Give your AI agents structured web data
We build managed API endpoints on top of any website. Your agents call our API, get clean JSON back, and never deal with HTML parsing or site changes.
Sub-second response times. We handle uptime, adaptation, and scaling.
How Website-to-API works
AI agents need structured data, but most of the world’s information lives on websites without APIs. We build lightweight API layers on top of target websites. Your agents get deterministic, accurate JSON every time, with none of the fragility of direct scraping or LLM-based parsing.
Structured JSON from any website
Clean, typed output. No HTML parsing on your side. Schema designed together with your team.
Automatic site adaptation
When source websites change their layout, we update the API. Your agents keep working.
Sub-second responses
Cached and optimized for real-time agent queries. Faster than scraping on every call.
Rate limiting and auth built in
We handle rate limits, authentication, and retries. Your agents see a clean REST endpoint.
What most teams try first
Direct scraping inside agent code
Your agents already make HTTP requests. Add a parser and you own the whole stack.
Works until the site changes layout, adds bot detection, or your agent hits rate limits at 2am. Maintenance becomes a recurring engineering tax.
LLM-based page parsing (send HTML to GPT)
No brittle selectors. The model figures out the structure.
LLMs hallucinate field values, miss records, and cost 10-50x more per query than a purpose-built endpoint. Not viable when your agents need deterministic, accurate data.
Built for these situations
Tell us which websites your agents need
We’ll design the API schema together and have a working endpoint within days.
Get a QuoteFrom website to API in days
Identify sources
Tell us which websites your AI agents need to access. We assess feasibility and data structure.
Design schemas
We design the JSON output format together. You define what your agents need, we map it to the source.
Build and deploy
We deploy a managed API endpoint for each source. Typical build time is 3 to 5 days per source.
Integrate
Your agents call our REST API like any other data source. Standard authentication, documented endpoints.
Monitor and adapt
We handle uptime monitoring, site change detection, and automatic adaptation. You get alerts, not outages.
Why teams choose Stratalis for Website-to-API
Scraping is our core discipline
We’ve built hundreds of production scrapers. Anti-bot systems, JavaScript rendering, dynamic content. All routine for us.
Deterministic, not probabilistic
LLMs hallucinate field values and miss records. Our APIs return accurate, typed data every time.
You talk to engineers
No account managers. The people designing your API are the people building it.
We own the maintenance
When sites change, we fix the API. You don’t get paged at 3am because a CSS selector broke.
FAQ
One endpoint per source website. If you need data from 5 sites, you get 5 endpoints with a consistent schema across all of them.
We detect layout changes automatically and update the extraction logic. Your API contract stays the same. Typical adaptation time is under 24 hours.