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Moz vs SpyFu

Moz scores higher on the AgentReady, 49/100 against 33/100. They differ on 14 of the 41 signals. Which ones decides whether an agent can adopt them without a person watching.

What each one is

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.

SpyFu. Competitor keyword research tools for Google Ads PPC & SEO that transform metrics and competitor research into AI-powered actions

Where Moz is ahead

Moz passes clear canonical domain, clear product positioning, mcp discoverable and package / cli discoverable, and SpyFu 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 and limits / constraints documented. SpyFu misses those.

And on adopt, fast time to first request, copyable quickstart, official typescript sdk, official python sdk and mcp integration available. SpyFu misses those.

Where SpyFu is ahead

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

It also holds understand: structured api reference. Moz misses it.

What neither does

Both fail public docs discoverable, llms-full.txt / full agent docs, openapi / spec quality, request examples provided, response examples provided, errors and status codes documented, agent-compatible signup flow, programmatic credential creation, cli available, structured, predictable output, 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. Moz leads 60 to 40. Moz misses search discoverable, public docs discoverable, llms.txt published, llms-full.txt / full agent docs; SpyFu misses clear canonical domain, clear product positioning, public docs discoverable, llms-full.txt / full agent docs, mcp discoverable, package / cli discoverable.

Understand. Both sit at 38/100 here. Moz misses structured api reference, openapi / spec quality, request examples provided, response examples provided, errors and status codes documented; SpyFu misses openapi / spec quality, authentication documented, request examples provided, response examples provided, errors and status codes documented, limits / constraints documented.

Adopt is whether an agent can get a key and make its first successful call without a human in the loop. Moz leads 75 to 30. Moz misses agent-compatible signup flow, programmatic credential creation, cli available; SpyFu misses agent-compatible signup flow, programmatic credential creation, fast time to first request, copyable quickstart, official typescript sdk, official python sdk, cli available, mcp integration available.

Operate. Both sit at 24/100 here. Moz misses structured, predictable output, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable, observable execution, agent compatibility verified; SpyFu misses structured, predictable output, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable, observable execution, agent compatibility verified.

Pricing

Moz starts at $20 and has a free tier. SpyFu starts at $29/mo with no free tier.

Signal by signal

Which to pick

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

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