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Build order-ready items from an AI-visibility project

get_ai_visibility_plan
Read-onlyIdempotent

Turn the latest uncited fan-out opportunities of one owned AI-visibility project into configured backlink items. This is read-only: it creates no cart, quote, charge or order. Review the returned items, then pass them to create_order to purchase them.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
project_idYesAI-visibility project id. The returned items can be passed directly to create_order.

TDQS

A4.5/5.0
Behavior4/5

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

Annotations already establish readOnlyHint, idempotentHint, and destructiveHint false. The description strengthens this by explicitly saying it creates no cart, quote, charge, or order, and by emphasizing the returned items are only for review. No contradiction with annotations; it just does not cover extra operational concerns like rate limits or auth.

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?

The description is three short sentences, front-loaded with the core action, followed by side-effect clarification and the intended next workflow step. Every sentence adds something useful; there is no repetition or filler.

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?

For a single-parameter read-only tool with complete schema coverage, this is highly complete. The description explains what results mean and how to use them downstream via create_order. The lack of an output schema is adequately handled by calling the result 'configured backlink items' and indicating they are order-ready.

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

Parameters4/5

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

Schema coverage is 100% for the single required project_id, and the schema already mentions passing returned items to create_order. The description adds useful context beyond the schema: the project must be owned, and the relevant opportunities are the latest uncited fan-out. This is modest but real added meaning.

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 clearly states the verb and resource: it turns latest uncited fan-out opportunities from an owned AI-visibility project into configured backlink items. The title reinforces this as building order-ready items, and the explicit distinction from purchasing (create_order) helps separate this tool from its siblings.

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

Usage Guidelines4/5

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

The description gives direct usage guidance: it is a read-only preparation step and the returned items should be reviewed and then passed to create_order. It names the relevant downstream tool, though it does not explicitly describe when-not-to-use it or compare it to related list-oriented tools.

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

A4.4/5.0
Disambiguation5/5

Each tool has a clearly distinct purpose: discovery (search_sites/get_site), articles, orders vs quotes vs balance, and AI project planning. The related-looking status tools are explicitly separated between quote payment and order fulfillment.

Naming Consistency4/5

The tool names mostly follow a clean verb_noun snake_case pattern like list_orders, get_order_status, create_order, and search_sites. 'about' is a minor deviation from that pattern, so it is not a perfect 5.

Tool Count5/5

Eleven tools is well-scoped for a backlink purchasing service and covers discovery, selection, order creation, payment verification, and fulfillment tracking. Each tool represents a distinct step or resource, and none feel redundant.

Completeness5/5

The tool set covers the full user journey: search sites, inspect a site, review articles, place an order, check balance/quote status, and monitor order fulfillment. There are no obvious missing operations that would leave an agent stuck in this domain.

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