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leadmarina

Enrich business domains

enrich_domains

Already have businesses? Pass up to 10 website domains to run the full enrichment + verification pipeline on them (verified emails + phones, owner name, socials). Costs 1 lead per domain. Returns a search_id to poll with get_search_results.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
domainsYesBusiness domains, e.g. ['acme.com'] (max 10).

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
enrichingYesDomains accepted (balance-capped).
next_stepNo
search_idYes
enrichmentYes

TDQS

A4.3/5.0
Behavior4/5

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

Annotations cover the mutability hints, and the description adds important behavioral details: the cost of 1 lead per domain, the asynchronous nature (returns a search_id to poll), and the pipeline stages (enrichment + verification). This goes beyond the annotations without contradicting them.

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 sentences, each carrying distinct information: the use case, the pipeline outputs, and the cost/return behavior. It is front-loaded with the main purpose and contains no filler words or redundant details.

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 tool with one parameter, no nested objects, and an output schema, the description covers the input constraints, the processing pipeline, the cost, and the follow-up mechanism (get_search_results). It is sufficiently complete for an agent to invoke correctly.

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 coverage is 100% for the single 'domains' parameter, which already includes an example and maximum count. The tool description restates the 10-domain limit but does not add extra semantics beyond what the schema provides, so the baseline of 3 is appropriate.

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 tool enriches up to 10 business domains by running a full enrichment + verification pipeline, listing specific outputs (verified emails, phones, owner name, socials). It distinguishes itself from sibling tools like search_leads by focusing on existing domains rather than querying for new leads.

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 opening 'Already have businesses?' sets the use case for enriching existing domains, and the mention of cost per domain and polling with get_search_results gives operational context. It does not explicitly exclude alternatives or state when not to use, but the context is clear enough for an agent to decide.

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

A4.5/5.0
Disambiguation5/5

Each tool has a distinct purpose: search_leads runs live searches while query_leads filters collected leads; create/delete/update_automation form a clear lifecycle; list_* tools target different resources. Descriptions explicitly disambiguate potential overlaps like search/query and list_searches/list_views.

Naming Consistency5/5

All tool names follow a consistent verb_noun snake_case pattern (e.g., create_automation, list_integrations, export_leads). The verbs are semantically appropriate (get, list, search, query, create, update, delete, enrich, export) and the pattern is uniform throughout.

Tool Count5/5

13 tools is well within the ideal range and covers the full lead-generation workflow without redundancy. Each tool addresses a concrete need, from searching and enrichment to export and automation management.

Completeness5/5

The tool set covers the entire lifecycle: search_leads and enrich_domains acquire leads, get_search_results and query_leads retrieve them, export_leads pushes them out, and automations re-run searches on schedule. Integration checking and balance are also included, leaving no obvious dead ends or missing essential operations.

Resources