Giving an AI assistant a memory of your Google search traffic that does not go stale

说明与用途

构建了一个连接器，将当前的 Google Search Console 数据同步到 Cognee，自动忘记过时的属性并正确处理空响应。

问题

AI assistants retain outdated Google Search Console data, leading to stale insights for sites no longer managed.

结果

The connector now provides up‑to‑date Search Console insights, automatically forgetting stale properties and avoiding overwriting data with zero rows.

工作流

• 1. Sign in via OAuth 2.0 to Google Search Console.
• 2. Select properties and specify months to sync.
• 3. Connector reads final data, grouping by month into an overview and top‑page documents.
• 4. Only changed documents are sent to Cognee; unchanged runs skip LLM calls.
• 5. Safety rules prevent accidental deletion of data.
• 6. Cognee ingests the documents into its knowledge graph.
• 7. Users query the graph for current traffic insights.

证据

I wanted a memory of Google search traffic that stays current, and that forgets what it should.

来源

The connector feeds it from Search Console. You sign in with Google, pick your properties, and it syncs how they perform in search.

来源

First, the newest data is late and preliminary. Google publishes final numbers about two days behind, and it can still revise the last days.

来源

A month that suddenly comes back empty keeps its documents. Google having a bad moment is more likely than every click vanishing.

来源

When there is no data, I expected Google to answer with an empty response. It does not. For a query with no dimensions, it returns one row of zeros: {'clicks': 0, 'impressions': 0, ...}.

来源