Build AI Web Scraping Agents with Sequentum Agent Builder

The following is a summary of an independent review by Keval Kothari, Founder and CEO of ScrapeInsight.

Faster, Simpler, More Cost-Effective Web Data Collection at Any Scale

Most teams that need web data are stuck in the same loop. A business analyst identifies a data need. A developer spends days building a custom scraper. Three weeks later, the target site updates its layout and the scraper breaks. The cycle starts again.

Sequentum Agent Builder is built to end that cycle. Describe what you need in plain English and get a production-ready scraping agent in minutes. No coding. No manual configuration. No developer dependency.

How it works:

Agent Builder loads the target site, identifies its structure, plans the navigation path, extracts sample records, and validates the output — everything a developer would do manually, in minutes rather than days.

What sets it apart:

AI is used only to build the agent. Once built, it runs on precise, repeatable steps every time. No AI at runtime means consistent, trustworthy data your pipelines can depend on. When a site changes, the Visual Editor lets you see exactly what broke, fix it, and move on — with atomic-level control over every step, no code required.

Built for enterprise:

Every agent includes built-in audit logs that record a full, traceable history of data collection activity — essential for regulated industries. Human-in-the-loop oversight keeps pipelines compliant at every stage. Agents are schedulable, versionable, and SOC 2 Type II attested, with no additional infrastructure required on your side.

Two ways to build:

The dashboard requires no technical knowledge — if you can type a text message, you can build an agent. For engineering teams, the full API gives programmatic control to embed agent creation and execution directly into existing pipelines.

Works where your team already works:

Connect via MCP to trigger and manage agents directly from AI tools like Claude, Cursor, or ChatGPT. Purpose-built for production-scale data collection, Sequentum delivers more value at a lower total cost than current market alternatives.

Key advantages for enterprise data teams:

• Deterministic and repeatable execution. AI builds the agent. Once built, it runs the same reliable steps every time — no unpredictable outputs, no broken pipelines.
• Plain English setup. Any team member can describe what they need and receive a fully versioned agent, without waiting for a developer.
• Rich Visual Editor. See exactly what your agent is doing and customize every step at the atomic level. No code required. Full transparency and precision that purely AI-driven scrapers cannot offer.
• Built-in unblocking. CAPTCHA challenges, IP blocking, and bot detection are handled automatically, with human-in-the-loop oversight, no third-party workarounds needed.
• Automatic pagination. Agents navigate multi-page results and collect data across every page without stopping at page one.
• Nested data handling. Layered and hierarchical data structures — categories, sub-items, tables within tables — are extracted accurately into clean, structured outputs.
• Human-in-the-loop oversight. Users remain in control of key decisions at every stage, a critical requirement for enterprise governance and regulatory compliance.
• Audit logs and compliance tools. Every agent action is recorded, giving teams a full, traceable history — essential for regulated industries.
• MCP and API access. Connect via MCP to work directly inside Claude, Cursor, or ChatGPT, or use the API to embed data collection into existing systems and pipelines.
• More cost-effective than competitors. Purpose-built for production-scale extraction, Sequentum delivers more value at a lower total cost than current market alternatives.
• SOC 2 Type II attested. Security and compliance are built into the core of the platform, making Sequentum a trusted, auditable vendor for regulated industries.
• Schedulable and versionable agents. Set recurring runs and track every change, with no additional infrastructure required on your side.

Read Keval's full step-by-step guide for a complete walkthrough of both the dashboard and API methods.

Ready to build your first agent? Learn more about Agent Builder on Sequentum's website or start your free trial today.