Find forum questions
Find Reddit and Quora questions related to a published page.
Distribute
Seed Agent
Distribution Asset Engine
Seed helps published content reach the places where real users are already asking related questions.
Product animation
A published page becomes distribution assets.
Seed matches forum questions to page sections, drafts helpful answers, and creates social post concepts for review.
Questions
Reddit question Quora question Matched page sectionPublished page
Page knowledge Helpful answer draft Helpful answer draftCore capabilities
What this layer does.
It finds relevant Reddit and Quora questions, drafts helpful answers for human review, and repurposes each published page into Pinterest and Instagram post concepts.
Match page sections
Match forum questions to the most relevant sections of the page.
Generate answer drafts
Create helpful, context-aware answers for human review before posting.
Create Pinterest ideas
Generate Pinterest post ideas with image direction and captions.
Create Instagram concepts
Prepare Instagram post concepts with visual direction and text.
Repurpose one page
Turn a single published page into multiple distribution-ready assets.
Operating boundary
Inputs and outputs.
Each layer has a clear role so research, planning, review, publishing, and optimization stay auditable.
Primary input
Published page, page sections, target platforms, relevant Reddit and Quora questions, and brand context
Primary output
Reviewed answer drafts, Pinterest post ideas, Instagram concepts, captions, visual directions, and a ready-to-post queue
Next step
Ready to build sovereign authority?
Apply for the next Lumenario cohort and see where your brand can become the default answer.