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Moz vs Sistrix

Moz scores higher on the AgentReady, 49/100 against 38/100. 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.

Sistrix. SISTRIX is an SEO software company that provides tools for better Google rankings, visibility in AI answers, and success in the Amazon Marketplace.

Where Moz is ahead

Moz passes clear product positioning, and Sistrix 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. Sistrix misses those.

And on adopt, self-service signup, no mandatory sales call, fast time to first request and official python sdk. Sistrix misses those.

Where Sistrix is ahead

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

It also holds operate: observable execution. Moz misses it.

What neither does

Both fail 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. Both sit at 60/100 here. Moz misses search discoverable, public docs discoverable, llms.txt published, llms-full.txt / full agent docs; Sistrix misses clear product positioning, public docs discoverable, llms.txt published, llms-full.txt / full agent docs.

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; Sistrix 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 35. Moz misses agent-compatible signup flow, programmatic credential creation, cli available; Sistrix misses self-service signup, no mandatory sales call, agent-compatible signup flow, programmatic credential creation, fast time to first request, official python sdk, cli available.

Operate. Sistrix 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; Sistrix 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. Sistrix does not publish one with no free tier.

Moz plansSistrix plans
Free Free-

Signal by signal

SignalMozSistrix
AgentReady4938
Discovery6060
Understanding3823
Adoption7535
Operability2435
Public APIYesYes
MCP serverYesYes
OpenAPI specNoUnknown
CLINoUnknown
llms.txtNoUnknown
Self-serve signupYesNo
Free tierYesNo

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 Sistrix. Alternatives to each: Moz, Sistrix.

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