Case study / OpenAI Codex build
One growth view for an AI-written blog
An IT services startup was publishing an automated, AI-written blog and needed to see whether it was working. We built a dashboard that OpenAI Codex keeps up to date from Search Console and GA4: a single page that shows leadership the traffic, search clicks, top pages, conversions and leads by source, week on week.
IT services startup with an automated, AI-written blog
A leadership dashboard kept up to date by OpenAI Codex
A weekly growth review in place of a manual report
System blueprint
The whole system on one sheet
Select any block to see what it does, or open it full screen and watch the system run from signal to action.
The problem
A growing blog with no single scoreboard
The company was investing in a blog written and published with AI. The numbers that showed whether it worked sat in two tools, Search Console and GA4, and someone had to pull them together by hand every week. Leadership had no quick way to see what the investment returned.
How it works
Four steps on every refresh
- 01 / Collect
Pull both sources
Search clicks and impressions from Search Console; traffic, conversions and lead sources from GA4.
- 02 / Combine
Join them by page
Both sources matched by page and week, so each article can be followed from search to lead.
- 03 / Compare
Show the change
Week-on-week movement for every metric, and the pages that gained or lost the most.
- 04 / Publish
One page for leadership
A single dashboard page, refreshed by Codex on a schedule and read in a few minutes.
What leadership sees
Six views on one page
Traffic
Sessions and users across the site and the blog.
Search clicks
Clicks and impressions from Google search, by page and by week.
Top pages
The articles and pages that bring the most visits, and the ones that moved.
Conversions
The actions that count as conversions, by week.
Leads by source
Which channels bring the leads: search, direct, referral and others.
Week-on-week trends
Every number compared with the week before, so direction is clear at a glance.
The dashboard
Read in a few minutes, every week
The headline numbers come first, each compared with the previous week. Below them, the pages that moved and the sources that brought leads, so the content plan can follow what works.
Top movers
- /blog/example-guide-one/+38% clicks
- /blog/example-guide-two/+21% clicks
- /services/example/5 leads
Leads by source
- Organic search6
- Direct4
- Referral2
- Other2
What the client reported
A weekly growth review leadership reads
The dashboard replaced the manual weekly report. Leadership now reviews growth every week from one page, and can see which articles bring search traffic and which traffic turns into leads.
Outcomes as reported by the client. Traffic and lead figures are not published.
Page leadership reads each week.
Contribution and scope
Who did what
AGI Technologies chose the metrics, designed the page and the weekly comparisons, and built the dashboard with OpenAI Codex, which keeps it up to date. The client’s leadership team reads it each week. OpenAI and Codex are OpenAI products; AGI Technologies is an independent consultancy with no partnership or endorsement claimed.
Apply it to your business
Put your growth on one page
If your team pulls traffic and lead numbers together by hand, we can define the metrics and build a dashboard leadership reads every week.