Hystruct

Extract structured data from any website through simple conversation

Your team needs product listings, job postings, or financial data from the web. Instead of writing scrapers, your AI agent uses Hystruct's schema-driven extraction to pull structured data from any page. Just describe what you need, and clean, organized data arrives in seconds.

Chosen by 800+ global brands across industries

Schema-driven web extraction

Your AI agent connects to Hystruct's AI-powered extraction engine, transforming unstructured web pages into clean, schema-defined data sets through natural conversation.

List Active Webhooks

A developer asks which webhooks are configured for data delivery. The agent calls Hystruct's List All Webhooks endpoint, retrieves every configured webhook with its URL and status, and presents the complete list for review or troubleshooting.

Extract Product Listings

A product analyst needs competitor pricing from an e-commerce site. Through Hystruct's schema-based extraction, the agent pulls product names, prices, ratings, and availability from the target page and delivers structured results ready for analysis.

Scrape Job Postings

An HR team wants to monitor competitor hiring. The agent uses Hystruct to extract job titles, locations, departments, and posting dates from career pages, returning structured data that reveals workforce expansion patterns.

Collect Financial Data

A research analyst needs quarterly figures from a public company page. Hystruct's predefined financial schemas let the agent extract revenue, earnings, and key metrics into a clean format without custom parser development.

Monitor Webhook Status

When extraction results are not arriving, the agent queries all webhooks and checks their configuration. It identifies misconfigured endpoints, reports missing URLs, and helps the team debug data pipeline issues through conversation.

Audit Data Pipelines

Before scaling extraction operations, the team needs a full picture of their webhook infrastructure. The agent retrieves all webhooks, groups them by destination, and provides a summary that highlights any redundancies or gaps in the data delivery chain.

Hystruct

Use Cases

Web data without the engineering

From competitive intelligence to market research, see how AI agents powered by Hystruct deliver structured web data through conversation instead of code.

Competitive Price Monitoring Without Custom Scrapers

A category manager asks 'What are the top 10 products on CompetitorX and their prices?' Your AI Agent uses Hystruct's e-commerce schema to extract product names, prices, and availability from the competitor's catalog page and returns a structured table. The category manager gets actionable pricing intelligence without involving the engineering team or writing a line of code.

Talent Market Research via Job Board Extraction

A recruiting lead wants to understand what roles competitors are hiring for. They share a career page URL. Your AI Agent applies Hystruct's job listing schema, extracts titles, locations, departments, and experience levels, and presents the data in an organized breakdown. The recruiter spots hiring trends and adjusts their own strategy accordingly.

Webhook Infrastructure Audits for Data Ops Teams

A data engineer asks the agent to review all active Hystruct webhooks. The agent retrieves the complete webhook list, groups them by endpoint destination, and flags any that appear misconfigured or duplicated. The engineer resolves pipeline issues in minutes instead of manually checking each webhook in the dashboard.

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Hystruct

FAQs

Frequently Asked Questions

How does Hystruct extract structured data from web pages?

Hystruct uses AI-driven parsing with predefined schemas for common data types like e-commerce products, job listings, real estate, and financial data. You select a website and data type, and Hystruct's engine identifies and extracts the relevant fields into a structured format. No CSS selectors or XPath expressions needed.

What data schemas does Hystruct support out of the box?

Hystruct provides predefined schemas for e-commerce product listings, job postings, real estate listings, financial data, and more. Custom schemas are available on enterprise plans, letting you define exactly which fields to extract from any web page structure.

What credentials does Tars need to connect Hystruct?

Tars requires your Hystruct API key, found in your Hystruct dashboard under settings. This key authenticates all API requests including webhook management and data extraction operations. No additional tokens or OAuth flows are involved.

Does Tars store the extracted web data?

No. Tars queries Hystruct in real time during conversations. Extracted data is used only to formulate the response. For persistent storage, configure Hystruct webhooks to deliver extracted data to your own database or data warehouse. Tars does not maintain separate copies.

Can Hystruct extract data from JavaScript-heavy single-page applications?

Yes. Hystruct renders pages using a full browser engine before extraction, so content loaded via JavaScript, AJAX calls, or dynamic rendering is captured. This means SPAs and modern web frameworks are handled the same as traditional HTML pages.

How is Hystruct different from building custom scrapers with BeautifulSoup or Scrapy?

Custom scrapers require writing and maintaining code, handling site structure changes, and managing infrastructure. Hystruct's AI-driven approach adapts to page layouts automatically using schemas, requires no code, and works through a simple API call. Through Tars, it becomes a conversational tool anyone on your team can use.

What happens if the target website changes its page structure?

Hystruct's AI extraction adapts to layout changes more gracefully than rule-based scrapers. Since it understands data types semantically rather than relying on fixed CSS selectors, it can often handle structural changes without manual intervention. For significant redesigns, schemas may need updating.

Can I use webhooks to automatically deliver extracted data to my systems?

Yes. Hystruct supports webhook configuration to push extracted data to your preferred endpoints as soon as extraction completes. The agent can list and review all configured webhooks, helping you audit your data delivery pipeline without accessing the Hystruct dashboard directly.

How to add Tools to your AI Agent

Supercharge your AI Agent with Tool Integrations

Don't limit your AI Agent to basic conversations. Watch how to configure and add powerful tools making your agent smarter and more functional.

Real results, real customers, real stories

“We're saving an average of 4,000+ calls a month.”
Implementing an Agent revolutionized our customer service channels and our service to Indiana business owners. We're saving an average of 4,000+ calls a month and can now provide 24x7x365 customer service️ along with our business services.
Lindsey Roark Mayes
Ex-Director of SOS IT (State of Indiana)
“Cutting down on staff needing to email back.”
Since our launch of Tars Agents, we've had more than 5k interactions with them from individuals on the website. We saw prospects interacting with the Agent regarding application timelines, tuition, curriculum, and other items that may come through an email. This provides another avenue of access to our team while cutting down on staff needing to email back.
Levi Eastwood
Marketing Director of UCI Merage School
“Powerful tool - and there's so much more still to explore!”
I love the flexibility of the TARS chatbot design tool. The ability to drop in a new gambit and easily de-link and re-link gambits before and after it saves HOURS of time lost if I had to regenerate from scratch. TARS stands out for its flexibility, consistent performance, and outstanding support.
Aaron Rittmaster
Founder
“I like the product.”
Takes those boring forms and allows you to make the collecting of customer information enjoyable for the user. It has a lot of value and I see the company constantly working on improving it.
Pierre Rattini
Director of Marketing
“Very responsive and supportive Team”
I love how supportive and responsive the team members are. The chatbots are not difficult to build once you have an idea of what you are doing, and this is so based on the backend work Tars has completed. Also, they are flexible to the clients' requests.
Keisha Cameron
Product Manager
“Easy for cooperation and open to agreement.”
One of the biggest qualities of TARS is their ability to truly understand their clients' needs. They took the time to thoroughly assess our requirements, offering valuable insights and recommendations that we hadn't even considered. This level of personalized attention made a significant difference in the success of our project.
Milica Petrovic
Customer Care Project Associate
“Great service”
The guys at Tars are so passionate about bots and maximum engagement. Tars is overall a great product with really nice people there to help me engage and automate conversations I would have otherwise missed.
Nigel Gosling
Health Coach
“Best in class for lead generation”
TARS is an essential tool within our lead gen strategy. I started to use it a couple years ago, and the platform evolved to focus on results. You can integrate your Google Analytics, Facebook Pixel, and AdWords conversion tag to track results and measure your campaign. You can also integrate with Zapier, which opens a lot of possibilities. Compared with static landing pages, we have seen an increase in conversions and more engagement.
Leonardo Wolff
Founder
“Very professional and cooperative”
Building an automated chat that our customers actually used and reduced calls amount.
Maryam Alhaddad
Customer Journey Designer
“Flexibility and good service”
Tars platform is very flexible, so you can do pretty much any flux you desire. Also integrates with any third party through APIs with a very simple and easy-to-use interface. Also tars team is great! Always at disposal and brings suggestions and solutions for any issue encountered during the process of building the chatbot.
Lucas Von Lachmann
Process Manager
“Deserved The title of the Best Chatbot of the Year”
If you are building chatbots, you cannot go wrong with TARS. I have been with this company since their beginning. Seen how they have grown. I have tested a lot of bots, but this one is still the best out there. We use WhatsApp a lot for our business. And what I like best is that I can have 1 chatbot for website and for my WhatsApp. I especially appreciate their support team as well. Whenever I am stuck, they quickly reply to my questions.
MJ Felix
Chairman
“Advanced integration, easy to use, and very customizable.”
This chatbot does everything from AI integration to complete customization and is excellent for lead conversion in most industries. I think the pre-formatted templates are an excellent boost to get started quickly. The team is also excellent.
Rachel Rowling
Chief Operating Officer
“The chatbot implementation has exceeded expectations!”
The implementation has delivered 24/7 customer support and is proving its value by reducing Contact center calls by around 5% in just four months of operation. Beyond enhancing the e-care experience, the chatbot is driving impressive business results, achieving a remarkable 20% month-on-month growth.
Victor Pereira
Customer Care and CX Manager
“We're saving an average of 4,000+ calls a month.”
Implementing an Agent revolutionized our customer service channels and our service to Indiana business owners. We're saving an average of 4,000+ calls a month and can now provide 24x7x365 customer service️ along with our business services.
Lindsey Roark Mayes
Ex-Director of SOS IT (State of Indiana)
“Cutting down on staff needing to email back.”
Since our launch of Tars Agents, we've had more than 5k interactions with them from individuals on the website. We saw prospects interacting with the Agent regarding application timelines, tuition, curriculum, and other items that may come through an email. This provides another avenue of access to our team while cutting down on staff needing to email back.
Levi Eastwood
Marketing Director of UCI Merage School
“Powerful tool - and there's so much more still to explore!”
I love the flexibility of the TARS chatbot design tool. The ability to drop in a new gambit and easily de-link and re-link gambits before and after it saves HOURS of time lost if I had to regenerate from scratch. TARS stands out for its flexibility, consistent performance, and outstanding support.
Aaron Rittmaster
Founder
“I like the product.”
Takes those boring forms and allows you to make the collecting of customer information enjoyable for the user. It has a lot of value and I see the company constantly working on improving it.
Pierre Rattini
Director of Marketing
“Very responsive and supportive Team”
I love how supportive and responsive the team members are. The chatbots are not difficult to build once you have an idea of what you are doing, and this is so based on the backend work Tars has completed. Also, they are flexible to the clients' requests.
Keisha Cameron
Product Manager
“Easy for cooperation and open to agreement.”
One of the biggest qualities of TARS is their ability to truly understand their clients' needs. They took the time to thoroughly assess our requirements, offering valuable insights and recommendations that we hadn't even considered. This level of personalized attention made a significant difference in the success of our project.
Milica Petrovic
Customer Care Project Associate
“Great service”
The guys at Tars are so passionate about bots and maximum engagement. Tars is overall a great product with really nice people there to help me engage and automate conversations I would have otherwise missed.
Nigel Gosling
Health Coach
“Best in class for lead generation”
TARS is an essential tool within our lead gen strategy. I started to use it a couple years ago, and the platform evolved to focus on results. You can integrate your Google Analytics, Facebook Pixel, and AdWords conversion tag to track results and measure your campaign. You can also integrate with Zapier, which opens a lot of possibilities. Compared with static landing pages, we have seen an increase in conversions and more engagement.
Leonardo Wolff
Founder
“Very professional and cooperative”
Building an automated chat that our customers actually used and reduced calls amount.
Maryam Alhaddad
Customer Journey Designer
“Flexibility and good service”
Tars platform is very flexible, so you can do pretty much any flux you desire. Also integrates with any third party through APIs with a very simple and easy-to-use interface. Also tars team is great! Always at disposal and brings suggestions and solutions for any issue encountered during the process of building the chatbot.
Lucas Von Lachmann
Process Manager
“Deserved The title of the Best Chatbot of the Year”
If you are building chatbots, you cannot go wrong with TARS. I have been with this company since their beginning. Seen how they have grown. I have tested a lot of bots, but this one is still the best out there. We use WhatsApp a lot for our business. And what I like best is that I can have 1 chatbot for website and for my WhatsApp. I especially appreciate their support team as well. Whenever I am stuck, they quickly reply to my questions.
MJ Felix
Chairman
“Advanced integration, easy to use, and very customizable.”
This chatbot does everything from AI integration to complete customization and is excellent for lead conversion in most industries. I think the pre-formatted templates are an excellent boost to get started quickly. The team is also excellent.
Rachel Rowling
Chief Operating Officer
“The chatbot implementation has exceeded expectations!”
The implementation has delivered 24/7 customer support and is proving its value by reducing Contact center calls by around 5% in just four months of operation. Beyond enhancing the e-care experience, the chatbot is driving impressive business results, achieving a remarkable 20% month-on-month growth.
Victor Pereira
Customer Care and CX Manager

Privacy & Security

We’ll never let you lose sleep over privacy and security concerns

At Tars, we take privacy and security very seriously. We are compliant with GDPR, ISO, SOC 2, and HIPAA.

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ISO
SOC 2
HIPAA

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