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Moz vs SE Ranking

Moz scores higher on the AgentReady, 49/100 against 37/100. 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

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.

SE Ranking. Complete AI SEO platform for every challenge.

Where Moz is ahead

Moz passes package / cli discoverable, and SE Ranking 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. SE Ranking misses those.

And on adopt, no mandatory sales call, fast time to first request, copyable quickstart, official typescript sdk and official python sdk. SE Ranking misses those.

Where SE Ranking is ahead

SE Ranking passes observable execution, and Moz does not. That is operate, whether an agent can run against it in production and recover when a call fails.

What neither does

Both fail search discoverable, public docs discoverable, llms.txt published, llms-full.txt / full agent docs, structured api reference, 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, 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 53. Moz misses search discoverable, public docs discoverable, llms.txt published, llms-full.txt / full agent docs; SE Ranking misses search discoverable, public docs discoverable, llms.txt published, llms-full.txt / full agent docs, package / cli discoverable.

Understand. Moz leads 38 to 23. Moz misses structured api reference, openapi / spec quality, request examples provided, response examples provided, errors and status codes documented; SE Ranking misses structured api reference, 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 38. Moz misses agent-compatible signup flow, programmatic credential creation, cli available; SE Ranking misses no mandatory sales call, agent-compatible signup flow, programmatic credential creation, fast time to first request, copyable quickstart, official typescript sdk, official python sdk, cli available.

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

Pricing

Moz starts at $20 and has a free tier. SE Ranking starts at $103.20/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 SE Ranking. Alternatives to each: Moz, SE Ranking.

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