Guided research to writing flow
From ranking URLs and keywords to final article and images, every step is visible and reviewable.
- 15-step workflow with clear progress
- Editable outputs at each stage
- Built-in checks before publish
Features
Fastwrite gives your team a repeatable process for producing quality content from strategy to publication.
From ranking URLs and keywords to final article and images, every step is visible and reviewable.
Apply writing and visual style guides so output stays aligned with your brand voice.
Create a strong article foundation, then repurpose it into channel-specific social content.
Collect ranking URLs, keyword opportunities, and intent signals before drafting a word.
Generate initial drafts, adversarial rewrites, and final humanized versions with transparent step outputs.
Repurpose source context into channel-specific social formats from the same workflow foundation.
FAQ
Detailed answers about how the Fastwrite pipeline works under the hood.
Fastwrite includes a 15-step AI content pipeline, BM25 keyword benchmarking, Mandala Chart content planning, multi-model adversarial writing, SEO and AEO optimization passes, image generation guidance, and social channel repurposing — all configurable per workspace with brand style guides.
The pipeline runs sequentially: topic scoping, competitor research, keyword extraction, outline generation, initial draft, adversarial rewrite, humanization pass, SEO benchmarking, AEO FAQ generation, image prompting, social post generation, and final review. Each step produces an editable output before advancing.
BM25 is a keyword relevance algorithm used in search engines. Fastwrite scores your draft against top-ranking competitor content using BM25 to identify keyword gaps and over-optimization risks. This gives you a data-driven signal for where to improve coverage before publishing.
The Mandala Chart is a structured brainstorming framework that maps a core topic outward into related subtopics and keyword clusters. In Fastwrite, it drives content calendar planning by surfacing a full topic tree from one seed idea, giving teams months of structured content direction.
Adversarial writing uses a second AI model to critique and rewrite the initial draft — challenging weak arguments, vague claims, and off-brand language. The result is a stronger, more credible draft than a single-pass generation. Fastwrite shows both versions so you can review the changes.
Explore the Content workspace and run the full pipeline with your own topic and brand style guidance.
Open FastWrite