Steven Broschart
DE·EN
Contact
Case Study

The Box Shop: user behavior and its effects.

The Box Shop is a small, finely curated Munich store for special gift packaging. The analysis examines how findable the shop is via search engines, what effect measurable user behavior has on Google rankings — and how much RankBrain influences the picture.

RankAnalystUser behaviorRankBrainSemanticsE-Commerce
Introduction
The data sources used — unless marked otherwise — are ahrefs.com and Google Analytics. The Sistrix visibility curve shows that the shop's home page in particular generates many placements, alongside documents from the 2016 and blog subdirectories. The streamline diagram makes the distribution in the top 100 clear: the first ten positions are mainly generated by the home page, while from page three of the search results onward many blog articles from 2016 appear. These are subject to a strikingly sharp, categorical demotion.
User data

Time on page, page views, bounce rate.

Can the poor placements be explained by user behavior? Parallel coordinates show: no clear pattern.

Page views

The home page is viewed much more often than the blog articles from 2016. The question is whether the number of views really determines the ranking.

Time on page

The home page achieves much better placements with at times significantly shorter dwell times. Under identical scoring rules, time on page therefore cannot be a decisive ranking factor.

Bounce rate

All ranked blog articles from 2016 show a high bounce rate (up to 85%) — but for blog articles that is nothing unusual. No clear correlation here either.

Entries

Even documents that are directly accessed far less often achieve good placements. The number of entries is not a decisive metric.

Structural factors

Load time, click depth, linking.

Structural aspects show clearer effects — but are still not the main cause.

Page speed

No top placement is generated by documents delivered slower than ~2.5 seconds. Fast delivery is a baseline requirement — but on its own it is no guarantee of good placements.

Click depth

Documents reachable from the home page in fewer clicks tend to receive better placements. The blog articles from 2016 require at least two clicks to reach.

External links

The home page has the most independently referring domains. The poorly placed blog articles have very few inbound links.

Internal linking

Even documents with few internal links can reach top positions. The sharp demotion of the blog articles cannot be explained by this.

Text length

More than half of all placements come from documents containing between 1,300 and 1,600 words — but good placements range from 600 to 3,400 words. What counts is which words appear in them.

Key takeaway

The most important factor turns out to be RankBrain — Google associates the "packaging" context with The Box Shop only as a second choice.

RankBrain & Semantics

When Google classifies the context differently.

Comparing the slots above and below the blog-article placements shows: the "gift box" context achieves very good placements. For "packaging" and "crafting" there is not a single good placement.

Gift box

Very good placements — Google clearly assigns this context to the shop.

Packaging

Other documents, including the home page, are also demoted in the "packaging" context. Google does not consider this context a sufficient fit.

Do-it-yourself

The crafting component of the blog articles is not sufficiently linked semantically with gift packaging.

Recommendations

How we lift the placements.

Structural measures first — then rethink content strategy.

Delivery

Ensure fast delivery of all documents — not just the most important ones.

Accessibility

Important documents should be reachable quickly and in a few clicks.

Internal linking

Internal linking should be reviewed and intensified.

External promotion

Promotional campaigns with external links are never wrong.

Consider spinning off

If these measures are not enough, it may make sense to move the crafting content to a separate (sub-)domain. Google's top results for "packaging" only feature pure shops or pure crafting guides — the hybrid of The Box Shop has no place there.

Contact

Ready for a conversation?
Looking forward to your message.

Get in touch