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Aggregate and structure web data with AI and Zenscrape

Swiftask integrates with Zenscrape to turn complex websites into structured data sources. Automate your intelligence gathering and feed your business workflows.

Result:

Stop wasting time on manual data collection. Get actionable insights in real-time.

Web data collection is a major technical hurdle

Extracting relevant information from the web is time-consuming. Between changing page structures, anti-bot protections, and raw data cleaning, your technical teams spend more time maintaining scripts than analyzing results.

Main negative impacts:

  • Constant technical maintenance: Each website update can break your data extractors, requiring repeated human intervention.
  • Unstructured raw data: Retrieving raw HTML is not enough. Transforming it into usable data requires significant processing time.
  • Hidden operational costs: Developing and hosting custom scraping infrastructure is expensive and lacks scalability.

Swiftask combines Zenscrape's power for extraction with our AI agents' intelligence for cleaning and structuring. You get ready-to-use data without managing the infrastructure.

BEFORE / AFTER

What changes with Swiftask

Traditional methods

Developing custom scraping scripts. Daily monitoring of target sites. Manual cleaning of generated CSV files. Slow integration into your business tools.

The Swiftask + Zenscrape approach

No-code scraping configuration. The AI agent retrieves, cleans, and formats the data automatically. Information is sent directly to your databases or BI tools.

Automate your data collection in 4 phases

STEP 1 : Source definition

Identify the websites to monitor directly within the Swiftask interface.

STEP 2 : Zenscrape configuration

Connect your Zenscrape API key to handle requests and bypass technical blocks.

STEP 3 : AI agent processing

Configure the agent to extract specific entities and structure the data according to your needs.

STEP 4 : Data distribution

Automate the transfer of data to your CRMs, databases, or dashboards.

Intelligent processing capabilities

The agent analyzes content relevance, filters out advertising noise, and normalizes date, price, and text formats.

  • Target connector: The agent performs the right actions in zenscrape based on event context.
  • Automated actions: Real-time data extraction. HTML to structured JSON conversion. Semantic content filtering. Scheduling of recurring aggregation tasks.
  • Native governance: Traceability is ensured: every aggregated data point is linked to its source and timestamp.

Each action is contextualized and executed automatically at the right time.

Each Swiftask agent uses a dedicated identity (e.g. agent-zenscrape@swiftask.ai ). You keep full visibility on every action and every sent message.

Key takeaway: The agent automates repetitive decisions and leaves high-value actions to your teams.

Why choose this duo for your aggregation

1. Scalability without effort

Add dozens of sources without increasing your technical maintenance burden.

2. Superior data quality

AI removes unnecessary elements to keep only the core information.

3. Business independence

Your marketing or sales teams manage their own data flows without involving IT.

4. Increased reactivity

Get real-time alerts as soon as key information is detected on your target sites.

5. Simplified compliance

Execution logs provide total transparency regarding the origin of your data.

Robust security framework

Swiftask applies enterprise-grade security standards for your zenscrape automations.

  • Secure API key management: Your Zenscrape credentials are encrypted and isolated within your environment.
  • Respect for web standards: Zenscrape manages proxies and headers for ethical and efficient scraping.
  • Outbound flow control: You determine exactly where aggregated data is stored.
  • Permanent audit: Complete execution history for full compliance.

To learn more about compliance, visit the Swiftask governance page for detailed security architecture information.

RESULTS

Impact on your performance

MetricBeforeAfter
Collection timeSeveral days/weeksA few minutes
Error rateHigh (DOM changes)Low (self-healing)
Maintenance costDedicated IT budgetOptimized unit cost
Insight speedDelayedReal-time

Take action with zenscrape

Stop wasting time on manual data collection. Get actionable insights in real-time.

Analyze web sentiment in real-time with Swiftask and Zenscrape

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