01The Research Question
This track asks a narrow, testable question: when a site’s topical map is restructured — entities added, gaps closed, internal linking re-routed around a central topic — what actually happens to rankings and traffic afterward, and under what starting conditions?
Semantic SEO consulting produces a lot of anecdote and very little published data. Most of what circulates publicly is either vendor marketing (“we 10x’d traffic”) stripped of context, or academic work that never touches a live, commercially operated site. This track sits in between: it is drawn from real client engagements, run over nine years, where a topical map intervention was the primary lever pulled.
The goal is not to prove that topical mapping “works” — that framing is too vague to be useful. The goal is to describe the conditions under which it appears to help, the conditions under which it appears not to, and the shape of the lag between intervention and any observable change.
02Planned Methodology
Engagements will be grouped by starting condition, not lumped together, because a site recovering from an algorithmic demotion and a greenfield site building topical authority from zero are not comparable populations.
The working method, as currently designed:
03What Isn’t Known Yet
Being explicit about the open questions matters as much as the eventual answers.
Some of what this research still needs to resolve before anything gets published as a finding: how much of any observed change is attributable to the topical map work specifically versus concurrent changes (content refresh, backlink work, technical fixes) that often happen alongside it; how to fairly compare sites of very different size and authority; and how long a “fair” measurement window actually is before external factors (algorithm updates, seasonality, competitor moves) swamp the signal.
These are the same limitations any honest practitioner-run study has to contend with, and they will be stated alongside the eventual findings rather than smoothed over.
04Status and Where to Look Now
This page will be updated as the dataset clears review; in the meantime, two other resources are already live.
For the underlying framework this research is testing, see the Semantic SEO pillar page. For anonymised, already-published results from individual engagements, see Case Studies — those are real outcomes with sample and method disclosed, distinct from this in-progress research track. This page sits alongside three related tracks: Topical Authority Research, SEO Growth Research, and AI Search Research. All four are indexed from the Research Hub.