Turn every AI search opportunity into content AI can cite
flowgen does not stop at a report. Content Agent turns each GEO gap into a page, FAQ, comparison, product or industry page, brief or structured data.
It builds the brief from Brand Knowledge (in flowgen Brand Intelligence), drafts the piece, checks its GEO structure and hands the approved piece to flowgen Channel Agent.
Start from an opportunity, not a blank page
Content Agent starts from what flowgen GEO Insight and flowgen Prompt Demand found: a question where you are not cited, a comparison a competitor wins, a statement AI gets wrong, a message AI leaves out. Pick one and Content Agent opens a brief.
A brief built from verified brand facts
Each brief lists the questions to answer, the product facts to use from Brand Knowledge, the competitors AI already pairs you with, and the format that fits: guide, FAQ, comparison or product page fix.
From brief to draft, then a GEO structure check
Content Agent drafts only from the verified facts in Brand Knowledge. A fact that is missing is marked for confirmation, never filled in. The draft is then checked for GEO structure: a direct answer, clear headings, an FAQ block and structured data, before a person approves it.
Review, ask for changes, approve
Ask Content Agent to change the draft in plain language, see which facts are verified and which still need confirmation, and approve it. Nothing goes to flowgen Channel Agent without a person’s approval.
See what each piece changed
After flowgen Channel Agent publishes, flowgen Analytics pins each piece to the chart: visibility rank, score and citation share before and after. The next brief starts from that evidence.
What Content Agent creates
Every format starts from the same brief, uses only Brand Knowledge and passes the same GEO structure check before a person approves it.
Existing page optimization
Rewrite the pages you already have so AI finds a direct answer, clear headings and the facts stated the way Brand Knowledge has them.
FAQs
Answer the questions customers ask AI that your site does not answer yet, one question and one short sourced answer at a time.
Comparison pages
The same criteria for every product, written from Brand Knowledge, so AI can compare you fairly instead of quoting a competitor’s table.
Product pages
State each spec the way Brand Knowledge has it, so AI stops getting runtime, price or compatibility wrong.
Industry pages
Explain what you do for each industry in the words customers use when they ask AI about it.
Glossary
Define the terms of your category so AI quotes your definition when a customer asks what something means.
Buying guides
Guide the decision from the first question to the shortlist, with your product compared on the criteria that matter.
Content briefs
Questions, facts, competitors and format in one brief that a writer or an agency can work from directly.
Structured data / schema
FAQ, Product, Organization and Article markup written from the approved page, so AI reads the same facts a person does.
SEO + GEO optimization
One structure check for search engines and answer engines: direct answer, headings, FAQ block, structured data and consistent facts.
Frequently asked questions
What is flowgen Content Agent?
flowgen Content Agent is the create step of flowgen. It turns an opportunity found by flowgen GEO Insight, Prompt Demand or Brand Intelligence into a brief, a draft written from Brand Knowledge, and a piece ready for approval and handoff to flowgen Channel Agent.
What kinds of content can Content Agent create?
Optimized versions of existing pages, FAQs, comparison pages, product pages, industry pages, glossary entries, buying guides, content briefs and structured data. Every piece goes through the same GEO structure check.
How is Content Agent different from a general AI writer?
A general writer starts from a prompt. Content Agent starts from a measured opportunity and from the verified facts in Brand Knowledge, and structures the result so AI can cite it.
Does Content Agent invent facts?
No. Drafts use only the verified facts in Brand Knowledge. When a fact is missing, the draft marks it for confirmation instead of filling it in.
What does the GEO structure check look at?
Whether the page answers the question directly, has clear headings and an FAQ block, carries the right structured data, and states each fact the way Brand Knowledge has it.
Does Content Agent publish content?
No. Content Agent prepares content for approval. A person approves each piece, and publishing happens through flowgen Channel Agent.
What Content Agent starts from
Every brief begins with an opportunity flowgen measured and the facts flowgen verified.
Turn a missing AI citation into a page worth citing
Find the gaps. Create the content. Measure the change.