summary card -->
<div data-bds-listing="LISTING_ID"
data-bds-level="summary"></div>
<!-- Full report -->
<div data-bds-listing="LISTING_ID"
data-bds-level="full"></div>Trust reports generated from real, normalized HCMC listing records with structured fields.
State land-price data from NQ-87/2025. Every price comparison is citable with legal reference.
5 disqualifying conditions cap trust scores. No price, no location, no legal status — grade is capped regardless of other signals.
Static listing page with price, photos, and description. No quality signals.
Trust grade, risk breakdown, gov context, and data gaps displayed inline on every listing.
Buyers ask "why is this risky?" and get subscore explanations through ChatGPT or Claude.
Every listing on your platform carries trust intelligence. Buyers self-serve research.
Use bds.chat trust reports as an API feature your agents can show to buyers, with known data, missing fields, risk flags, and verification reminders.