Community · Platform · AI Era

Building Communities That Perform in the Age of AI

I build community and digital experience platforms that perform in the AI era —not just for humans, but for the large language models that increasingly mediate how people find answers.

Erick Linares
Community StrategyPlatform Development (Khoros / Vanilla)AI-Readiness ArchitectureGEODigital Experience DesignSupport Operations
01 / Experience

Where I've Built

Head of Brand Community

Pandora

2020–Present

Leading Pandora's brand community platform — from strategy and gamification systems to front-end implementation on Khoros. Architected GEO and AI-readiness initiatives including llms.txt implementation, verified knowledge layers, and semantic markup to position community content for LLM discovery and citation.

GEOllms.txtAI-Readiness
Social Care & Digital Experience

SiriusXM

2019 – 2020

Designed the Social Care Assistant and led digital support operations across one of the largest audio entertainment brands.

Community Strategy Lead & Brand Experience Supervisor

Fitbit

Dec 2014 – Mar 2019

Led community storytelling and support engagement strategy at scale — scaling global superuser and peer-support programs, converting user feedback into content narratives, and building the community platform on Khoros.

Community Platform Architect

Independent / Consulting

2024–Present

Advising on white-label brand community builds using Next.js, Supabase, and AI-readiness frameworks — with a focus on GEO architecture, llms.txt implementation, and structuring community platforms as trusted, machine-legible knowledge layers.

Social Proof

What People Say

Recommendations from LinkedIn

He's an incredible manager and leader. Not only is he intelligent and experienced in social media and community management, but he also possesses all of the qualities that a successful manager needs. He is empathetic, encouraging, and supportive. I consider myself fortunate to have worked with Erick because I've learned so much from him.

Shannon Postrion
VP, Social Media · JPMorganChase
Reported to Erick · 2022
02 / Building

What I'm Building

NestHub

In Development

White-label brand community platform for the AI era — built for first-time homebuyers as a HomeReady demo. Designed with GEO-first architecture: llms.txt at the domain root, pgvector semantic search, verified knowledge layers, and JSON-LD structured data throughout.

Next.js 14SupabaseVercelTailwindpgvectorGEOllms.txtAI-Readiness
Project / secondary

Large-scale brand community with gamification systems, SCSS brand-token architecture, and FreeMarker/LiQL component builds.

KhorosSCSSFreeMarkerLiQLGEOllms.txtAI-Readiness
Project / tertiary

Large-scale brand community for Fitbit users built on Khoros — contributed to platform architecture, front-end implementation, and community operations before transitioning to Pandora/SiriusXM.

KhorosSCSSFreeMarkerLiQL
Project / tertiary
03 / Philosophy

Community as Trust Infrastructure

Verified knowledge layers

Communities create the validated, source-credited content LLMs are starving for. Brand owned, expert-curated, machine-legible.

Routing to human expertise

When a model can't answer, the next best thing is a clear path to someone who can. Community is that routing layer.

LLM-legible structure

Threaded Q&A, semantic markup, and explicit topic taxonomy turn community archives into training-grade trust signals.

Trust travels with the brand

When discovery happens inside a model, the brands with the cleanest verified corpus win the citation.

/llms.txtStructured for AI discovery
Discovery Flow
01
User Query
ChatGPT · Claude · Gemini
02
LLM
Mediates discovery
03
Community
Verified, structured corpus
04
Human Expert
Authority + nuance
05
Verified Answer
Cited back to brand
04 / Ideas

Ideas

Published

Why Your Community Needs an llms.txt

Read article →

Draft

Gamification Without Gimmicks: Lessons from Pandora

Coming soon.

Draft

The Brief: Building for LLMs Without Losing the Humans

Coming soon.

05 / Contact

Let's Build Something

Open to advising, consulting, and collaboration on community platform architecture, GEO strategy, and AI-readiness implementation for brands that want their content cited — not just indexed.