GEO Competitor Monitor
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About this skill
Problem It Addresses
In AI search and answer-based discovery, it is hard to manually track whether competitors are recommended, why they are recommended, and how recommendations differ across platforms. GEO Competitor Monitor targets this by tracking competitor GEO performance for a given brand, competitor list, AI platform set, and monitoring period, then producing comparable structured reports.
How It Works
The skill accepts brand_name, competitors, platforms, and monitoring_period as inputs. It calls configured AI platform APIs to collect competitor-related answer or display data, then compares current and historical records to calculate indicators, identify competitor strategies, and trigger dynamic alerts. Data processing uses Python 3.11+ cloud functions with Pandas and NumPy, while charts can be generated with Matplotlib and Plotly. The output is a competitor comparison report useful for marketing, product, SEO agency, or investment analysis workflows.
Limits and Caveats
It depends on valid API keys and stable platform endpoints, so results can change as AI answers evolve. The free tier supports limited competitor and platform coverage, while broader monitoring, daily checks, and alerting require additional entitlements. The skill provides competitor performance monitoring and comparative analysis; it does not execute optimization actions or guarantee rankings.
Use Cases
- Track competitor AI answers on Doubao and Tongyi.
- Compare competitor recommendation reasons across platforms.
- Deliver a competitor GEO report for a 30-day cycle.
- Assess target-company visibility in AI Q&A answers.
Best For
- Marketing managers tracking competitor AI recommendations weekly.
- Product managers comparing competitor answer rationales.
- SEO consultants producing client-facing GEO reports.
- Investment analysts assessing AI Q&A visibility.
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