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DataForSEO vs Hasdata

Hasdata scores higher on the AgentReady, 58/100 against 56/100. They differ on 9 of the 41 signals. Which ones decides whether an agent can adopt them without a person watching.

What each one is

DataForSEO. DataForSEO provides comprehensive SEO and digital marketing data solutions via API, aggregating data from search engines, marketplaces, review platforms, and billions of websites to provide SEO, PPC, backlink and ecommerce data for building digital marketing solutions.

Hasdata. HasData is a cloud-based web scraping API that simplifies web-scraping tasks for businesses of all sizes.

Where DataForSEO is ahead

DataForSEO passes clear product positioning, and Hasdata does not. That is discover, whether an agent can find the product at all without being told it exists.

It also holds adopt: fast time to first request and copyable quickstart. Hasdata misses those.

And on operate, observable execution. Hasdata misses it.

Where Hasdata is ahead

Hasdata passes llms-full.txt / full agent docs, and DataForSEO does not. That is discover, whether an agent can find the product at all without being told it exists.

It also holds adopt: no mandatory sales call, official python sdk and cli available. DataForSEO misses those.

And on operate, structured, predictable output. DataForSEO misses it.

What neither does

Both fail structured api reference, openapi / spec quality, authentication documented, request examples provided, response examples provided, errors and status codes documented, programmatic credential creation, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable, agent compatibility verified. If your agent needs any of those, you will be building it yourself either way.

Score, pillar by pillar

The AgentReady splits into four pillars, scored separately, because a product can be easy to find and still impossible to adopt.

Discover. DataForSEO leads 93 to 87. DataForSEO misses llms-full.txt / full agent docs; Hasdata misses clear product positioning.

Understand. Both sit at 31/100 here. DataForSEO misses structured api reference, openapi / spec quality, authentication documented, request examples provided, response examples provided, errors and status codes documented; Hasdata misses structured api reference, openapi / spec quality, authentication documented, request examples provided, response examples provided, errors and status codes documented.

Adopt is whether an agent can get a key and make its first successful call without a human in the loop. Hasdata leads 80 to 65. DataForSEO misses no mandatory sales call, programmatic credential creation, official python sdk, cli available; Hasdata misses programmatic credential creation, fast time to first request, copyable quickstart.

Operate. Both sit at 35/100 here. DataForSEO misses structured, predictable output, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable, agent compatibility verified; Hasdata misses machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable, observable execution, agent compatibility verified.

Pricing

DataForSEO does not publish a machine-readable starting price and has a free tier. Hasdata starts at $0/mo and has a free tier.

Signal by signal

Which to pick

Hasdata clears more of the signals an agent needs, so it is the safer default for unattended use. Full profiles: DataForSEO and Hasdata. Alternatives to each: DataForSEO, Hasdata.

An agent can fetch this as data: POST /v1/compare {"slugs": ["dataforseo", "hasdata"]}