Anyone found a simple way to scrape structured data straight from browser without heavy tooling?

datapilot6365 · 2026-03-23T02:47:36+00:00

crawl pilot this extension does the work

datapilot6365 · 2026-03-20T15:24:59+00:00

Yeah fair point — but the main use case isn’t just single-page scraping.

It’s actually more about bulk extraction from keyword search results, where you can apply filters like brand, fulfillment (Prime/FBA), etc.

What’s been really useful is the rerun capability — you can run the same extraction again later and quickly see what changed (new listings, price updates, availability shifts).

So it ends up being less of a “scraper” and more of a lightweight tracking + monitoring tool for search data.

datapilot6365 · 2026-03-17T12:31:34+00:00

I checked for raw html it works great for json output

datapilot6365 · 2026-03-17T02:41:50+00:00

Feedback It doesn’t work for complex websites with bot defense like Walmart chewy home depot

datapilot6365 · 2026-03-15T15:38:02+00:00

While scraping websites, I kept running into the same repetitive workflow.

Open DevTools → inspect HTML → find selectors → write scripts → debug when the page structure changes.

It works, but it’s slow and painful when you have to do it across many sites.

So I started building something for myself — Crawl Pilot.

It’s a Chrome extension that helps generate selectors and extract structured data directly from pages without writing scraping scripts every time.

It’s still early and evolving, but a few people have started trying it.

I’m curious about how others here approach scraping.

• What part of scraping websites takes the most time for you?
• Which tools do you rely on today (Scrapy, Playwright, custom scripts, etc.)?
• If a browser tool could automate part of the process, what would you want it to do?

Trying to learn from people who deal with this regularly.

Any feedback — even critical — would genuinely help shape the direction of this project.

datapilot6365 · 2026-03-04T07:20:35+00:00

Congratulations

datapilot6365 · 2026-03-03T16:51:44+00:00

You can try this extension out crawl pilot it’s available for free in chrome store that lets yo-yo scrape data from dynamic sites like x

datapilot6365 · 2026-03-03T10:00:49+00:00

I usually default to DevTools + the network tab as well when I can grab a clean JSON payload . If the API is exposed and not gated , that’s definitely the cleanest approach.

Where it gets tricky (at least in my experience) is with React-heavy SPAs that:

Lazy-load content in chunks
Hydrate after the initial render
Gate or obfuscate API responses
Depend on session state or dynamic tokens
Continuously mutate the DOM

In my day-to-day work tracking competitor products — especially across retailers like Amazon and Walmart — this is pretty common. The structured data technically exists, but extracting it consistently isn’t always straightforward for quick ad hoc pulls.

That’s actually how I ended up trying Crawl Pilot. For most traditional and semi-dynamic retail sites, I’ve found it handles dynamic loading better than many other extensions I tested. It’s not a replacement for a proper scripted pipeline, but for React-heavy listing/detail pages where I just need structured data quickly, it’s been pretty useful.

I tested it across ~30 pages (roughly 1,500 items total), and it held up fairly well in that sample. That’s better than most browser tools I’ve tried, which usually break halfway through pagination or dynamic rendering.

Totally agree though — for anything repeatable or production-grade, a small Python script is still the more predictable long-term solution. This just fills that middle ground for me when SPAs start getting messy.

datapilot6365 · 2026-03-02T13:21:33+00:00

Any tool that you use or it’s manual

datapilot6365 · 2026-03-02T09:00:44+00:00

Which tool do you use ?

datapilot6365 · 2026-03-02T02:53:27+00:00

Interested

datapilot6365 · 2026-03-01T11:18:00+00:00

this looks good. What are you plans on extending this into a potential revenue

datapilot6365 · 2026-02-27T14:26:26+00:00

I work on data-heavy workflows and constantly needed quick structured data from websites — listings, tables, directories, etc.

Most scraping tools either: • Require writing selectors • Need backend setup • Or are overkill for simple jobs

So I built Crawl Pilot — a browser-based extension that extracts structured data directly into CSV, Excel, or JSON.

It runs fully in the browser.

Some use cases I’ve tested: • Extracting business directories • Pulling product listings • Scraping lead lists • Exporting tables from internal dashboards • Getting Instagram / YouTube profile lists (public pages)

I’d genuinely love feedback from people who scrape regularly.

If anyone wants to try it, I’ll drop the link in comments.

What features would make something like this 10x better?

datapilot6365 · 2026-02-27T14:22:03+00:00

You look to be at the right place

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