Signals and field notes.

Corpus uses this space to share work in progress thinking about upstream optimisation, zero click and AI search, experiments and the realities inside organisations. It is not a content calendar. We publish when there is something useful to say.
This page is for teams who want to see how we think about real systems, not just how we describe our services.

How we use this space.

We use field notes to:

Some pieces are practical. Some are more reflective. All are written to be useful to people doing the work, not just talking about it.

Featured.

01

How AI summaries quietly reshape the decision journey

Many teams still plan and measure as if the main decision happens on their website.

In reality, AI summaries, rich snippets and other zero click results are now doing a large share of that work before anyone arrives.

Other articles.

05

Before you commission another redesign

abi hough
/
January 13, 2026

Redesigns are often treated as a reset button for digital performance. This note looks at what is usually missing before a redesign is briefed, and how to check whether a major rebuild will change the right things.

Read about the limits of interface fixes →
04

The limits of “fix the interface”

abi hough
/
January 11, 2026

Interface changes can improve experience, but they cannot compensate for unclear propositions, awkward policies or upstream signals that are pointing in the wrong direction. This note looks at how to recognise when you have reached the limits of “fix the interface”.

Read about the limits of interface fixes →
03

Experiments without a model

abi hough
/
January 11, 2026

Experiments can clarify decisions or just create more noise. This note looks at what happens when teams run tests without a shared model of behaviour, and how to get back to experiments that actually help.

Read about the limits of interface fixes →
02

When upstream signals and on site journeys disagree

abi hough
/
January 11, 2026

Many organisations still treat the website as the source of truth about what they offer. Upstream signals are seen as distribution channels or brand space, not as places where meaning is formed.In reality, search results, AI summaries, reviews, help content and third party listings are already telling a story about you before anyone arrives. When […]

Read about the limits of interface fixes →
01

How AI summaries quietly reshape the decision journey

abi hough
/
January 13, 2026

Many teams still plan and measure as if the main decision happens on their website.

In reality, AI summaries, rich snippets and other zero click results are now doing a large share of that work before anyone arrives.

Read about the limits of interface fixes →
Upstream optimisation for zero click and AI search.
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We Are Corpus is a consultancy created by Abi Hough and delivered through uu3 Ltd. Registered in the UK. Company 6272638