We measure how AI sees industrial companies. Then we change what it says.
AI Search OS helps manufacturers and industrial software companies get named, described correctly and chosen when buyers ask AI who to buy from.
Buyers changed how they research. Most marketing hasn’t caught up.
Engineers and plant managers used to search, click and compare. Now many ask an AI assistant for a shortlist first, and only visit the sites it names.
That shift is hard to see. It doesn’t show up in traffic reports or keyword rankings, and the products our clients sell are complex enough that AI often describes them wrong.
We built AI Search OS to make that channel visible, measurable and something a marketing team can run.
How we work
Measure before we change anything
Every engagement starts with your real buyer questions and a baseline you can check.
Same method every month
Same questions, same checks, sample sizes always shown, so progress is real.
Your approval on everything
Nothing we write or change goes live until you’ve signed it off.
Tied to pipeline
We track enquiries that come from AI answers, tagged in your CRM.
A note from the founder
[Founder note goes here: your background, why you started AI Search OS, and what you believe about how industrial buyers choose suppliers now.]
Ankit NiranjanFounder, AI Search OS
Where to go next
Start with the benchmark, or see how the work fits together.
The benchmark
See a sample benchmark
Every section of a benchmark, explained.
The programme
How the work fits together
Survey, prioritise, engineer and calibrate, explained on our bench.
Insights
Read our studies and guides
How AI recommends industrial suppliers, and what changes the answer.
Teams we help reach buyers
- ERP and quoting
- MES and shop-floor scheduling
- Quality, SPC and inspection data
- Machine monitoring and OEE
- Digital work instructions
- FEA and CFD simulation
- CMMs and metrology
- Automation and robotics
- Additive manufacturing
- Medical device contract manufacturing
Let’s see what AI says about you.
Your company, your competitors, your real buyer questions.