Inside the AI search visibility lab

Local discovery · Working implementation
One restaurant can answer more than one question. BellyUp! gives it the room.

The BellyUp! family connects shared local records to useful city and topic websites. See the live system and the visibility test it makes possible.
121 websites across 15 cities Network snapshot: October 20, 2026. Counts describe the published system.
B2B publishing · Early search results
B2BMedMarketing gave specialist questions a connected place to land.

A new B2B publication connected buyer guides with definitions and vendor records. Its early Google results show which pages began finding an audience.
2,998 Google impressions in the observed window Search snapshot: September 22 through October 17, 2026.
Published research · Crawler discovery
We linked the data. AI crawlers came back for the files.

Published SEO datasets gave crawlers something useful to collect beyond the article. The dated study shows file requests and a wider catalog footprint.
OAI-SearchBot catalog reach: 11 sites → 43 sites Historical study published October 11, 2026; retained log window September 6 through October 10.
Comparative research · Search and crawler results
More crawlers visited all five sites. Search growth told a different story.

A matched website comparison separates crawler access from search growth. It shows why a busier server log needs a second measurement before becoming a visibility claim.
Crawler activity rose on 5 sites; impressions rose on 2 Snapshot generated October 20, 2026; study runs July 9 through October 17.

Built here. Measured here. Open for a closer look.

AI Symantix studies the websites I actually work on. That gives us a useful advantage: we can connect a change with its date, inspect the search data and see what reached the server.

The cases have different jobs. BellyUp! shows a working local discovery system. B2BMedMarketing records an early search foothold. The dataset and five-site studies examine what crawlers collected and how search results moved.

Each case has a dated table and source links. The next measurement stays visible so a later update has something real to compare with. A working build, a Google impression and an AI citation remain different results.

Bring the useful part back to your own website

The free AI Search Visibility Checker finds gaps on one page. The Visibility Lab follows the research as it develops. An AI Symantix Audit connects that work with your pages and business goals.

AI Search Visibility Case Studies

See what changed. Find a better next move.

Inside the AI search visibility lab

One restaurant can answer more than one question. BellyUp! gives it the room.

B2BMedMarketing gave specialist questions a connected place to land.

We linked the data. AI crawlers came back for the files.

More crawlers visited all five sites. Search growth told a different story.

Built here. Measured here. Open for a closer look.

Bring the useful part back to your own website