MARKETING
Weekly Snippet-Loss Rollup to BigQuery and Notion Scorecard
Aggregates a week of daily SERP feature snapshots in BigQuery, computes net snippet gains and losses by keyword cluster.
How it runs
The automated pipeline, trigger to output.
- TriggerWeekly schedule starts the rollup
- ActionAggregate seven daily SERP snapshots in BigQueryBigQuery
- LogicRank clusters by net feature loss and flag worst performers
- OutputPublish the ranked scorecard to a Notion review pageNotion
What it does
Once a week this workflow rolls up the daily SERP feature snapshots already collected in BigQuery, calculates net feature movement (snippets gained, snippets lost, PAA changes) grouped by keyword cluster, and writes a clean scorecard into a Notion page. The scorecard ranks clusters by largest net loss so the content review meeting starts with the biggest problems.
When to use it
Use it when you run a weekly content standup and want a single trustworthy view of which topic clusters are bleeding SERP features, rather than scanning individual keyword alerts.
How it works
- 1A weekly schedule starts the rollup.
- 2A BigQuery query aggregates the last seven daily snapshots into per-cluster gain and loss counts.
- 3A logic step ranks clusters by net feature loss and flags any cluster below a threshold.
- 4The workflow formats the ranked results into a scorecard table.
- 5It publishes the scorecard to the designated Notion review page.
- 6A summary line with the worst cluster and total net change is appended for quick scanning.
Set it up
What you configure once, before turning it on.
- 1Connect BigQueryDatasets, queries, schemas.
- 2Connect NotionPages, databases, comments.
- 3Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 4Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 5Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
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Run it inside a business
This workflow drops into a full company template. Import the org, and this is one of the playbooks its agents run.

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