From market signal to cited, ranking pages
Most teams bolt GEO onto finished content and stitch SEO together from six tools and a spreadsheet. Modulyn runs both as one pipeline, where every stage feeds the next — and the AI-answer strategy is baked in from research, not retrofitted at publish.
Every topic gets a research bank
Before a single word is written, each topic cluster is researched against the live SERP: who ranks, what people ask, which statistics are worth citing, and the angle that wins. That research follows the page through the brief and into the draft — it never dies in a report.
- Top-ranking pages and competitor coverage per topic
- People-Also-Ask and AI questions to answer
- Sourced statistics ready to cite
- A recommended angle based on SERP gaps
An agent that researches while it writes
The writing agent doesn't work from a static prompt. Mid-draft, it decides what it needs to know and goes and gets it: fresh facts from the live web, and first-party facts from your own site's indexed knowledge base — your products, pricing, and terminology, retrieved and cited.
- Live web research for current facts and figures
- Your site, crawled and indexed as a private knowledge base
- First-party claims grounded in your actual pages
- Internal links planned with real anchor text to live URLs
Every page is scored before it ships
Drafts are validated against the brief, not vibes: does the page open with an extractable answer, cover the target questions, mention the right entities, cite real statistics, and link the right pages? High-severity failures trigger an automatic rewrite loop — and the scorecard stays in the editor so you can see exactly where every page stands.
- Direct-answer opening enforced for AI answer engines
- Question, entity, and citation coverage measured on the live draft
- Automatic fix loop rewrites failing sections
- Article, FAQPage, and HowTo JSON-LD emitted at publish
SEO & GEO questions, answered
An SEO pipeline is an end-to-end system that turns market research into published, optimized pages: keyword research, SERP analysis, topic clustering, content briefs, writing, quality checks, and publishing with structured data. Modulyn runs every stage with AI agents instead of a patchwork of tools.
AI writers start at the blank page. Modulyn starts at the market: it validates keywords against live Google results, researches every topic, plans the page in a brief, writes with sourced evidence, and then scores and fixes the draft against SEO and GEO checks before anything ships.
SEO earns rankings and clicks in traditional search results. GEO (Generative Engine Optimization) earns citations and mentions inside AI-generated answers from tools like ChatGPT, Perplexity, and Google's AI Overviews. Modulyn plans and validates content for both in the same pipeline.
AEO structures content so answer engines can extract and quote it: a direct answer to the primary question in the opening, self-contained passages, FAQ and how-to blocks backed by FAQPage and HowTo structured data, and claims tied to named sources. Modulyn bakes AEO requirements into every brief and enforces them in the quality gate.
Yes. Your site is crawled, chunked, and indexed into a private knowledge base. The research agent queries it while writing, so your pages are grounded in your own products, pricing, and terminology — with your existing pages linked from new content.
Every draft is scored against the brief: does it open with an extractable answer, cover the target questions, mention the right entities, include cited statistics and planned internal links? High-severity failures trigger an automatic rewrite loop, and the scorecard stays visible in the editor afterward.
See a full pipeline run on your market
From your website and keywords to a published, schema-ready page — watch the whole pipeline run end to end, grounded in your own site.