Research integrations — overview
Turn the public web into structured answers — pull live data from ~100 sites like Amazon, Zillow, LinkedIn, and Google Maps in a click.
Last updated July 14, 2026
Research integrations let Praxivara pull real, structured data straight from the public web. Instead of you copying and pasting from listings, profiles, and search results, the assistant (and your agents) can gather prices, reviews, listings, jobs, contacts, and more — then hand it back as clean, usable results.
There are around 100 Research scrapers covering the sites people actually work with: online stores, real estate portals, job boards, social platforms, maps, and finance sites. You connect the ones you need in a click, and Praxivara uses them immediately.
What Research integrations do
Each scraper knows how to read a specific site or type of site and return organized data — not a screenshot or a wall of text. Ask for the top-rated cordless drills on a retailer, homes for sale in a ZIP code, or recent reviews for a business, and you get back structured results you can compare, filter, and act on.
- Scrape a single page — one product, one listing, one profile.
- Crawl across many pages — a category, a search result set, a location.
- Extract just the fields you care about — price, rating, address, title, contact.
Connecting a Research integration
Find the Research section and browse the available scrapers by category.
Research scrapers are add-only — no logins or keys to manage. Click connect and they're ready.
Describe the data you want in plain language. Results come back as rich cards you can scan and reuse.
Use it in the assistant or in agents
In the assistant, Research powers on-the-spot lookups and deep web research during a conversation. In Agents, you can give a custom worker Research tools so it gathers data on a schedule or when a trigger fires — for example, checking a competitor's prices every morning and dropping the results into Deliveries.
Cost and results
Research runs use credits based on the work done, so larger crawls cost more than a single page. Results are returned in the chat as structured cards, and agents can save or forward them to your connected tools.