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Hasdata vs Moz

Hasdata scores higher on the AgentReady, 58/100 against 49/100. They differ on 11 of the 41 signals. Which ones decides whether an agent can adopt them without a person watching.

What each one is

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

Moz. Moz is an SEO and digital marketing solutions company providing tools for keyword research, competitive research, link research, rank tracking, and AI search visibility.

Where Hasdata is ahead

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

It also holds adopt: agent-compatible signup flow and cli available. Moz misses those.

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

Where Moz is ahead

Moz 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 understand: authentication documented. Hasdata misses it.

And on adopt, fast time to first request and copyable quickstart. Hasdata misses those.

What neither does

Both fail structured api reference, openapi / spec quality, 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, observable execution, 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 is whether an agent can find the product at all without being told it exists. Hasdata leads 87 to 60. Hasdata misses clear product positioning; Moz misses search discoverable, public docs discoverable, llms.txt published, llms-full.txt / full agent docs.

Understand. Moz leads 38 to 31. Hasdata misses structured api reference, openapi / spec quality, authentication documented, request examples provided, response examples provided, errors and status codes documented; Moz misses structured api reference, openapi / spec quality, request examples provided, response examples provided, errors and status codes documented.

Adopt. Hasdata leads 80 to 75. Hasdata misses programmatic credential creation, fast time to first request, copyable quickstart; Moz misses agent-compatible signup flow, programmatic credential creation, cli available.

Operate. Hasdata leads 35 to 24. Hasdata misses machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable, observable execution, agent compatibility verified; Moz misses structured, predictable output, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable, observable execution, agent compatibility verified.

Pricing

Hasdata starts at $0/mo and has a free tier. Moz starts at $20 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: Hasdata and Moz. Alternatives to each: Hasdata, Moz.

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