AI Search Visibility

Voters do not just search anymore. They ask. They ask ChatGPT who is running for city council. They ask Google's AI who the candidates are and what they stand for. The answer those engines give comes from somewhere, and if it does not come from you, it comes from your opponent, a news archive, or nothing at all.

Your campaign, machine-readable

Every page we publish carries structured data that tells search and answer engines exactly who you are: candidate, office, district, election date, positions. We publish the emerging AI-discovery files (llms.txt and markdown endpoints) that AI crawlers look for, so your campaign is served to them in the format they prefer.

We watch the crawlers so you don't have to

Our engine logs every AI crawler that touches your site: ChatGPT, Claude, Perplexity, Google, Bing, Meta, all of them. You see which engines are reading your pages and which pages they read most. This is not guesswork or a vendor's estimate. It is your own server's logs, and almost nobody else in local politics is even looking at them.

The incumbent advantage, before you're the incumbent

Answer engines favor established, well-cited sources. We build that footprint early, so by election day the machines already treat your campaign as the authority on your race. Your opponent will be trying to catch up in the last six weeks. That race is already over.

Start your campaign intake and we will show you what the engines currently say about your race.