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franchisepulse

Analyze franchise opportunities with AI-powered FDD review, cost modeling, and SBA loan eligibility checks. Discover, compare, and vet franchises globally.

Instructions

FranchisePulse: Global franchise intelligence API. AI-synthesized franchise discovery, FDD analysis, total cost modeling, SBA loan analysis, resale valuation, online/absentee franchise opportunities, and franchise br

Coverage: Global

Endpoints: • fdd ($0.20): Franchise Disclosure Document analysis • discover ($0.15): Franchise opportunity discovery • compare ($0.15): Side-by-side franchise comparison • vet ($0.15): Franchise due diligence • total-cost ($0.10): All-in investment and cost analysis • resale ($0.10): Existing franchise units for sale • online ($0.10): Online business acquisition discovery • sba ($0.08): SBA eligibility and franchise financing • broker ($0.08): Franchise broker and consultant guidance

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
langNolang
typeNonew_unit|resale|both
actionYesWhich endpoint to call. Options: fdd | discover | compare | vet | total-cost | resale | online | sba | broker
categoryNoSaaS|content|ecommerce|newsletter|app|service
conceptsNoComma-separated franchise names (min 2)
industryNoindustry
locationNolocation
max_priceNomax_price
specialtyNospecialty
territoryNoterritory
franchisorNofranchisor
loan_amountNoloan_amount
min_revenueNomin_revenue
max_multipleNomax_multiple
investment_maxNoinvestment_max
Behavior2/5

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

No annotations exist, so the description must disclose behavioral traits. It fails to mention whether calls are idempotent, read-only, or have side effects. It also omits authentication requirements, rate limits, or data freshness.

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

Conciseness4/5

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

The description is structured with bullet points and a clear list of endpoints. The inclusion of pricing adds minor clutter but overall is concise given the number of endpoints.

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?

With 15 parameters, no output schema, and no explanation of parameter-action relationships, the description is incomplete. Agents may struggle to construct valid calls without more context.

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%, so the input schema already defines each parameter. The description does not add meaning beyond what the schema provides, such as which parameters apply to which action.

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 identifies the tool as a 'Global franchise intelligence API' and enumerates specific capabilities like franchise discovery, FDD analysis, total cost modeling, etc. This distinguishes it from sibling 'pulse' tools which cover other domains.

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 guidance is provided on when to use this tool versus sibling tools. The description lists endpoints but does not explain under what circumstances to choose franchisepulse over, for example, buildpulse or marketpulse.

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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