competitor-alternatives

competitor-alternatives business diagnostic assistant

Quick Start

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Overview

The business diagnostic assistant is used to answer "how should this be done," SEO, GEO, and content growth, and is suitable for marketing, operations, product, and software to call after clarifying business goals, content materials, or analysis targets. It combines inputs such as competitor alternative materials, pasteable competitor lists, alternative explanations, comparison page drafts, sales feedback, customer review excerpts, or... to organize key context, and outputs summaries, diagnostic conclusions, action recommendations, and reusable deliverables for continued execution, review, or delivery.

When to Use

Applicable Scenarios

• Users raise questions such as "how should this be done," needing to quickly break down goals, determine priorities, and form executable results
• Marketing, operations, product, and software need to generate summaries, diagnostic conclusions, action recommendations, and reusable deliverables around the business diagnostic assistant
• Users have already prepared alternative content goals (for example, creating alternatives pages, improving competitor keyword conversion, supporting sales objection handling, or enhancing...), alternative evaluators (explaining target buyers, churned users, competitor users, industry roles, or search intent stages.), competitor or comparison page links (fill in competitor pages, alternative pages, review pages, ranking pages, or reference comparison content links accessible without login.), and want to organize them into executable analysis or optimization results
• Users need to turn business diagnostic assistant-related materials into clear conclusions, priorities, and next actions

How to Call

Call the AI Skills API directly through the exported Python runner:

Command Examples

Basic Call

python3 scripts/run.py --params '{}'

Call with Common Parameters

python3 scripts/run.py --params '{"goal":"替代方案内容目标"}'

Parameter Description

Parameter	Type	Required	Default	Description
goal	string	No	-	For example, creating alternatives pages, improving competitor keyword conversion, supporting sales objection handling, or enhancing AI citations
audience	string	No	-	Explain target buyers, churned users, competitor users, industry roles, or search intent stages
materialUrl	string	No	-	Fill in competitor pages, alternative pages, review pages, ranking pages, or reference comparison content links accessible without login; a complete accessible URL must be provided
materialFile	string	No	-	Supports feature comparison tables, competitor materials, customer interviews, sales battle reports, review excerpts, comparison page drafts, or product documents
materialText	string	No	-	Pasteable competitor lists, alternative explanations, comparison page drafts, sales feedback, customer review excerpts, or product differentiation information
brandRequirements	string	No	-	Supplement brand tone, competitor mention rules, must-retain differentiators, prohibited wording, compliance restrictions, and evidence requirements

See the complete machine-readable parameter structure at references/form-schema.json。

Parameter Value Reference

This skill currently has no categorical parameters requiring an additional lookup table.

Supported Input Formats

The current skill directly accepts JSON parameters; if the parameters contain a link field, please pass a complete, accessible URL.

Example request

The following example parameters can be passed directly to scripts/run.py, and the runner will send them to the AI Skills API.

python3 scripts/run.py --params '{"goal":"替代方案内容目标"}'

Equivalent --params JSON：

{
  "goal": "替代方案内容目标"
}

Example return result

{
  "success": true,
  "data": {
    "message": "示例结果请以技能真实返回结构为准。"
  },
  "meta": {
    "executionTime": 842,
    "cached": false
  }
}

Deliverables

• Summary, diagnostic conclusions, action recommendations, and reusable deliverables: organize the core results around the user's goals that can be directly read, reviewed, or delivered.
• Interpretation of input materials: combine the alternative solution content goals (for example, creating alternatives pages, improving competitor keyword conversion, supporting sales objection handling, or enhancing …), the alternative solution evaluator (explain the target buyer, churned users, competitor users, industry roles, or search intent stage.), and competitor or comparison page links (provide competitor pages, alternatives pages, review pages, ranking pages, or reference comparison content links that can be accessed without logging in.) to extract key context and basis for judgment.
• Next steps: provide priorities, execution recommendations, or a content framework that can be further processed.

Suggestions for using the results

• First determine whether the output answers the user's core questions about the "Business Diagnostic Assistant".
• Then check whether the results cover the summary, diagnostic conclusions, action recommendations, and reusable deliverables, and whether clear next steps are provided.
• If there is little input material, it is recommended to have the user supplement the goals, audience, constraints, or raw materials before running.

Preparation before running

• AISKILLS_BASE_URL: default https://ai-skills.ai
• AISKILLS_API_KEY: required, used for authenticated calls
• AISKILLS_TENANT_ID: default default