What it is.
The pipeline pulls 90 days of Search Console data per client, GA4 landing page data, and AI citation data. A project instruction file goes out with every client so the model knows the account before it reads a number.
Four published prompts do the drafting: anomaly detection, narrative generation, citation gap analysis, and an executive summary written for someone with five minutes. Reports went from six hours to about 30 minutes of drafting.
TripleDart's own guide about our own reporting process. The prompt structure works for anyone with the same three data sources.
What you get.
- The data pipeline behind the report, named source by source.
- A project instruction file pattern, so client context is loaded before analysis.
- Four published prompts covering anomalies, narrative, citation gaps, and the summary.
- A report structure with an executive summary, three wins, and three misses.
- A time figure to plan against: about 30 minutes of drafting, then human review.
How to set it up.
Set up the three exports first, since the prompts assume Search Console, GA4, and citation data are all present.
Write the per-client instruction file before prompting, because without that context the output comes back generic.
Run anomaly detection before narrative, so the story is built on what moved.
Hold the wins and misses count at three each, since that forces a judgment about what matters.
Write the executive summary for a reader with five minutes, and put it first.
Budget account lead time for tightening language and adding client-specific context, which stays human.
Use cases
Cut the reporting day down
Run the pipeline and spend your time on the interpretation.
Keep client context in one file
Use the instruction file pattern so the model knows the account.
Name every data source
Follow the named pipeline so the numbers can be traced back.
Best for
Agencies reporting monthly
Reporting is the lowest-value hour in an agency and the easiest to compress.
In-house teams reporting upward
The executive summary structure is built for a reader who will not scroll.
Adding AI citations to a report
The citation gap prompt covers the section most SEO reports still lack.