Search is becoming answers. Own both.

Your buyers ask ChatGPT before they ever click a result. Modulyn's eight AI agents build content that ranks in Google and gets cited in AI answers — end to end, from your own website.

See the pipeline
01Research & strategy

Thousands of signals. One strategy.

The Research and Strategy agents validate keyword demand against live Google results, map competitor gaps, and group everything into topic clusters you can actually own.

Keyword demandLive SERP validationCompetitor gapsAI question clusters
02Brief & write

Every cluster becomes a page — with the answer built in.

Each brief sets the question to answer in the first lines, the evidence to cite, and the links to place. The Writer builds it block by block from your own site, then the Editor scores it before anything ships.

Answer-first structureEntities & evidenceInternal linksSchema included
03Expand & ship

One approved page. A whole campaign.

The flagship asset expands into channel-ready derivatives, lands on a rollout calendar, and publishes to WordPress, Webflow, LinkedIn, X, and Meta — without leaving the workflow.

How it works
Why Modulyn

Marketing changed. Buyers get answers before they click, and AI writers made content cheap. What still wins is the right page, built on real evidence, shaped so search engines rank it and answer engines cite it. That is the job Modulyn's agents do.

Your buyers get answers before they click

ChatGPT, Perplexity, and AI Overviews answer the question on the results page. If your content isn't the source they cite, you're invisible — even when you rank.

More content, less traffic

Teams produce faster than ever with AI writers — and get less back, because volume without strategy, evidence, and answer structure doesn't earn rankings or citations.

Six tools and a spreadsheet is not a system

Keyword tool, SERP tool, brief doc, AI writer, editor, CMS — every handoff loses the strategy. What gets published rarely matches what the research said to build.

8
Specialist AI agents on every run
6
Stages from site crawl to publish
2,828
Keywords evaluated in one real production run
5
Publishing destinations: WordPress, Webflow, LinkedIn, X, Meta
One run, end to end

From your website to a cited, ranking page

Not a writing tool with steps bolted on — one pipeline where the research decides the strategy and the strategy writes the brief.

01Start from your website

The pipeline learns what you have

Agents crawl and index your site page by page — content, structure, quality — so every decision that follows starts from your reality, not a blank keyword list.

Site Discovery & Content Audit
acme.com · last crawled 2 hours ago
RefreshCrawl complete
Pages found 5
Crawled 4
Skipped 1
Avg. content score68
PageStatusWordsH1MetaScore
AI Content Workflow for Teams
/product/ai-content-workflow
crawled2,14088
Campaign Automation Guide
/blog/campaign-automation-guide
crawled3,42092
Features — Your Brand
/features
crawled68054
Pricing — Your Brand
/pricing
crawled41042
Terms of Service
/legal/terms
skipped——
Strong (80+)
Needs work (60–79)
Weak (<60)
Feed into strategy pipeline →
02Find the topics you should own

Thousands of keywords, validated against live Google

Keyword demand, competitor gaps, and real SERP data become topic clusters with a research bank per topic: who ranks, what people ask — including AI assistants — and the angle that wins.

Marketing Strategy Pipeline
42 keywords → 3 clusters → 4 page plans
Strategy ready
Market Signals→Keyword Research→Topic Clusters→Page Plans→Content
Keyword Opportunities
KeywordVolumeDifficultyTrendIntent
ai content workflow
2,400
34
↑Commercial
marketing automation platform
8,100
72
↑Commercial
campaign management tool
4,600
58
→Commercial
ai seo content strategy
1,900
28
↑Informational
content repurposing software
1,200
22
↑Commercial
multi-channel content publishing
880
19
→Commercial
Topic Clusters
AI Marketing Platform
3 pages
Create New
Content Strategy & SEO
4 pages
Optimize
Multi-Channel Publishing
2 pages
Create New
Execution Queue
P0
AI Content Workflow for Marketing Teams
FlagshipPlanned
P1
How to Build a Content Strategy with AI
SupportingPlanned
P1
Campaign Automation vs Manual Publishing
ComparisonPlanned
P2
Content Repurposing: One Source to 30+ Assets
SupportingPlanned
03Brief with the answer built in

Every page gets an answer contract

The brief defines the question the page must answer in its first lines, the facts worth citing, the entities to cover, the internal links to place, and the structured data to ship with.

Turn the opportunity into an execution plan
Search promise, audience, differentiation, CTA, and rollout context in one handoff.
TemplateRequired
Campaign PackSEO PageLanding PageLifecycle EmailSupporting ArticleMore...
Build a flagship page and campaign around AI content workflow for marketing teams. Position against generic AI writers. Search promise: move from market signals to approved content and rollout. Include differentiation, CTA direction, and supporting channels...
Market contextBrand inputs
Generate plan
04Written from your own pages

The writer researches while it writes

Live web sources for fresh facts, your own site's knowledge base for first-party claims — the draft is built block by block, grounded and editable, never a wall of AI paste.

Block-level content editor
Every block is editable, regenerable, and AI-actionable
🖼️
#1IMAGE
Hero visual concept: campaign system
EditRegenAI
📝
#2RICH TEXT
From market signals to campaign-ready content
EditRegenAI
📊
#3CHART
Opportunity score by topic cluster
EditRegenAI
🔀
#4DIAGRAM
Strategy -> plan -> rollout workflow
EditRegenAI
📋
#5TABLE
Channel rollout and CTA matrix
EditRegenAI
📌
#6CARD
Publishing destinations and timing
EditRegenAI
05Scored like an answer engine reads it

A quality gate, not a vibe check

Direct-answer opening, question coverage, entities, citations, internal links — every draft is scored against the brief, and failing checks are rewritten automatically before anything ships.

Quality Review
Pending
CRITIC3 items
Critic Check
FIXEDWeak opening hook
FIXEDTransition gap between sections
VALIDATION2 items
Validate
PASSCompleteness check
PERSONA5 items
Persona Check
STUDENT perspective
MEDIUMFIXED
Cognitive overload
Too text-heavy for target age group
FixIgnore
06Expand and ship everywhere

One approved page becomes a campaign

The flagship asset expands into channel derivatives on a rollout calendar, then publishes to WordPress, Webflow, and social — with Article and FAQPage schema included automatically.

Content Plan
1 primary · 40 total outputs · Day 0 → Day 6
RefreshRegenerate
📄blogsAnchor
How AI-Powered Workflows Cut Campaign Launch Time by 60%
✓ succeededPreviewEdit
Content Outputs (19 included · 39 total)
X ThreadMicro✓2Day 1
Ad CopyConversion✓3Day 2
LinkedIn PostsSocial✓3Day 1
Email SequenceNurture✓4Day 3
One real production run
73 pages indexed·2,828 keywords evaluated·2,300-word article grounded in the client's own pages·6 internal links placed·schema-ready in minutes
Meet the team

Your marketing team, multiplied.

Eight specialists, each with one job and a clear handoff — the way a great in-house team works, without the coordination tax. You approve at every checkpoint.

Meet all eight agents
Agent 01 / 08
Works like your
Marketing Analyst
Market Intelligence

Research Agent

Finds what matters before you start creating.

Analyzes keyword demand, competitor coverage, SERP positioning, trend signals, and search intent so the team knows where the real opportunities are — not just the loudest ones.

  • Keyword opportunity scoring with volume, difficulty, and trend data
  • Competitor gap analysis across ranked pages and topic overlap
  • SERP feature detection and intent classification
Agent 02 / 08
Works like your
Head of Content
Content Strategist

Strategy Agent

Decides what to create, optimize, or skip.

Clusters related opportunities into topic groups, maps them to page types and funnel roles, and produces prioritized page plans so the team builds the right things in the right order.

  • Semantic topic clustering with intent alignment
  • Page-level decisions: create new, optimize, merge, or skip
  • Funnel stage assignment and internal link architecture
Agent 03 / 08
Works like your
SEO/GEO Specialist
AI Answer Optimization

GEO Agent

Makes your content the answer AI engines cite.

Optimizes every page for Generative Engine Optimization (GEO) and Answer Engine Optimization (AEO): the questions people ask AI, direct extractable answers, citation-worthy facts, entity coverage, and the structured data that makes pages quotable by ChatGPT, Perplexity, and Google's AI Overviews.

  • AI question research: what users ask ChatGPT, Perplexity, and AI Overviews
  • Direct-answer enforcement so every page opens with a quotable answer
  • Citation-worthy statistics and entity targets planned into each brief
Agent 04 / 08
Works like your
Senior Content Writer
Content Creator

Writer Agent

Builds the core asset, block by block.

Generates the flagship page or campaign anchor as structured, editable content blocks — with optional web research, image generation, and section-level control so the team shapes the asset instead of accepting a single draft.

  • Block-by-block content generation with per-section editing
  • Web research integration for source-grounded writing
  • Image, chart, and diagram block generation
Agent 05 / 08
Works like your
Senior Editor
Quality Reviewer

Editor Agent

Reviews and strengthens before anything ships.

Runs three specialist review passes — Critic, Validation, and Persona — producing structured issues with precise locations, severity levels, and bounded fix plans. Then revalidates after fixes to ensure nothing ships half-done.

  • Critic review: structure, flow, clarity, and depth analysis
  • Validation review: completeness, consistency, and publish readiness
  • Persona review: audience fit from buyer and operator perspectives
Agent 06 / 08
Works like your
Graphic Designer
Visual Content

Design Agent

Creates visuals so every piece looks the part.

Generates images, diagrams, charts, and social graphics tailored to each content block and channel format — so the team ships visually complete campaigns without waiting on design queues.

  • AI image generation for blog heroes, social posts, and ads
  • Diagram and chart creation from content context
  • Channel-specific format sizing and adaptation
Agent 07 / 08
Works like your
Campaign Manager
Campaign Operations

Campaign Agent

Plans the rollout so nothing ships by accident.

Takes the approved source asset and expands it into a full campaign system — derivatives for every channel, a day-by-day rollout calendar, and selective regeneration so the team controls what scales.

  • 30+ derivative generation from one approved source
  • Day-by-day rollout calendar with channel pacing
  • Selective regeneration of individual derivatives
Agent 08 / 08
Works like your
Distribution Manager
Channel Distribution

Publisher Agent

Ships to every channel without leaving the workflow.

Pushes approved content to connected CMS platforms and social channels so the path from approved asset to live execution stays inside one system instead of breaking into manual handoffs.

  • WordPress and Webflow CMS publishing
  • LinkedIn, X, and Meta social distribution
  • Campaign calendar integration for coordinated timing
The workspace

The full workflow, one screen

Outline, write, review, and publish — without switching tools.

AI Content Workflow for Marketing TeamsPending
Draftv30Save
AuthorSettingsRepurposeKBAssessmentsPublish
Campaign outline
Search Promise and Flagship Narrative
PreviewRegenerate
Search
Rank in results
Target keyword
Optimized page
Click and session
AI Answers
Get cited in responses
Question-shaped intent
Cited passage
Brand mention or recommendation
One workflow powers both
Discovery
Brief
Content
QA
SEO + GEO

Built to rank and get cited

Traditional SEO wins rankings and clicks. Generative Engine Optimization (GEO) gets you inside AI-generated answers. Modulyn handles both in one workflow by shaping research, briefs, structure, evidence, and QA around how search and answer engines retrieve content.

  • AI question clusters and comparison prompts in discovery
  • Briefs that define answer blocks, FAQ opportunities, and evidence needs
  • Answer-first structure, comparison tables, and citation-ready passages
  • QA checks for clarity, evidence, entity consistency, and AI visibility readiness
Content quality

Content that feels planned, not AI-pasted

Most AI tools stop at generating paragraphs. Modulyn plans the structure first: a stronger opening, cleaner transitions, a sharper closing CTA, and FAQ coverage that supports search intent instead of padding word count.

  • Hooks early without teaching everything in the intro
  • Builds section by section instead of repeating the same idea
  • Uses transitions, examples, and synthesis with intent
  • Ends with CTA and FAQ blocks that actually do a job
Blog outline
keyword-led structure
H1primary keyword
AI Content Workflow for Marketing Teams
Intro paragraph
hook early + promise + natural keyword placement
H2
Why most AI content feels generic
H3
Transition into the next section
no repeated point + clean bridge forward
CTA
clear next step
FAQ
search-intent follow-up questions

Replace a stack of tools with one platform

Stop juggling SEO tools, AI writers, design apps, spreadsheets, and schedulers. Estimate your savings.

Keyword research
SERP validation
Topic clustering
Page planning
SEO & GEO briefs
Content writing
Image generation
Brand review
Keyword research
SERP validation
Topic clustering
Page planning
SEO & GEO briefs
Content writing
Image generation
Brand review
Campaign calendar
Channel cadence rules
WordPress
Webflow
LinkedIn
X
Meta
Article & FAQPage schema
Campaign calendar
Channel cadence rules
WordPress
Webflow
LinkedIn
X
Meta
Article & FAQPage schema
// faq

Common questions

General

ChatGPT generates text in a single turn. Modulyn deploys eight specialized AI agents — Research, Strategy, GEO, Writer, Editor, Design, Campaign, and Publisher — that handle the full pipeline from market signal to shipped campaign. Content is researched against live search results, optimized to be cited in AI answers, reviewed in three specialist passes with bounded fix loops, and published with structured data — not a draft that still needs an editor and an SEO pass.

Yes. Modulyn generates content from your own source materials — brand guides, product docs, research, existing content, and knowledge bases. Your context is compiled once and reused with provenance across the workflow, so every output reflects your knowledge, not generic LLM assumptions. Content cannot be traced to external sources because it is grounded in what you provide.

Yes — at every stage. Every block in the output is individually editable and regenerable. You can edit directly, regenerate with custom instructions, or re-run specialist review on any section. You always have full control over the final output before anything is published.

Yes. This is core to how Modulyn works. You upload brand guides, tone-of-voice documents, product specs, research, policies, or any supporting material. Modulyn compiles them into governed context used across the entire workflow. Source precedence is enforced — content-level context overrides project-level, which overrides tenant-level — so the right material always wins.

Yes. Content type, delivery format, difficulty level, reading level, block sequence, section structure, and assessment policy are all configurable before generation starts. You can define custom templates, block blueprints, and output structures to match how your team ships content.

Yes. Modulyn publishes directly to WordPress and Webflow — with Article, FAQPage, and HowTo structured data (JSON-LD) emitted automatically — and distributes to LinkedIn, X, and Meta. Exports include PDF, DOCX, HTML, and structured formats for email and other platforms. API access is available for teams with custom integration requirements.

Platform

Research Agent scans keyword demand, competitor coverage, and live SERP signals. Strategy Agent clusters opportunities into page plans and execution roadmaps. GEO Agent optimizes for AI answers — target questions, direct-answer openings, citation-worthy facts, and structured data. Writer Agent generates the source asset block by block, researching the web and your own site's knowledge base as it writes. Editor Agent runs three specialist reviews with bounded fix loops. Design Agent creates images, diagrams, and channel graphics. Campaign Agent expands approved content into 30+ derivatives with a rollout calendar. Publisher Agent ships to WordPress, Webflow, LinkedIn, X, and Meta.

Yes — that's the GEO layer of the pipeline. Every topic is researched for the questions people ask AI assistants, every brief defines the direct answer the page must lead with, and every draft is scored on citation readiness: extractable answers, sourced statistics, entity coverage, and FAQPage/HowTo structured data. The goal is being the source AI engines cite, not just a page that ranks.

A full campaign — anchor asset, quality review, and the channel derivative set — is typically ready in one production run, usually minutes per asset depending on depth. The strategy build (keyword universe, SERP validation, topic research, and briefs) runs once per project and keeps feeding every campaign after it. Generation time scales with content depth, not team size.

Direct CMS publishing to WordPress and Webflow with structured data included, social distribution to LinkedIn, X, and Meta, plus PDF, DOCX, HTML, and video (MP4) with AI voiceover. Rich media assets including slide decks, social graphics, and video scripts are generated as part of the pipeline.

Yes. Modulyn is built for team workflows — multiple contributors can work on the same project, with human-in-the-loop checkpoints at key stages (plan review, objective sign-off, quality fix approval, and final publish). Role-based access and approval workflows keep the right people in control at each stage.

You can book a 15-minute demo to see the full pipeline in action with your own use case. Alternatively, you can get started directly at portal.modulyn.ai. No long-term contract is required — you can cancel anytime.

Ship campaigns, not tool handoffs.

Bring one website and one goal. Leave with a strategy, approved pages, and a campaign on the calendar.

See how it works