ContentCreator
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ContentCreator

AI Blog Generation that Researches, Fact-Checks and Publishes

Client
RoodtSquared
Timeline
2025
Role
Product & AI Engineering
Status
Live Project

Overview

ContentCreator is RoodtSquared's own AI content engine. From a single topic it researches the subject, drafts SEO-optimised long-form blog posts, fact-checks the claims it makes, humanises the writing so it reads naturally rather than machine-generated, and publishes the finished article straight into the site CMS complete with images. It turns what used to be a multi-hour writing-and-formatting job into a guided, repeatable pipeline - while keeping a human in the loop and being honest about where AI assistance was used.

Key Features

Topic Research

Takes a single topic and gathers the context needed to write about it credibly, so each post starts from real research rather than a blank prompt.

SEO-Optimised Drafting

Generates long-form, structured articles with headings and on-page SEO baked in, keeping output consistent with the patterns search engines reward.

Claim Fact-Checking

Runs a retrieval and verification pass over the claims in the draft, flagging and grounding statements so published posts stand on checkable facts.

Humanised Writing

Refines the draft so it reads naturally, removing the tell-tale rhythm of machine-generated text while keeping the meaning intact.

Automated Image Handling

Sources and attaches images for the article so the published post is visually complete without a separate manual design step.

Direct CMS Publishing

Pushes the finished article, with images, straight into the site CMS - collapsing draft, format and publish into one automated step.

Challenges & Solutions

ChallengeStopping confident-but-wrong claims

Long-form AI drafts can state plausible-sounding facts that are simply untrue, which is a credibility risk on a published blog.

SolutionSolution Implemented

Added a retrieval and fact-checking pass that grounds and flags claims before publish, so the pipeline catches unsupported statements rather than shipping them.

ChallengeOutput that doesn't read like a robot

Raw model output has recognisable tics that make content feel generic and erode reader trust.

SolutionSolution Implemented

Built a humanising stage that smooths the writing while preserving meaning, and surfaced an honest badge about AI assistance rather than pretending none was used.

ChallengeRemoving the publish bottleneck

Even good drafts stalled because formatting, image sourcing and CMS upload were slow manual steps.

SolutionSolution Implemented

Automated image handling and direct CMS publishing so a finished, illustrated post lands in the CMS in one step instead of several.

Tech Stack

React
Supabase Edge Functions
LLM Orchestration
Retrieval & Fact-Checking
Prompt Engineering
Automated Publishing

Key Results

  • Increased content output by turning multi-hour writing into a repeatable pipeline.
  • Cut time-to-publish by automating drafting, imagery and CMS upload end to end.
  • Kept SEO structure consistent across every generated post.
  • Grounded published claims through an automated fact-checking pass.

Inspired?

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