Web research

Scrape Creators

Bringing public social content into GTM research

social mediacommentsvideo transcriptsad libraries

Scrape Creators provides API access to public social profiles, posts, videos, comments and ad-library data. It is useful for research that starts with what people or companies publish online.

Our research notes

Choose a source and observation before selecting an endpoint: a company post, a comment thread or an advertiser page. Keep the original URL and date, and distinguish an expressed problem from an inferred buying signal.

Why choose it

Several social platforms are available through one API, which can simplify a research workflow that needs more than one type of public content.

What to consider

Coverage and returned fields vary by platform and endpoint. A like or comment does not establish buying intent, and cached data may not reflect the latest post or profile state.

Pricing

Scrape Creators offers 100 starting credits and paid credit packs. Its site says credits do not expire and cached results are free. The initial credit grant is not an ongoing free allowance for fresh data; check the endpoint rate and pack size for your task.

Pricing checked 28 October 2026. Billing terms, taxes, usage limits and add-ons can change. See the vendor's pricing. (opens in a new tab)

Put it into practice

Learn how to use sales buying signals

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