Research / Lab
Original search experiments with visible hypotheses, open methods and honest limits, from JavaScript SEO and indexing tests to search data studies you can inspect and reuse.
Every SEO experiment moves through the same four stages, so a reader can judge the evidence, not just the conclusion.
State a narrow, testable question about crawling, indexing, rendering or AI search visibility.
Change one variable in a real search environment and hold the rest steady where possible.
Track observable signals over time and separate the pattern from normal ranking volatility.
Publish the protocol, the data and the limits so the result can be reproduced or challenged.
Every experiment separates what we observed from what the result can prove.
We test search from several angles, including indexing behavior, JavaScript SEO and rendering, technical markup and search market data studies.
The old root host declined toward zero in both clicks and crawl demand while the canonical www host stayed stable and absorbed the crawl budget, indicating that traffic transferred rather than disappearing.
Early signals point to retrieval and mentions arriving before a direct citation, and to passage clarity mattering more than domain age. No final conclusion has been published.
Delivery pattern mattered less than reliable discovery, stable metadata and complete rendered content.
The cleanest consolidation appeared when redirects, canonicals, sitemaps and internal links agreed.
