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AIsa SEO & AI Visibility

Organic Competitors

get_semrush_organic_competitors
Read-onlyIdempotent

Usage-based billing; Default request estimate: $0.08 USD (not a fixed price). Account-specific pricing and final settlement may differ.

Input Schema

NameRequiredDescriptionDefault
domainYes
databaseYes

Output Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed5 schema fields changed
    • removedInput schema / properties / database / description
      Removed value: -"Regional database / country code, e.g. `us`."
    • removedInput schema / properties / database / example
      Removed value: -"us"
    • removedInput schema / properties / domain / description
      Removed value: -"Target domain, e.g. `ahrefs.com`."
    • removedInput schema / properties / domain / example
      Removed value: -"ahrefs.com"
    • changedInput schema / required
      Previous value: -[
      -  "domain",
      -  "database"
      -]New value: +[
      +  "database",
      +  "domain"
      +]
  2. Changed5 schema fields changed
    • addedInput schema / properties / database / description
      Added value: +"Regional database / country code, e.g. `us`."
    • addedInput schema / properties / database / example
      Added value: +"us"
    • addedInput schema / properties / domain / description
      Added value: +"Target domain, e.g. `ahrefs.com`."
    • addedInput schema / properties / domain / example
      Added value: +"ahrefs.com"
    • changedInput schema / required
      Previous value: -[
      -  "database",
      -  "domain"
      -]New value: +[
      +  "domain",
      +  "database"
      +]
  3. Changed5 schema fields changed
    • removedInput schema / properties / database / description
      Removed value: -"Regional database / country code, e.g. `us`."
    • removedInput schema / properties / database / example
      Removed value: -"us"
    • removedInput schema / properties / domain / description
      Removed value: -"Target domain, e.g. `ahrefs.com`."
    • removedInput schema / properties / domain / example
      Removed value: -"ahrefs.com"
    • changedInput schema / required
      Previous value: -[
      -  "domain",
      -  "database"
      -]New value: +[
      +  "database",
      +  "domain"
      +]
  4. First observed

TDQS

D1.3/5.0
Behavior2/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false and openWorldHint=true, so the safety profile is covered. The one genuine addition is cost disclosure (predicted ~$0.08 per request, usage-based, not fixed), which is real behavioral context an agent cannot get from annotations. However, the description says nothing about what the call returns, rate limits, or data freshness.

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

Conciseness2/5

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

The text is short, so length is not the problem; the problem is that every line is HTML-commented billing boilerplate rather than front-loaded tool purpose. Legitimate conciseness here would be a single sentence stating what the tool returns.

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

Completeness1/5

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

Even granting that an output schema exists and return values need not be explained, the definition omits purpose, usage context, and the meaning of both required parameters. An agent cannot call this correctly from the description alone.

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

Parameters1/5

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

Schema description coverage is 0% and both parameters (domain, database) are required yet completely undocumented in the schema. The description does not mention either parameter or its expected format, so it fails to compensate for the coverage gap.

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

Purpose1/5

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

The description never states what the tool does — it contains only a pricing/billing banner with no verb, resource, or scope. The title 'Organic Competitors' is the only hint, and the tool must be distinguished from many siblings like get_semrush_domain_overview and post_dataforseo_labs_google_serp_competitors_live with no help from the text.

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

Usage Guidelines1/5

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

There is no when-to-use, when-not-to-use, or alternative-tool guidance at all. Given a large set of competing Semrush/DataForSEO competitor tools, an agent gets zero routing signal from this description.

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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