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One keyword in.
Publish-ready content out.

Every piece of content runs through the same research, production, and review pipeline. Here's exactly what happens at each step.

1

AI Search Analysis

Queries AI search engines (Google AI Overviews, Perplexity, ChatGPT) to see which sources get cited for your keyword. Maps who's being referenced, identifies coverage gaps, and surfaces opportunities to earn citations in AI-generated answers before writing begins.

PRODUCES

A map of who's cited in AI results and where you can earn citations

2

SERP Research

Pulls search intent classification, People Also Ask questions, autocomplete suggestions, and related keywords from professional keyword data providers. Runs parallel deep web research to gather current facts, statistics, and expert perspectives with verified source citations.

PRODUCES

A research dossier with intent data, questions, and sourced facts

3

Crawl Competitors

Crawls the top-ranking competitor pages for your keyword using an automated browser. Extracts full content, heading hierarchy, word counts, internal link patterns, and structural elements that aren't visible from SERP data alone. Only pages that pass content quality checks are used.

PRODUCES

Full content analysis of top-ranking pages with gap identification

4

Content Brief

Synthesizes all research from phases 1 through 3 into a structured content brief. Includes recommended title, target word count, heading structure, key topics to cover, angles competitors miss, and a hero image prompt. The brief is the single source of truth the writing phase follows.

PRODUCES

A complete brief with structure, topics, and a hero image prompt

5

Writing + Media

Two tasks run in parallel: the production engine writes the full article following the brief, while the media pipeline fetches relevant YouTube videos and generates a hero image from the brief's prompt. Once both finish, the article is updated with the hero image and embedded video content.

PRODUCES

A complete, media-enriched draft ready for linking and review

6

Internal Linking

Searches the brand's published content and crawled site pages using semantic embeddings to find the most relevant internal link candidates. An AI agent reads the article and inserts contextual internal links at natural anchor points, skipping any that would feel forced.

PRODUCES

An article with contextual internal links added from your existing content

7

Editorial Review

Scores the draft across 8 dimensions: overall quality, SEO, factual integrity, readability, brand voice alignment, AI search optimization, brand relevance, and information gain. If the score falls below the approval threshold, the article is automatically sent back to the writing phase with specific feedback.

PRODUCES

A scorecard with quality ratings across 8 dimensions and a pass/revise verdict

After the pipeline

Human Review

Every article lands in an approval queue. Your editor reviews the draft, the research artifacts, and the review scorecard, then decides to approve, request changes, or reject. Nothing publishes without a human sign-off.

Inline Editing

Before approving, editors can refine the draft directly in the browser with a rich text editor. Change headings, fix phrasing, adjust structure. Every edit creates a versioned revision so nothing is ever lost.

One-Click Indexing

After publishing, submit your URL to Google and Bing/Yandex simultaneously. RankDraft uses Google's Indexing API for Google and the IndexNow protocol to notify Bing, Yandex, and other participating engines. One click, all major search engines.

Performance Tracking

After publish, RankDraft monitors keyword rankings via professional ranking data and Google Search Console. When a piece starts losing rankings, it's automatically flagged for a refresh run: the same pipeline, updated with current data.

The Infrastructure

A closer look at the capabilities behind each phase.

Research

Purpose-built research models optimized for speed and accuracy

Writing & Review

Production-grade writing engine with editorial-quality output

Web Research

Real-time web research with source citations

SEO Data

Comprehensive SERP and keyword intelligence

Embeddings

Semantic embeddings for content clustering and similarity

Editing

Native WYSIWYG editor with revision tracking

Indexing

Google Indexing API + IndexNow for Bing, Yandex, and more

Performance

Google Search Console + professional ranking data

See the pipeline
in action.

Start with one brand and one keyword. Watch every phase produce its artifacts.