Case studies

AI search results you can inspect.

Real AI search results, published in full, with client names withheld by agreement.

Daily measurement 路 Real baselines 路 Full method

Two measured outcomes 02 studies
5.4x
Visibility rise

B2B identity data platform, nine weeks

+40%
Relative visibility rise

UK trades platform, four weeks

The results

Two categories. Two starting points. Measured change.

Each study shows the baseline, the work, the result, and what did not improve.

AI search visibility rose from 3.9 percent to 20.9 percent in nine weeks A two point trend using the measured start and end values only. AI search visibility Measured start and end values 25% 12.5% 0% 3.9% 20.9% Start Week 9 Average position: 4.3 to 2.4

B2B entity resolution and identity data platform

5.4x

3.9% to 20.9%

9 weeks

AI search visibility rose from 3.9% to 20.9%. Average position improved from 4.3 to 2.4 at the same time.

Read the full study
AI search visibility rose from 21.4 percent to 29.9 percent in four weeks A two point trend using the measured start and end values only. AI search visibility Measured start and end values 35% 17.5% 0% 21.4% 29.9% Start Week 4 Average position: 1.8 to 2.5

UK trades job management and compliance platform

+40%

21.4% to 29.9%

4 weeks

Visibility rose from 21.4% to 29.9%. Average position slipped from 1.8 to 2.5, and that is part of the result.

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How we measure

The same prompts, checked every day.

Daily Multi engine Named set

We track the same prompts every day across multiple AI engines, including ChatGPT ad tracking. Each result is measured against the named competitive set for that category.

Your baseline

Find out where your brand stands now.

The free audit maps your current visibility, position, and competitive gaps. Book Marco if you would rather talk through the category first.

Start with evidence

Measure the starting point. Then choose what to fix.

Your audit shows where AI answers mention you, where competitors lead, and which gaps deserve work first.