VoibeHow Voibe runs its SEO content refresh with Claude and the CrawlRaven MCP server
“CrawlRaven gives the data and insights. Claude does the grunt work. I sip my coffee and watch them :)”
Google Search Console, Performance on Search results, Generative AI features (Beta). 12 months, daily. Total impressions: 613k. Axis runs 18/05/2026 to 14/09/2026.
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Voibe results with CrawlRaven
Everything is up in general. But Gen AI overviews impressions are up especially higher. We've set a new benchmark for them. Went from around 2500 impressions per day to around 9000 impressions a day after we started using CR. See screenshot
Voibe SEO challenges before CrawlRaven
A week of SEO, before
- Search Console, figure out top pages, top keywords, decaying pages
- Ahrefs to figure out striking distance pages.
Export this data, in a sheet, then sort it, analyze it and then come up with new pages to create, and existing pages to refresh..
The problem was that…
It was too cumbersome and slow. It was drudgery. I also had new keywords to target and keyword research to do for new pages, I couldn't spend all my time in GSC
What they tried before
Ive been an Ahrefs paid user for a long time, and its great for keyword research, but doesn't work for GSC data at all. Its not designed that way.
How Voibe uses CrawlRaven
What they use CrawlRaven for
Sometimes I open the dashboard to look at the gsc graphs and see how trends. But mostly now I just work with the MCP, so my claude reads CrawlRaven MCP data for all my SEO work. And I use it every day
Through the MCP server
Yes, it replaced me checking GSC every day. Now my Claude talks to CR for every SEO task.
The part they use most
Ive integrated GSC + GA4, and fetch the combined data and opportunities data via MCP. I've never imported keywords.
A use we didn't design for
Ive made a daily brief workflow in claude that integrates traffic data from Datafast, Revenue data from LemonSqueezy, SEO data from CR, usage data from our internal db, and synthesizes all the information in one dashboard. It makes interesting connections which were impossible before.
What changed after Voibe started using CrawlRaven
The first thing CrawlRaven showed them
which pages were decaying and losing traffic because I was ignoring them
What they shipped because of it
I rewrote dozens of pages and hundreds of meta tags based on CR data. Now I have a weekly workflow for content refresh where Claude + CR update around 5-7 pages every Monday for me.
What they stopped doing
worrying about content refresh and decay problems
The SEO routine, now versus before
5 minutes a day instead of 2 hours before
Showing up in AI search
Yes.. right inside google search console in Gen AI overviews. Check screenshot
Would Voibe recommend CrawlRaven
Who they would recommend it to
Anyone doing SEO, especially for AI, especially if its SaaS, and you are short on resources - time/people.
What they would fix first
techincal SEO, too much data on opportunities tab.. its overwhelming..
More CrawlRaven success stories
Search Console + GA4 in ClaudeRun the same loop on your own site
Connect Search Console and GA4 free for one site, then ask Claude, ChatGPT or Cursor through the CrawlRaven MCP server.