Our Team

The Engineering Behind Local Search

Local SEO is not an art project. It is a data problem.

We do not publish generic marketing advice. We analyze the Seattle map pack using enterprise-grade technical infrastructure. We track proximity signals, audit citation consistency, reverse-engineer the local algorithm. Getting a business into the top three Google Maps results requires precise execution. You need clean data structures. You need aggressive spam fighting. You need a team that understands the underlying architecture of search.

We built this site to document exactly what works in the Pacific Northwest market.

Shawny Yuristian, Lead Technical Analyst

Shawny Yuristian is a Cloud Support Associate at Amazon Web Services (AWS) and a technical expert specializing in cloud infrastructure. She graduated from the University of Washington’s Michael G. Foster School of Business with a double major in Information Systems and Operations and Supply Chain Management. This rigorous academic background gives her a high-resolution understanding of the data structures driving modern digital visibility.

Most local SEO advice comes from marketers guessing at algorithm updates. Shawny approaches the map pack as an engineer.

At seattlemappackranking.com, she applies enterprise cloud management principles to local search algorithms. She uses SQL, Python, and Splunk to parse the technical nuances of Google Business Profile (GBP) ranking factors. By bridging the gap between complex cloud systems and local SEO performance, she illuminates the blind spots in local search strategy. She provides data-backed blueprints for businesses looking to dominate the Seattle map pack.

Connect with Shawny on LinkedIn.

The Research and Operations Team

We rely on specialized practitioners to track the daily shifts in local search behavior. They monitor the friction points Seattle businesses actually face.

Elias Thorne, Citation Auditor

Elias tracks the noise. He spends his days inside GeoGrid tracking tools and local directories hunting down NAP inconsistencies across 50 different data aggregators. He files redress complaints against spam listings crowding the Seattle map pack and ensures our clients maintain perfect data integrity.

Maya Lin, Review Velocity Analyst

Maya measures the signal. She analyzes review velocity and sentiment density for local service businesses across the Pacific Northwest. Maya maps out exactly how many reviews a Seattle HVAC contractor needs to break into the top three spots within a 90-day window.

Our Editorial Standards

We test it. We break it. We publish the data.

Every strategy published on this site goes through a strict validation process. We do not rely on third-party industry summaries. We run live tests on real GBP listings in the Seattle metro area.

• Data-Backed Claims: We require SQL queries or Splunk logs to verify ranking shifts. If a tactic does not move the needle in a live environment, we do not publish it.
• Zero Fluff: We cut the theory. We publish operational reality. You will find exact step-by-step processes for optimizing Q&A sections and building local relevance.
• Local Specificity: A strategy that works in a sprawling suburb fails in downtown Seattle due to business density. We test locally.

We reject the standard playbook. We build strategies that survive algorithm updates because they rely on fundamental data structures.

Connect With the Team

We want to hear about your map pack friction.

Are you stuck at position four? Did a competitor spam their way to the top of the local results? Send us your specific GBP audit questions. We review emails weekly and respond within 48 hours. Reach out to our operations desk at [email protected].