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.
Entries to show:
More options
Application area:
Helpful for:
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 […]
- Who's this helpful for: Campaigners, Researchers
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 […]
- Who's this helpful for: Campaigners, Journalists, Researchers
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 […]
- Who's this helpful for: Campaigners, Journalists, Members of parliament, Researchers
- Tool
- Feed News
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 […]
- Who's this helpful for: Campaigners, Journalists, Researchers
- Blog
- Greying Gap
It is well established that older people tend to vote conservative, and this holds strongly in the UK: from 2017, age has replaced class as the primary voting indicator, and the gap between the voting preferences of older and younger people continues to grow. In this Academic Series event, Dr Laura Serra joined us to […]
- Who's this helpful for: Campaigners
Political parties increasingly rely on sympathisers becoming activists – spreading messages, donating money, and volunteering time. However, activism is inherently costly in time and money to the individual, leading modern parties to an important question: how can parties turn sympathy into action? Francisco (Paco) Tomas-Valiente is a PhD student studying how parties use moral rhetoric […]
- Who's this helpful for: Campaigners, Members of parliament, Researchers
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 […]
- Who's this helpful for: Campaigners, Journalists, Members of parliament, Researchers
- Tool
- Ward Watch
Project Link Problem Addressed It can be difficult to keep track of all developments at a ward level. Its critical to have up to date info if you are researching your opposition to understand where they have failed, or a local campaigner trying to identify key achievements to build a hyper-local campaign. Approach & Implementation […]
- Who's this helpful for: Campaigners, Journalists
Project Link Problem Addressed Unions do incredible work, but it can be hard to keep track of the wide range of concrete wins they deliver for their members. Approach & Implementation Campaign Lab volunteer Chris Owen built this tool to address these challenges. It uses AI to surface and monitor union wins, displaying them in […]
- Who's this helpful for: Campaigners, Journalists
Executive Summary This report details the findings of a Randomized Controlled Trial (RCT) conducted during the Leamington Clarendon local by-election. The study sought to test whether presenting Labour-likely voters with specific, ward-level local issues (such as pothole repairs and planning permissions) would increase voter turnout. Despite a small-scale yet well-executed deployment, the intervention yielded no […]
- Who's this helpful for: Campaigners