My Major Projects


Major Projects – Sam Kadezabek

TOOL DEVELOPMENT ANALYTICS

Custom AI Narrative Reporting APIs

ChatGPT outputs that explain client performance based on analytics API data

Built client-specific API endpoints and actions for ChatGPT in JavaScript and JSON so custom GPTs could directly access analytics data like GA4, Search Console, and more. Included reasoning and web searches to correlate performance changes with recent algorithm updates, AI announcements, industry seasonality, etc.

Narrative Reporting AI Behavior Evaluation System Architecture Management
TOOL DEVELOPMENT ANALYTICS

Proprietary AI Performance Scorecards

grounded and repeatable LLM performance scorecard across key factors

Helped internally develop a proprietary system of AI interfaces and python scripts that generate scorecards for a client’s (and their competitors’) AI performance across multiple key criteria. Incorporated multiple layers and averages to ensure stable, reliable ratings that minimize the risk of hallucinations and outliers.

Coding (AI) AI Behavior Evaluation Competitive Analysis
TECHNICAL SEO STRATEGY

Site Architecture Overhaul

old site architecture compared to new structure

Revamped a SaaS client’s URL structures to be more user-friendly and clear. Ran crawls of the entire site, visualized the current structure, organized recommendations for the new structure, and created a redirect map for tens of thousands of pages.

URL Architecture Redirect Mapping Information Architecture
STRATEGY CONTENT

New Product Category

sauna product page

Led strategy for a wellness brand to venture into a completely new product category. Started by laying the foundation pre-launch with mid- and high-funnel content around relevant topic clusters and keywords, followed by ongoing PDP optimizations and lower-funnel content.

Competitive Analysis Product Launch Content Strategy

Content Writing

Read articles I’ve written for clients here.