Candidate Knowledge Engine
Organize the candidate’s background, experience, values, endorsements and official campaign story into a maintained knowledge base.
OCS services
Candidate AI Readiness
Make your candidate's background, policies, and priorities easier for AI systems and voters to find and understand.
Practical services. Clear pricing.
Put clearer candidate information into practice with Website AI Readiness Optimization and managed campaign messaging. Explore service scope, pricing, and eligibility.
Does your campaign have a clear, verifiable information foundation?
The Candidate Knowledge Engine organizes campaign-approved information for AI, media, voters and campaign communications. It connects the diagnosis from Election GEO with the content and evidence needed for intervention.
Issue and policy information
Create clear candidate bios, issue pages, policy explanations, statements and FAQs using campaign-approved positions.
Sources and evidence
Map claims to evidence, maintain a source registry and organize supporting documents so facts can be checked.
Structured, machine-readable content
Use readable page structure, structured data and consistent information to support understanding by people and systems.
Video and short-form content
Translate approved information into scripts, videos and short-form material. Coordinate distribution through the messaging layer.
Content maintenance and approval
Keep facts and positions current, record updates and preserve response and escalation rules for sensitive questions.
From assessment to action
- 01Review existing candidate information and evidence.
- 02Structure the knowledge base and map claims to sources.
- 03Prepare approved pages, FAQs and content for publication.
- 04Agree on ownership, approvals and a maintenance schedule.
Explore existing capabilities
For social and video distribution, explore Messaging.
Talk to OCS
Tell us about your campaign and the information or execution gaps you want to address. We’ll agree on the scope before work begins.