What Happened to RankExtension?

💡 Quick Summary (TL;DR):
I planned RankExtension as a browser extension, then ended the project before launch.
The problem behind it did not go away.
I now use a small internal screen that joins Search Console and Analytics data and gives my AI agents the same data as JSON.

!NOTE2026 update: This post started as a 2025 build-in-public note. RankExtension was never launched. I am keeping the original observation, but the story has a different ending now.

The Idea

Google Search Console tells you a lot, but not always in a way that makes a regular content review easy. You can see clicks, impressions, CTR, and position. Then you open Analytics, export something, compare paths, apply the same filters again, and try to remember what you were looking at in the first place.

That was the annoyance behind RankExtension. I was not trying to replace Search Console. I wanted a companion inside the browser that would make the recurring work less repetitive: show unusual movement, group related queries, keep useful filters around, and make it easier to get from a long list of numbers to a page worth checking.

The original post was written while I was still thinking through that idea. It is useful as a record of the problem, even though the product never happened.

What I Thought I Would Build

Feature	The point of it
Change detection	Notice query or page movement without repeatedly exporting data
Keyword clustering	Turn related queries into something easier to read
Noise filtering	Spend less time chasing every tiny fluctuation
Saved filters	Stop rebuilding the same view every session

The unlaunched extension is set aside while the same data-collection problem is solved by a smaller internal tool

I Didn’t Build It

Nothing dramatic happened. I simply stopped before RankExtension became a product I had to launch, maintain, explain, and make useful for people with workflows different from mine. It never shipped.

The need did not disappear with the project. If anything, I kept running into it while working on this site. I still wanted to see search and analytics data together, separate the English and Turkish content, and have a better starting point before deciding whether an article needed attention.

What I Use Instead

So, in this website project, I had a small internal content-audit screen built. It combines Google Search Console and Google Analytics data, and it lets me look at /en and /tr separately. That alone is more useful to me than treating every URL as part of one pile.

It can also return the data as JSON. That is where the approach changed for me. When I ask an agent to look at content, it can use the same report rather than working from a vague description or a screenshot. It can point out the relevant numbers and summarize what it found. If I need another field or view, I can add it to the report instead of trying to anticipate every feature a public extension might need.

The first working version took roughly two or three hours. There is room to add more detail, and a browser extension might still make sense for someone else. But for my own work, I could solve the part that was slowing me down without turning it into a standalone product.

Search Console and Analytics data meet in one report, while a person examines the final exception

Where the Agents Help

The agents are not deciding what to publish or delete for me. They do not know whether a drop matters just because a chart moved. They are useful because they can start from the data I already have, keep English and Turkish content separate, and bring the relevant evidence back into the conversation.

That is enough for now. The final call is still mine, but I spend less time collecting the same context before I can make it.

RankExtension did not fail because the problem was imaginary. I just found a smaller way to deal with it before I had built a product around it. That feels like a better ending than pretending the extension is still coming.