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findpulse

Discover optimal products, cheaper alternatives, grants, scholarships, and local services with AI-synthesized intelligence.

Instructions

FindPulse: Universal finder and discovery API. AI-synthesized best product recommendations, alternative product discovery, grant and scholarship search, used/refurbished alternatives, hidden deals, local busines

Coverage: Global

Endpoints: • product ($0.10): Best product for use case • compare ($0.10): Head-to-head product comparison • alternative ($0.10): Cheaper alternatives • hidden ($0.10): Hidden gem products • used ($0.10): Used/refurbished sourcing guide • local ($0.10): Local professional vetting • grant ($0.10): Grant and funding finder • scholarship ($0.10): Scholarship finder • rental ($0.10): Rent vs buy analysis • recall ($0.10): Product recall lookup

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
actionYesWhich endpoint to call. Options: product | compare | alternative | hidden | used | local | grant | scholarship | rental | recall
langNoResponse language code (en | es | fr | de | zh | hi | ar | pt | ja | ko | etc.)
use_caseNouse_case
budgetNobudget
preferencesNopreferences
productsNoproducts
productNoproduct
categoryNocategory
serviceNoservice
locationNolocation
demographicNodemographic
fieldNofield
profileNoprofile
stateNostate
itemNoitem
frequencyNofrequency
Behavior2/5

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

No annotations provided, and the description fails to disclose behavioral traits such as rate limits, authentication requirements, error handling, or result freshness. The endpoint list gives action types but no behavioral context.

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

Conciseness3/5

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

The description is structured with a bulleted endpoint list, but it is somewhat verbose and includes pricing details that may be better placed elsewhere. It could be more concise while retaining clarity.

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

Completeness2/5

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

Given the complexity of 16 parameters and no output schema, the description is incomplete. It does not explain parameter usage per action, expected response format, or any prerequisites (e.g., authentication). The endpoints list provides only high-level intent.

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

Parameters2/5

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

Although schema description coverage is 100%, the parameter descriptions are minimal (e.g., 'use_case', 'budget') and do not clarify which parameters are required for each action or how they interact. The description adds little beyond the schema itself.

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 'Universal finder and discovery API' and lists specific endpoints (product, compare, alternative, etc.), making it distinct from sibling tools that are domain-specific (e.g., alphapulse for stocks).

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 description mentions global coverage and endpoint costs, but does not provide explicit guidance on when to use this tool vs. alternatives or when not to use it. The context of specialized siblings implies findpulse is for general searches, but this is not stated.

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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