AI Search Lab · Experiment #1

Can a repositioned brand on an old domain reach search and AI answers in 60 days?

Layerly runs on a domain that used to host a 3D-printing business. We plan to track its move to SEO and AI search visibility in public, including what doesn't work.

GOOGLE SEARCH CONSOLE · HISTORICAL BASELINE

A dated baseline for search performance.

This is the previous brand’s historical baseline, before the new site went live. These numbers are not results of the new SEO work.

Clicks · 27 Jul–26 Oct 2026
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Impressions
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Average position
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Loading published measurements…

View the last 14 measured days
DateClicksImpressionsAverage position

After the new site launch

The new site launched on 28 October 2026. Post-launch Search Console measurements and AI visibility observations have not been imported yet. Missing data is not zero.

Timeline

Planned Day 0: 27 October 2026.

Day 027 Oct

Planned baseline date. Start not yet confirmed.

Day 73 Nov

Planned checkpoint

Day 3026 Nov

Planned checkpoint

Day 428 Dec

Planned checkpoint

Day 6026 Dec

Result

The chart above is a historical baseline. The planned AI experiment start and first measurement wave are not yet confirmed.

Protocol

12 questions, two AI engines, four waves. That is 96 base answers, plus 32 repeat answers for four brand questions: 128 answers in total, 32 in each wave.

The question set is locked before the first wave. Brand and non-brand questions, mentions and citations, errors and missing data, and the model, web-access and region settings are all recorded separately.

A text-quality score from an API is not the same as being seen in ChatGPT. We report them separately.

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