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marketpulse

Solve marketing challenges with a single API: from LLM visibility and content briefs to ROI forecasting, competitor analysis, ad copy, email sequences, social strategy, local SEO, and technical audits.

Instructions

MarketPulse: Marketing intelligence API for the AI era. LLM visibility, channel mix, content briefs, ad copy, local SEO, email sequences, competitor gap analysis, social strategy, ROI forecasting, and technical SE

Coverage: Global

Endpoints: • llm-visibility ($0.15): LLM visibility analysis • content-brief ($0.15): Dual-optimized content brief • channel-mix ($0.10): Marketing channel mix strategy • roi-forecast ($0.08): Marketing ROI forecast • competitor-gap ($0.10): Competitor gap analysis • ad-copy ($0.08): Ready-to-use ad copy variants • email-sequence ($0.15): Email nurture sequence • social-strategy ($0.08): Platform social media strategy • local-seo ($0.08): Local SEO optimization guide • seo-audit ($0.10): Technical SEO audit

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
goalNogoal
langNolang
brandNobrand
goalsNogoals
stageNostage
topicNotopic
actionYesWhich endpoint to call. Options: llm-visibility | content-brief | channel-mix | roi-forecast | competitor-gap | ad-copy | email-sequence | social-strategy | local-seo | seo-audit
budgetNobudget
productNoproduct
websiteNowebsite
audienceNoaudience
businessNobusiness
channelsNochannels
industryNoindustry
locationNolocation
platformNoplatform
competitorNocompetitor
business_typeNobusiness_type
sequence_typeNosequence_type
Behavior2/5

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

No annotations provided, so the description must disclose behavioral traits. It includes pricing per endpoint but omits read-only/mutation nature, required permissions, rate limits, error handling, or return format. The description is incomplete for safe invocation.

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 bullet points but includes an incomplete sentence ('and technical SE') and some redundancy. It is not overly verbose, but could be tighter and front-loaded better.

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 19 parameters and 10 endpoints, the description fails to clarify parameter usage per endpoint or output structure. The one-line endpoint descriptions are insufficient for an agent to understand what each action returns or requires.

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 descriptions are merely parameter names (e.g., 'goal' -> 'goal'). The tool description adds no additional meaning, and the relationship between parameters and endpoints is unclear. The high coverage is superficial.

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

Purpose4/5

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

The description identifies marketpulse as a marketing intelligence API and lists many capabilities and endpoints, making its purpose clear. However, it lacks a concise verb+resource statement and is more of a catalog than a focused description.

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

Usage Guidelines2/5

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

No explicit guidance on when to use this tool versus siblings or between endpoints. The domain name differentiates from other 'pulse' tools, but the description does not provide when-to-use or when-not-to-use context.

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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