Content & SEO Swarm Sandbox Demo

Simulate SEO Swarm

Enter a topic/keyword. The Planner Agent drafts structure, the SEO Agent inserts keywords, and the Writer Agent compiles the metadata.

Target Keyword / Topic

Try Topic:

article Primary Model Deepseek

edit_note Task Type Drafting

check_circle Linter SEO-Check

schedule Schedule Daily Run

content-swarm.js · deepseek / gemini

> Waiting for content trigger...

Live Workflow Nodes

Passive Mode

travel_explore

Step 1

SERP Analysis

subject

Step 2

Swarm Drafting

check_circle

Step 3

Schema Ingestion

How Content & SEO Generation Works

1. SERP Analysis

The agent runs queries against mock search indexes, mapping competing keywords and outlining standard heading patterns.

2. Swarm Drafting

One model acts as a writer drafting content chunks, while a secondary model edits grammar and verifies keyword density on-the-fly.

3. Schema Ingestion

The final output is qualified, compiled into JSON formats containing heading structures and meta descriptions, and output to logs.

Simulated Content Database Schema

When drafts are finalized, the agent updates these fields in the MySQL content index:

Table Field	Schema Type	Explanation
seo_score	INT	Estimated optimization rating based on keyword targets (0-100)
reading_level	VARCHAR(16)	Readability score class (e.g. Standard, Advanced)

Security Shield: Prompt Integrity

Automated Plagiarism & AI Hallucination Auditing

To guarantee original results, the output from the writing swarm passes to our audit node. The auditor checks the generated draft for placeholder phrases or repetitiveness, forcing a rework loop if parameters are not met.

Outgoing API Draft payload

{

"event": "content.drafted",

"data": {

"target_topic": "Delhi-based coaching hubs SEO...",

"seo_score": 92,

"meta_description": "Find top coaching options in West Delhi...",

"headings_count": 8

}

Understanding the Content Swarm Log

The left logger outputs raw prompt instructions showing the system schema mappings. Yellow trace logs capture SQL query construction, while green prints execution duration and formatting steps.

Content & SEO Sandbox FAQs

Does the agent automatically post to WordPress?

Yes. In production, our content swarm connects directly to the WordPress REST API to post finalized drafts to your staging or live website directory automatically.

How do we define the target brand tone?

We supply target guidelines in the agent's schema system instructions (e.g. Friendly, Corporate, or Technical), which the writing swarm must follow.

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