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Get a competitor's dated change feed

get_competitor_moves_diff

The dated CHANGE-FEED for one competitor: every real was→now strategic shift IndustryLens detected, newest-first, each stamped with its real analysis date (never a fabricated date). Use when the user asks what changed, what's new, or wants a timeline of a competitor's moves — optionally since a given date. Input a domain or name. Returns { covered: false } with a CTA for companies not publicly tracked.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
nameNoCompany name (e.g. 'Apollo'). Used when no domain is given.
limitNoMax moves (default 20, max 50).
sinceNoOptional ISO date (YYYY-MM-DD). Only moves analyzed on/after this date are returned.
domainNoCompany domain or homepage URL (e.g. 'apollo.io'). Preferred — most precise.

TDQS

A4.1/5.0
Behavior4/5

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

No annotations provided, so description carries full burden. It discloses that dates are real (never fabricated), returns { covered: false } for untracked companies, and implies read-only. Missing details on idempotency or rate limits, but adequately transparent for a simple retrieval tool.

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?

Two sentences plus a brief note; every sentence conveys essential information. Front-loaded with purpose, then usage, then edge case. No wasted words.

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

Completeness3/5

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

Given no output schema, the description should describe the return structure. It only mentions { covered: false } but not the shape of a successful response (e.g., array of moves with fields). It covers the fallback but leaves the main output partially unspecified.

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 baseline is 3. Description adds minimal extra meaning beyond schema—it emphasizes 'domain or name' and explains that 'name' is used when no domain is given. This is helpful but not extensive.

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 returns a dated change-feed for one competitor, listing strategic shifts detected by IndustryLens, newest-first, with real analysis dates. It distinguishes from sibling tools like list_competitor_moves by focusing on changes and timeline.

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 says 'Use when the user asks what changed, what's new, or wants a timeline of a competitor's moves' and mentions the fallback for untracked companies. It does not explicitly contrast with sibling tools like list_competitor_moves, but the usage context is clear.

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

A4.3/5.0
Disambiguation5/5

Each tool targets a distinct aspect of competitive intelligence—competitor discovery, detailed comparisons, market landscapes, pricing changes, strategic moves, and reports—with no functional overlap. The descriptions clearly differentiate their purposes.

Naming Consistency5/5

All tools follow a consistent verb_noun pattern in snake_case (e.g., find_competitors, get_comparison, list_markets), with verbs like 'find', 'get', 'list', and 'subscribe' appropriately chosen. No mixing of conventions.

Tool Count5/5

With 12 tools, the server is well-scoped for a competitive intelligence domain. Each tool serves a clear function, and the count is neither too small nor overwhelming for an agent to navigate.

Completeness5/5

The tool surface covers the full lifecycle: discovering competitors, obtaining profiles, comparing them, viewing market landscapes, tracking pricing and strategic moves, and accessing reports. There are no obvious missing operations for the stated purpose.