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Read search demand

read_demand
Read-onlyIdempotent

Read the latest search-demand snapshot: the opportunities CiteLadder found in the project's own Search Console data for one window, such as queries in striking distance of page one, pages competing for the same query, click-through below the site's norm and rising or falling queries. It returns the window (pass it to read_query_evidence for the query rows behind it), the signal count by type, each detector's state, coverage (whether search data and query evidence were observed) and the change in signal count against the previous snapshot, which is not a cause. unavailable no_demand_snapshot means no snapshot was built yet, usually because Search Console is not connected or still importing; read_integration_status says which. The signals become Actions: use read_actions for the prioritized work. Keyword volumes from research live in read_search_intelligence.

Input Schema

NameRequiredDescriptionDefault
project_idYesA project id that list_projects returned.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • addedInput schema / properties / project_id / description
      Added value: +"A project id that list_projects returned."
  2. First observed

TDQS

A4.6/5.0
Behavior5/5

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

Annotations already cover the safety profile (readOnly, idempotent, non-destructive), so the description is free to add genuinely new behavior: the unavailable/no_demand_snapshot condition and its likely causes, the coverage flags, and the explicit warning that the change in signal count is correlational, 'not a cause'. That is behavior beyond anything the annotations state.

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

Conciseness4/5

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

Front-loaded with the purpose, and nearly every sentence carries routing or error-handling value. It is dense and slightly run-on, but there is little genuine filler to cut.

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

Completeness5/5

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

With no output schema, the description must describe returns, and it does: the window token, signal counts by type, detector states, coverage, and the previous-snapshot delta. Combined with the error and sibling routing, an agent has everything needed to call and interpret it.

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% and there is a single required project_id whose meaning the schema already documents. The description adds no format or syntax detail beyond the schema, so the baseline of 3 applies.

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?

States a specific verb and resource ('read the latest search-demand snapshot') and enumerates the concrete signal types it contains (striking-distance queries, competing pages, low CTR, rising/falling queries). It explicitly distinguishes itself from the three adjacent read_* siblings it could be confused with.

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

Usage Guidelines5/5

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

Names the alternatives and the condition that selects them: pass the returned window to read_query_evidence for query rows, use read_actions for prioritized work, and read_search_intelligence for keyword volumes from research. It also explains the no_demand_snapshot failure and routes the agent to read_integration_status.

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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