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Scrape Magic

Ask a question, get the data

Data & Discovery
For AI agents
APILimited readiness
About

What is Scrape Magic

Scrape Magic takes a URL or document, accepts a plain-language question, and returns the specific data you asked for — no CSS selectors, no XPath, no scraper maintenance. It's built for GTM engineers and founders at solo operations or small teams who need to pull structured data from websites, news articles, or long documents without writing extraction logic from scratch. The standout capability is AI-driven email extraction: point it at a page or document and it identifies and pulls email addresses using the same natural-language interpretation layer. It also pushes extracted data directly to Airtable, Notion, or CRMs, which cuts out a manual export step. That said, if you need high-volume, production-grade scraping with fine-grained control over request headers, proxies, or JavaScript rendering, this tool will likely hit its ceiling before your pipeline does.

Data & Discovery
Capabilities

Key features

Web scraping

pulls structured data from any public source

AI capabilities

per-prospect AI research

Our verdict

Vanderbuild take

For GTM engineers and founders who need to pull structured data from websites without building a scraper, Scrape Magic is a practical starting point — the natural-language interface genuinely lowers the barrier to one-off and recurring extraction tasks. On the agentic readiness front, an API exists, but with readiness rated Limited, you'll likely hit walls before you can build anything serious on top of it — don't plan on this being the data layer of a fully automated agent pipeline without validating the endpoint stability first. Pricing is undisclosed publicly, so budget conversations are opaque until you're in a sales or signup flow. The honest ceiling here is scale and control: teams that need proxy rotation, JavaScript-heavy rendering, or enterprise SLA guarantees will outgrow this faster than the feature set can keep up.

Mateusz Sekta
Founder, vanderbuild
Learn more

Our Resources

The wedge

Agentic stack profile

API
REST

Programmatic access available.

REST API — straightforward to call from any agent or workflow tool. Rate limits and auth vary by plan.

API docs →
Agentic readiness
Limited

Usable but with caveats — rate limits, brittle endpoints.

API exists but is rate-limited, brittle, undocumented, or hidden behind enterprise plans. Use with caution in production agent workflows.

Stack role
Data source

Where this tool slots into an agentic pipeline.

Plays the role of Data source in an agentic pipeline. Use it to source contacts, companies, and the raw inputs an agent needs to act.

Compare

Scrape Magic alternatives

Tools that solve a similar problem — compared at a glance.

Scrape Magic(this tool)
Best for
GTM Engineer, Founder
Readiness
Limited
API
REST
Bright Data
Pricing
Usage-based
Budget
$$$
Best for
GTM Engineer, Marketing
Readiness
Native
MCP
Yes
API
REST
Crawlbase
Pricing
Freemium
Budget
$$
Best for
GTM Engineer, Founder
Readiness
Native
MCP
Yes
API
REST
Answers

Frequently asked questions

Does Scrape Magic have a public API?

Yes — Scrape Magic ships a REST API. Docs: https://www.scrapemagic.xyz/. Note the API is rate-limited or enterprise-gated, so plan integrations accordingly.

Who is Scrape Magic best for?

Scrape Magic is built for GTM Engineer, Founder. Fits Solo, SMB (1-50)-sized teams.

How well does Scrape Magic fit an agentic sales stack?

Tier: Limited. An API exists but it's rate-limited, brittle, or enterprise-gated. Plan integrations carefully.