Shark.AI

AI Agents Library · Series A · 05/06

AI Content Agent

A team of AI agents researches, writes, fact-checks and publishes articles in your own voice — while your editor approves the topic, angle, outline, facts and final text of every piece.

Deploy this agent
  • For: Head of Marketing · Head of Growth · CEO
  • 2–4 weeks to production
  • $45K–95K est. annual savings
40–100

hours saved per month

$45K–95K

est. annual savings

2–4 wks

setup time

200–500%

ROI range, year one

Visibility needs a content drumbeat. Hand-writing every article eats the week.

Useful articles and posts are what Google and AI answers reward — but writing them by hand takes the time and budget of a content team, and raw AI drafts miss your expertise, your facts and what customers actually search for.

How it works

From keyword to published asset.

A team of specialist agents — research, angle, writing, editing, fact-checking — with your editor gating every step.

Research agentRuns keyword and competitor research and loads your company facts into every brief.
Angle agentCrystallizes the angle and key messages in your brand voice; plans the outline.
Writer agentDrafts the article section by section from the approved outline.
Editor agentFixes consistency and repetition, humanizes the wording, adds links and visuals.
Fact-check agentExtracts every claim and verifies it against reliable sources on the web.
Your editorApproves the topic, angle, outline, facts and final text before anything publishes.

Representative workflow — topics, tone and cadence are configured to your brand during deployment.

Stage by stage

Nine stages per article: from idea to published.

AI agents run the research, drafting, fact-checking and search setup. Your editor gates the topic, angle, outline, facts and final text — nothing publishes without approval.

Inputs
Ideas database
Topicoptional
Editor notesoptional
Language / regionoptional
  1. Stage 01

    Brief

    Editor approves the topic
    • Choose the topic using search terms, leading results and sources
    • Add relevant facts from your knowledge base
    • Region-specific: every query targets your market
  2. Stage 02

    Angle

    Editor approves the angle
    • Crystallize the angle — audience and main point
    • Apply your brand voice rules
    • Select the key messages the article must land
  3. Stage 03

    Outline

    Editor approves the outline
    • Plan headings and key points
    • Decide what the article needs to cover
    • Select the keywords each section targets
  4. Stage 04

    Draft

    • Write sections in parallel, following the approved outline
    • Iterate until every key point is covered
  5. Stage 05

    Edit

    • Fix mistakes, repetition and contradictions
    • Humanize the wording so it reads naturally
    • Make the article read as one piece
  6. Stage 06

    Visuals & links

    • Add relevant images and charts
    • Link to your pages and supporting articles
    • Cite external sources
  7. Stage 07

    Fact-check

    Editor approves the facts
    • Extract every factual claim from the draft
    • Verify claims against reliable sources on the web
    • Remove claims that lack support
  8. Stage 08

    Search setup

    • Search titles and descriptions
    • Structured data and clear answer-first formatting
    • Built for Google and AI answers alike
  9. Stage 09

    Publish

    Editor approves the final text
    • Your editor approves the final article
    • Publish, track performance and update as needed
Feeds every stage
Company knowledgebase
  • Company facts
  • Brand voice
  • Website pages
  • Editor notes
Agent tools
  • Web search
  • Site crawl
  • Content extraction
  • RAG retrieval
  • Infographics

Representative workflow — topics, tone and cadence are configured to your brand during deployment.

Behind the pipeline

Topics come from continuous research, not guesswork.

Four background processes run before and alongside generation — so every article aims at real demand instead of a guessed keyword.

Runs continuously

Company research

Reviews your site for services, selling points, company facts, audience and writing style.

Runs continuously

Company knowledge

Organizes your content and editor notes into a searchable knowledge base the agents write from.

Runs continuously

Search & competitors

Tracks customer searches and competitor content to find useful topics you have not covered.

Runs continuously

Topic selection

Ranks article ideas by potential value — your editor approves the plan.

All content targets your readers, in your language and region.

Why it doesn't read like AI text

Brand voice and verified facts, at every stage.

The pipeline is built so the output carries your expertise, not a generic template.

  • 01Company facts in every section — RAG pulls company-specific data from your knowledge base while agents write
  • 02Real search results shape the piece — structure, angle and depth follow demand, not a template
  • 03Brand voice rules applied — checked at the angle, draft and edit stages
  • 04Every claim fact-checked — unsupported statements are removed before you ever see the draft
  • 05Humanized wording — edited to read naturally, then approved by your editor

Business outcomes

What changes for your marketing.

3–4× content output

Multiply output without adding headcount.

Visible in Google and AI answers

Answer-first pages built to be cited by ChatGPT, Perplexity and AI Overviews.

E-E-A-T built in

Claims backed by verifiable sources — the trust signals search engines and AI answers reward.

~60% lower cost per asset

Cost per asset down roughly sixty percent versus agency or freelance.

What we need from you

Deploys on the channels you already run.

  • 01Brand guidelines & sample writing
  • 02Search Console + GA4 access
  • 03Blog publishing access
  • 04One expert editor, 2–3 hrs a week

Next step

A content engine that doesn't burn out your marketer.

The Content Agent keeps the drumbeat your pipeline needs — researched, drafted in your voice, fact-checked and approved by humans before anything ships.

Or browse the full library to compare agents.