Learn about Archade's structured AEC datasets—what's included, how to explore samples, and who they're for.
Archade licenses structured data derived from its knowledge graph. The provision of such data is intended to facilitate discoverability and attribution within the built environment; it does not constitute a sale of data. Contributors retain control over inclusion; see Dataset Opt-Out.
This page explains what datasets we make available, how to explore them, and what you need to know as a contributor (someone who adds data) or researcher (someone who uses the data). Archade undertakes stewardship of industry data—the provision of structured datasets supports discoverability and attribution.
We expose fifteen datasets, aligned with Schema.org where applicable:
| Dataset | What it contains | Who it's for |
|---|---|---|
| Projects | Architectural and construction projects with typology, location, credits, images | Researchers, AI labs, search engines |
| Companies | AEC firms, studios, brands with HQ, specializations, project counts | Market intelligence, lead enrichment |
| People | Professionals with verified project experience, skills, location | Talent mapping, research |
| Software | BIM, CAD, design tools with usage stats, platforms, ratings | Adoption analysis, tool research |
| Institutions | Architecture schools, engineering programs, alumni stats | Education research, alumni mapping |
| Products | Building product catalogs with specs, articles, project usage | Specification research, product intelligence |
| Jobs | AEC job postings with location, salary, requirements | Recruitment research, market analysis |
| Dataset | What it contains | Auth |
|---|---|---|
| Media Intelligence | Images with entity linkage and AI annotations (dense captions, objects, materials, style) | Sample free; API key for more |
| Embeddings | Pre-computed 1536-d vectors for projects (versioned by model) | Commercial or Enterprise API key required |
| Dataset | What it contains | Who it's for |
|---|---|---|
| Relationships | Graph edges: project→contributor, project→product, project→software | Attribution research, usage analysis |
| Dataset | What it contains | Who it's for |
|---|---|---|
| Experience | Employment records with company, role, dates, skills | Career trajectory, talent research |
| Education | Academic credentials, degrees, institutions | Education research, alumni mapping |
| Dataset | What it contains | Who it's for |
|---|---|---|
| Company Reviews | Employer reviews with culture, compensation, work-life balance | Employer intelligence |
| Entity Reviews | Reviews for products, software, institutions | Product/software ratings research |
| Dataset | What it contains | Who it's for |
|---|---|---|
| Posts | Public feed content with media, hashtags, engagement | Content analysis, social signals |
Each dataset includes rich data only—no stubs or placeholders. We filter for records that have the fields needed for meaningful use.
You can explore sample data without signing up:
/datasets — See all datasets, entity counts, and links to each./datasets/projects — Description, variables, sample preview, and a link to the API./api/datasets/projects.jsonld?limit=10). Click to download JSON-LD or copy the URL.Formats:
@contextIf you're an Archade contributor (profile, company, projects, products):
Contributor interests are paramount. Dataset consumers must respect copyright and intellectual property. Use under our Terms and Dataset License only. Violation will be enforced.
Free samples (no account, no API key):
Extended access (API key required):
Embeddings only (Commercial or Enterprise API key required):
Rate limiting and security:
Enterprise (custom scope, SLAs, support):
We never expose:
See Dataset License and How We Use Public Data for the full picture.
If you're evaluating this data for research or product use, see For Researchers — why this data exists and how it's different.