Abi Hough

UX researcher, optimisation strategist, speaker. Founder of UU3 and Corpus.

I help teams understand why people behave the way they do, where digital trust breaks, and how humans and machines interpret organisations before anyone reaches the website.

Abi Hough, UX researcher, optimisation strategist and founder of UU3 and Corpus.

Ways my work shows up

A mix of forensic breakdowns, practical notes, talks, write-ups, podcasts and experiments. Different formats, same obsession: making digital experiences clearer, sharper and harder to misunderstand.

More places the work appears

Retro-style Key Takeaways thumbnail showing a checklist notebook with bold key takeaways typography.

Key Takeaways

Conference talks distilled into useful summaries for people who could not attend, had brain fog, or simply do not wish to decode 40 minutes of slides and vibes.

Read Key Takeaways
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Conference Write-ups

Longer event reflections, speaker summaries and industry observations from conferences Abi has attended, contributed to, or turned into suspiciously detailed artefacts.

Browse Conference Write-ups
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Public Speaking

Talks, keynotes and stage appearances covering UX, experimentation, trust, AI-shaped journeys, menopause, digital stupidity, and why the website is usually not the whole murder scene.

See Public Speaking
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Blog Articles

Guest posts, collaborative pieces and written arguments about UX, CRO, research, experimentation, AI, trust, evidence and the various ways organisations accidentally make things worse.

Read Blog Articles
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Podcasts

Conversations about UX, research, optimisation, AI, trust, digital behaviour and the industry’s ongoing relationship with nonsense.

Listen to Podcasts
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Webinars

Remote sessions, interviews and teaching-style content where Abi unpacks practical ideas, frameworks and uncomfortable truths without requiring anyone to put on conference shoes.

Watch Webinars
Retro-style Field Notes thumbnail showing a notebook, pen, coffee mug and work-in-progress notes.

Field Notes

Shorter observations, working thoughts, emerging ideas and fragments from the messy middle of figuring things out. Less polished. Often useful. Occasionally a goblin with a clipboard.

Read Field Notes

Original frameworks

Practical tools I’ve created to help teams improve experimentation quality, diagnose trust failures, and stop optimising the wrong thing with great confidence.

Graphic showing the Empathy-First Experiments framework moving from assumptions to risk, evidence and hypothesis

Empathy-First Experiments

A preflight and hypothesis framework for designing better experiments by grounding test ideas in user belief, risk, upstream signals, evidence and decision rules.

Explore the framework
Graphic showing the C.O.R.P.S.E Triage framework across claims, offer, reality, proof, signals and entity

C.O.R.P.S.E Triage

A diagnostic framework for finding contradiction, proof gaps, offer confusion and trust failure across claims, offer, reality, proof, signals and entity.

Start the autopsy

What I work on

My work sits across UX research, experimentation, digital strategy and Corpus: a clarity and trust framework for the upstream web.

  • UX Research

    Qualitative research, usability, interviews and behavioural insight.

  • Experimentation

    Strategy, design and culture for meaningful testing.

  • Trust & Credibility

    Building confidence across content, experience and reputation.

  • AI-Shaped Discovery

    Understanding how AI and search shape perception and choices.

  • Upstream Optimisation

    Improving how organisations are understood before the click.

  • Speaker Coaching

    Helping experts turn messy ideas into clear, memorable talks.

See how I work

Speaking & writing

I speak, write and create practical resources about UX, experimentation, AI, trust, decision-making and the uncomfortable places where business reality leaks through the interface.

  • Conference talks

    Keynotes, panels and conference sessions.

  • Podcasts & interviews

    Conversations about UX, CRO, trust and the future.

  • Field Notes

    Observations from real digital experiences, bad forms, strange AI features, broken journeys and other interface crimes found in the wild.

  • Corpus Notes

    Short visual essays on trust, contradiction, proof, machine interpretation, AI-shaped discovery and upstream optimisation.

Browse everything

Independent projects

Side projects where I explore usability, health, language, systems and the strange places where digital experiences collide with real human life.

UX Anatomy

Practical, visual usability education exploring where interfaces fail, why they fail, and what teams can learn from the wreckage.

Menopause Awareness

Work-in-progress thinking around menopause, midlife, health, work and the systems that still treat women's reality as a footnote.

Also

Contribution & recognition

  • MentorMentoring through industry programmes and communities.
  • VolunteerSupporting events, initiatives and the UX/CRO community.
  • RecognitionSpeaker invitations, nominations and awards.
  • CommunitySharing knowledge, resources and practical help.
See full list

Speaker coaching

I help speakers and subject matter experts turn complex ideas into clear, compelling talks that connect.

  • Talk structure & storytelling
  • Slide narrative & visual clarity
  • Delivery, confidence & presence
  • Keynotes, conference talks and workshops
  • Cutting the waffle. Amplifying impact.
Work with me

Contact

For speaking, podcasts, coaching, consulting or collaborations, the easiest place to start is email or LinkedIn.