AI Brand Index Health Check

The Problem It Solves

Managing a brand's visibility and reputation within AI search and generative models (e.g., DeepSeek, Doubao, Qianwen) is an emerging challenge. Traditional SEO analytics cannot cover how LLMs comprehend and recommend a brand. The AI Brand Index Health Report skill provides a quick, data-driven overview of a brand's "AI health," addressing the initial diagnostic need of understanding "how we perform in the AI world and where to start optimizing."

How the Skill Works

This skill acts as a data retrieval and interpretation tool. Its core capabilities are:
1. Fetching Real Data: It retrieves the AI Brand Index and its underlying six-dimension scores (visibility, sentiment, recommendation weight, etc.) for a specific brand via public APIs provided by aibrandindex.cn.
2. Producing a Structured Summary: It never fabricates data. It normalizes JSON data from the API responses according to rules and generates a readable health report.

The key steps include:
- Brand Search: First, it confirms if a brand is listed via the /api/brands/search endpoint.
- Fetching Summary Data: Upon confirmation, it calls the /api/brands/{id}?mode=summary endpoint to get core data containing only the index and six-dimension scores (timestamp fields and granular data are filtered out at the API layer).
- Data Interpretation: It translates scores into intuitive rating labels and one-sentence interpretations based on built-in rating mapping rules (e.g., ABI ≥ 60 is considered healthy).
- Report Generation: It generates a report following a fixed template, outputting only the index, six-dimension labels, and a summary point. It does not output historical data sequences, detailed attribution lists, or evidence details.

Output modes are divided into Quick Mode (a one-line summary) and Deep Mode (a full report). The entire process ensures data originates from APIs and interpretation follows defined rules.

Applicable Boundaries and Notes

• Free Boundary: This skill only outputs a brand's AI health summary. Deeper competitive analysis and specific GEO action plans are available via paid services on the official website.
• Data Principle: All figures strictly come from the API. If a dimension lacks data, the report shows -- and will not speculate to fill it. Clear prompts or degraded copy are provided for API timeouts or unlisted brands; incomplete reports are never generated.
• Output Discipline: The report excludes any data update timestamps (to prevent users from mistaking it for real-time data) and focuses solely on summaries. For unlisted brands, it guides users to submit brand information via the official website.