Web data gathering and structuring
By The ClickSet Team, Product & Research, ClickSet
ClickSet gathers and structures public web data from any source into Airtable-like tables with full API access, scheduling, change detection, and multi-source fusion. You can apply AI operations across the data or generate images, videos, and audio from it on demand.
Most web data projects start the same way: a spreadsheet, a scraper script, and a plan that does not survive contact with real websites. ClickSet replaces that pattern with a managed table that gathers, structures, and refreshes public web data for you. It is the general-purpose foundation that the more specific use cases are built on.
Why DIY scraping does not last
Custom scrapers are quick to start and slow to maintain. Sites change, layouts shift, and blocks appear, so the script that worked last month quietly returns garbage this month.
Once you have the raw data, the real work begins: structuring it, deduplicating it, keeping it current, and exposing it to the rest of your stack. Each of those is a project in its own right when you build it yourself.
How ClickSet does it
- 1
Describe the data
Tell ClickSet what you want in plain language, and it lays out a table with the columns you need from public web sources.
- 2
Gather and structure
ClickSet collects the data and structures it into clean rows, handling the messy parts of web gathering for you.
- 3
Keep it current
Add scheduling, change detection, and multi-source fusion so the table stays accurate and complete over time.
- 4
Use it anywhere
Read the data through the API, or apply AI operations and generate images, videos, and audio directly from the table.
What powers it
AI-powered gathering
Describe the columns you want and ClickSet structures public web data to match.
Scheduling and change detection
Keep tables current automatically and log every change with history.
Multi-source fusion
Combine many sources into one clean, deduplicated table.
Full API access
Read every dataset through one endpoint with per-key spend caps, and generate media on demand.
What you get
- A managed table instead of brittle scraper scripts.
- Structured, deduplicated data ready to use.
- Scheduling and change detection that keep it current.
- Full API access plus AI and media generation.
The foundation for everything else
Web data gathering is the general-purpose layer the more specific use cases are built on. Teams often start with one table for a single need, then reuse the same approach for monitoring, enrichment, or dataset building as new requirements appear. The skills and the API stay the same, so each new project is faster than the last.
Because scheduling, change detection, and fusion are built in, a table does not decay after the first pull. It stays current, logs how it changed, and exposes everything through one endpoint with per-key spend caps. That is the infrastructure most teams would otherwise spend months building and maintaining themselves.
Who uses this
Web data gathering is the foundation that almost every team builds on. Data science teams use it for analysis, operations teams for reporting, and IT and support teams for keeping internal datasets current.
Frequently asked questions
Do I need to write scrapers? +
No. You describe the data you want in plain language and ClickSet gathers and structures it from public web sources, so there are no scraper scripts to build or maintain.
Can I access the data programmatically? +
Yes. Every dataset is exposed through one API with per-key spend caps, and you can also export to CSV or JSON for downstream use.
How does ClickSet keep the data fresh? +
With scheduling, change detection, and multi-source fusion, tables refresh on a cadence and log changes over time rather than going stale after the first pull.
What does it cost? +
ClickSet starts on a free plan and uses a usage-based model with a prepaid balance and per-key spend caps. See the pricing page for current details.
Further reading
See how ClickSet handles your data workload
Describe the dataset you need, enrich it with hundreds of LLMs, and query the result through one API. Start on the free plan.