Documentation

How It Works

Clustova uses a three-stage AI pipeline to transform a simple topic into a polished, SEO-optimized, human-quality article ready for publishing - in under two minutes.

Stage 1

SERP Analysis

Stage 2

Content Generation

Stage 3

Humanization

Step 1: SERP Analysis

~15–30 seconds/Per topic

Before writing a single word, Clustova researches what is already ranking on Google for your topic.

Fetches the top-ranking pages for your target keyword

Extracts heading structures, content gaps, and competitor strategies

Identifies must-cover topics that top-ranking articles include

Discovers content gaps your article can fill to outrank competitors

Provides LSI keywords and semantic variations for natural keyword density

Note:SERP analysis runs sequentially to ensure accurate, up-to-date data for every topic.

Step 2: AI Content Generation

~30–60 seconds/Per topic

Armed with SERP intelligence, Clustova generates the article using your chosen AI model.

System prompt customised per content type (blog post, tutorial, review, etc.)

SEO requirements: focus keywords, heading hierarchy, meta descriptions

Word count boundaries — minimum and maximum enforced

Structural guidance: introduction, body sections, FAQ, conclusion

SERP intelligence brief included: competitor strategies, content gaps, LSI terms

Note:All plans support batch processing — multiple topics are sent simultaneously, cutting generation time from hours to minutes.

Step 3: AI Humanization

~15–30 seconds/Per topic

The generated content passes through a dedicated humanization stage.

Rewrites the article to sound completely natural and human-written

Eliminates telltale AI patterns, repetitive phrasing, and overused filler words

Preserves SEO optimisation: headings, keywords, and structure

Passes AI detection tools such as GPTZero and Originality.ai

Maintains your chosen tone (professional, casual, friendly, authoritative)

The Complete Flow

pipeline output

Topic: "Kubernetes vs Docker Swarm"

  1. SERP Analysis            (~20 seconds)
     ✓ Fetched top 10 Google results
     ✓ Extracted headings and content gaps
     ✓ Identified 14 LSI keywords

  2. Content Generation       (~45 seconds)
     ✓ Wrote 2,100-word SEO-optimised article
     ✓ Included comparisons, tables, FAQ section
     ✓ Applied SERP intelligence brief

  3. Humanization             (~20 seconds)
     ✓ Rewritten to sound completely natural
     ✓ AI detection fingerprints removed

  Result  ──────────────────────────────────
  ✓ YAML frontmatter (title, slug, SEO fields, tags)
  ✓ Markdown article body
  ✓ JSON-LD schema markup (Article)
  ✓ RankMath / Yoast metadata pre-applied

Supported Content Types

Each content type has a dedicated AI system prompt tuned for that format's SEO requirements, structure, and tone expectations.

Content Type	Best For
Blog Post	Long-form articles, thought leadership
Tutorial	Step-by-step how-to guides
Product Description	E-commerce product pages
News Article	Industry news, announcements
Review	Product reviews with pros/cons
Comparison	Side-by-side analysis
How-To Guide	Instructional content
Listicle	Top 10 lists, roundups
Affiliate Content	Monetised review content with disclosures

Ready to try the pipeline?

Start generating SEO-optimized content in under two minutes. Plans start from $2/month.

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