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Content Curator Pro

AI-Powered Content Scoring & Curation Platform

CLIENT / CONTEXTIndependent product venture
ROLEArchitecture · Product · Engineering
SCOPEAI · Analytics
STACKReact · TypeScript · Express.js
FIG. 01 — CONTENT CURATOR PROCASE STUDY COVER
Content Curator Pro is a multi-tenant content curation platform that ingests RSS feeds, scores every article through AI across three distribution pipelines (Search, Discover, Social), and generates curated output feeds with AI-written editorial briefs. It connects to Google Search Console and GA4 for live performance data, includes competitor benchmarking, and outputs per-user RSS feeds optimized for each distribution channel.

01The problem

Content teams were drowning in RSS feeds with no systematic way to evaluate which articles were worth covering, which topics had search demand, or how their coverage compared to competitors. Editorial decisions were based on gut feeling rather than data, and there was no feedback loop connecting content performance back to editorial planning.

02The approach

Built a data-driven curation engine that scores every ingested article across Search, Discover, and Social potential using AI. Connected Google Search Console and GA4 APIs for real-time performance data, added a server-side performance analyzer that enriches AI scoring with actual traffic patterns, and built competitor benchmarking to identify content gaps. Each user gets personalized output feeds they can plug into any publishing workflow.
FIG. 02 — CONTENT SCORING DASHBOARD WITH MULTI-PIPELINE AI ANALYSISPROJECT DETAIL

03The build

01

Multi-Pipeline AI Scoring

Every article scored 0-100 across Search, Discover, and Social channels with configurable weights, content type classification, and engagement boost modifiers.

02

Google API Integration

Live connections to Search Console and GA4 providing per-page clicks, impressions, CTR, position, engagement time, and bounce rate data for informed scoring.

03

Competitor Benchmarking

Three-way comparison of your site performance vs. your content pipeline vs. competitor coverage, with keyword landscape analysis and content gap identification.

04

AI Editorial Briefs

AI-generated writer briefs with internal link suggestions, content gap notes, long-tail keywords, and editor notes — informed by actual site performance data.

05

Per-User Output Feeds

Curated RSS feeds for each distribution channel (Search, Discover, Social, Top Picks, Content Refresh) that plug into any publishing workflow.

06

Performance-Enriched Analysis

Server-side analyzer matches articles to sitemap pages, computes performance summaries, and identifies refresh candidates — feeding compact insights to AI rather than raw data dumps.

04Results

Data-Driven Curation

Editorial decisions backed by AI scoring, search data, and competitor analysis

Live Performance Data

Google Search Console and GA4 data integrated directly into content scoring

Automated Output Feeds

Per-user RSS feeds for each distribution channel, ready to plug into any workflow

Competitor Intelligence

Three-way benchmarking reveals content gaps and competitive advantages

WHAT LASTED
Content Curator Pro replaces gut-feeling editorial decisions with AI-powered, data-backed curation. By connecting content ingestion to performance analytics to competitor intelligence, it gives content teams a clear picture of what to cover, how to angle it, and where the opportunities are — all delivered as plug-and-play feeds.