Library

The Campaign Lab Library is a growing collection of what we’ve built and learned – from AI tools and field-tested guides to research briefings and campaign resources.

Everything here is made to be useful. Whether you’re running a local campaign, designing an experiment, or just looking for ideas, this is where we publish what might help others across the ecosystem.

Take what you need. Share what you can.

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Problem Addressed AI persuasion has become an increasingly important area of research in political campaigning. A growing body of academic work suggests that large language models and conversational AI may be capable of influencing opinions, increasing engagement, and changing behaviour under certain conditions. At the same time, modern elections are characterised by high levels of […]

Motivation and Methods Immigration consistently ranks as one of the issues of greatest concern among UK voters1. As Reform has gained momentum based on its messaging around this issue, being able to understand and respond to public opinion on this is an increasing priority. This article summarises findings from a larger report produced by Campaign […]

Project Link Problem Addressed Local Facebook groups are often a rich source of information for campaigners, providing insight into the issues, concerns and conversations shaping communities. While campaign teams frequently monitor individual posts and comments, doing so at scale is difficult. We wanted to explore whether AI-assisted social listening could help identify the issues people […]

Project Link Problem Addressed Collecting information and intelligence for campaigns, opposition research, and civic technology projects can be extremely time-consuming. Campaigners often need to monitor a wide range of news sources, websites, and publications to stay informed about developments relevant to their work. Recent advances in AI have created new opportunities to automate parts of […]

Problem Addressed Local journalism in the UK has been in long-term decline. Newsroom closures, consolidation, and cuts have left many communities with little or no dedicated local reporting. In some areas, residents now live in so-called “news deserts”, where there is no regular professional coverage of local affairs. At the same time, many people increasingly […]

At the final Campaign Lab Academic Series of 2025, we heard from Dr Katrina Lawall from the University of Reading. We often hear talk about helping support women entering office, but there is a problem that gets far less attention than recruitment: retention. Even where parties and civil society have made progress encouraging women to […]

In the tenth edition of the Campaign Lab Academic Series, Isolde Hegemann, a PhD researcher at the London School of Economics, presented early findings from a major new study examining how Republicans in the United States respond to different forms of fact-checking. Her work comes at a moment when the American information environment has shifted […]

The ninth entry of our Academic Series asked a deceptively simple question: how did Labour secure one of the largest post-war majorities in 2024 while winning a historically low share of the vote for a governing party? Professor Charles Pattie walked us through the mechanics of First Past the Post (FPTP) to explain why this […]