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seo_audit_conversion

Audits Conversion Rate Optimization (CRO) & digital marketing: Primary/secondary CTAs, contact channels (forms, phone, WhatsApp), social proof, risk reversal.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
targetYesTarget file path or live URL.

TDQS

A3.5/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, the description carries the full burden for behavioral disclosure. It communicates audit scope but does not state whether the operation is read-only, what output or report format is produced, whether it requires authentication, or if it makes network requests. 'Audits' mildly implies non-mutation, but behavioral transparency is largely absent.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

A single, front-loaded sentence with the verb and resource up front, followed by a tight list of audit dimensions. There is no filler; every phrase contributes to understanding what the tool inspects.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a one-parameter audit tool, the focus areas are reasonably complete. However, with no output schema and no annotations, the description leaves important behavioral context undocumented, such as what the audit returns and whether any side effects are possible. Invocation is clear, but post-invocation expectations are not.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the baseline is 3. The description does not add parameter-specific meaning beyond the schema's 'Target file path or live URL'; it only clarifies the audit content, not how the target behaves.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description opens with a specific verb-resource pair, 'Audits Conversion Rate Optimization (CRO)', and then enumerates concrete focus areas such as primary/secondary CTAs, contact channels, social proof, and risk reversal. This clearly distinguishes the tool from sibling SEO audit tools focused on technical, content, local, or performance topics.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The domain of CRO and digital marketing gives a clear contextual signal, but the description does not explicitly state when to prefer this audit over sibling audit tools or when it should not be used. Usage is implied rather than prescribed, so the agent must infer the boundary from sibling names.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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TDQS

B3.4/5.0
Disambiguation3/5

Most audit tools target distinct SEO dimensions, but several overlap: seo_audit_technical, seo_audit_robots_and_sitemap, and seo_audit_sitemap_multipage all involve robots.txt, sitemaps, and header checks. The descriptions help, but an agent could easily misselect between these related tools.

Naming Consistency5/5

All tools follow a consistent seo_ prefix with clear verb_noun snake_case naming: audit_, crawl_, discover_, generate_, suggest_, test_, validate_. There is no mixing of conventions or vague generic verbs.

Tool Count3/5

With 21 tools, the server sits in the 16-25 'heavy' range. The broad SEO scope justifies many of them, but the large number of overlapping audit variants makes the set feel slightly bloated.

Completeness4/5

The server covers the SEO lifecycle well: discovery, crawling, dimension-specific audits, full audits, code fixes, sitemap/robots generation, and validation. Minor gaps such as dedicated backlink or mobile usability audits exist, and the '8-dimension' full audit claim does not align with the 12 distinct audit tools.

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