How PolicySignal Works

Managing community input is one of the hardest problems for leaders and representatives. Town halls capture the loudest voices. Surveys return oversimplified yes/no answers. Email inboxes overflow without structure. PolicySignal replaces all of that with a platform purpose-built to turn constituent opinion into actionable intelligence.

When users engage on PolicySignal, they don't just tap a button — they endorse a specific, written policy position and attach their reasoning to it. That means every data point you receive comes with context, not just a number.

A Forum is your engagement space — the container for all the policy discussions you want to have with your constituents. You can create forums that are public (open to anyone) or private (invitation-only), depending on the sensitivity and scope of the issue.

Within each forum, you define Policy Areas — the specific issues you want input on. Each area might represent a budget line, a proposed ordinance, a community initiative, or any other question where constituent input matters.

You don't have to write all the policy positions yourself. Users can submit their own Policy Statements — fully articulated positions with a title, a claim, and supporting premises. This means the platform surfaces options you may not have considered, directly from the people you represent.

Each statement includes supporting premises — the reasons behind the position. When participants endorse a statement, they can also upvote or reject individual premises, telling you not just what they believe but why.

The Analytics dashboard is designed specifically for officials who need to act on constituent data. It gives you:

• Endorsement breakdowns — see exactly how your members are distributed across competing positions, and how that distribution has changed over time.
• Endorsement flow — track how many people switched to or from each position, giving you a dynamic picture of opinion in motion, not just a static snapshot.
• Time-series data — watch endorsement curves grow over time to understand momentum, inflection points, and the effect of public events on constituent opinion.
• Premise Consensus heatmap — a cross-tabulation showing which supporting arguments are shared across competing coalitions. When people who disagree on the outcome share the same reasoning, that's common ground worth acting on.
• Minority positions worth noting — automatically surfaced positions that have few endorsers but whose underlying reasoning has been upvoted by people backing competing statements. These are the minority views most likely to represent latent common ground.
• AI-powered analysis — position clusters group semantically similar statements together, and shared reasoning themes identify the arguments that cut across coalitions. Refreshable on demand as new data comes in. Choose between Claude and Gemini analysis.

Every individual policy statement has its own analytics widget, visible only to you and your team. At a glance you can see what share of total endorsements that position holds, the overall participation rate for the policy area, and the endorsement flow — how many people moved toward or away from that position.

PolicySignal is powered by leading AI models — currently Claude (Anthropic) and Gemini (Google) — and lets you choose which provider processes your community's data. More providers and models will be added over time.

This matters for organizations that have preferences or policies about which AI vendors they work with. A municipal government cautious about a particular provider, a professional association with data governance requirements, or simply a manager who has done their own research and formed an opinion — all of them can use PolicySignal without having to accept a vendor choice they didn't make.

Model selection is managed in your account settings and applies across all your forums.

Forums support a full membership management system. You can invite participants directly by email, review pending invitations, and manage membership roles. For private forums, you control who gets access. For public forums, the platform handles open enrollment automatically.

As a forum manager, you can build a public-facing profile page that users can view before joining your forum. You can add a photo, bio, title, contact information, and a description of the policy work you're engaged in — giving participants the context they need to trust and engage with your process.