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EXVIV Competitive Intelligence

Get Verified Market Evidence Brief

get_market_evidence_brief
Destructive

Buy a $2.00 USDC competitive-change brief for a tracked software market: recent pricing, packaging, product, and positioning changes across monitored companies, with timestamps, classifications, commercial implications, and primary-source evidence. Use for ongoing competitive monitoring and GTM planning. Uses x402; the first call returns payment requirements.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
daysNoLookback window in days.
limitNoMaximum reviewed events to return.
marketSlugYesMarket slug returned by get_exviv_catalog.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
intelYes
datasetYes
purchaseYes
productIdYes
generatedAtYes
schemaVersionYes
evidencePolicyYes

TDQS

A4.2/5.0
Behavior4/5

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

The description adds important behavioral context beyond the annotations: it discloses the $2.00 USDC payment requirement, the x402 protocol, and that the first call returns payment requirements. This significantly clarifies the non-read-only and destructive hints in the annotations.

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 long, with the first sentence covering the core purpose and deliverable, the second providing use case, and the third explaining the payment flow. No redundant or filler content.

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

Completeness4/5

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

The description covers the tool's purpose, payment flow, and content scope, and an output schema exists to define return values. It could elaborate on the exact post-payment sequence, but the first-call payment-requirements detail is a valuable addition. Overall, it is sufficiently complete for an AI agent.

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% for all three parameters (marketSlug, days, limit), and the tool description does not add any additional parameter-specific semantics beyond what the schema already documents. 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 action: 'Buy a $2.00 USDC competitive-change brief' with a specific resource and content details (pricing, packaging, product, positioning changes). It distinguishes itself from sibling tools by emphasizing the paid, evidence-backed brief format and its unique output.

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 provides explicit use context: 'Use for ongoing competitive monitoring and GTM planning.' It does not explicitly name alternative tools or state when not to use it, but the use case is clear and distinct from siblings like compare_competitor_offers or get_exviv_catalog.

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 targets a distinct action: catalog discovery, single-company pricing, multi-competitor comparison, and market-level evidence brief. No overlapping purposes; descriptions make the differences explicit.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern (compare_competitor_offers, get_company_pricing, get_exviv_catalog, get_market_evidence_brief). No mixed conventions or vague verbs.

Tool Count5/5

The 4-tool set is well-scoped for a competitive intelligence service: one free catalog plus three paid data products. Each tool has a clear purpose and fits within the ideal 3-15 range.

Completeness5/5

The surface covers the full lifecycle: discover available products, get individual company data, compare multiple competitors, and receive market-wide change briefs. No obvious gaps given the paid-transaction model and x402 integration.

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