Research
Measuring what everyone else is guessing about
Most claims about AI search visibility are untested. These are the questions we are actually measuring, with the method published before the results exist.
The rule these studies follow
Methodology is published before data is collected, so the method cannot be adjusted after seeing results. Every study states its sample size, its limitations, and what it cannot prove. Where a study has no data yet, its page says so at the top rather than implying findings. Nothing here is backfilled: an interval we failed to measure is recorded as missed, not reconstructed.
Studies
What we are measuring
How these studies are run
How every study in this section is run, published before any data was collected.
Methodology
Reviewed 2026-09-03
Can major AI crawlers actually reach a small business website?
Collection in progress. Partial data only.
collecting
Reviewed 2026-09-03
How long does it take AI systems to recognise a business rebrand?
Collection in progress. Partial data only.
collecting
Reviewed 2026-09-03
Long Island AI Visibility Index
Methodology published. No data collected yet.
design
Reviewed 2026-09-03