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Concept ProjectArchitecture & Interior Design · premium residential

Northbeam Architecture Studio

An award-winning studio winning commissions through word-of-mouth. The founders recognized that high-net-worth clients now begin architectural research using generative AI engines (ChatGPT, Perplexity) and wanted an authoritative digital entity that matched their prestige.

Challenge

The problem to solve

The studio's portfolio was trapped in static PDFs and social posts. AI search experiences and conversational tools answered queries like 'best contemporary residential architects for coastal properties' by recommending competitors who possessed structured online footprints.

Strategy

The direction we chose

Transform the studio's portfolio into a structured semantic entity: comprehensive project schema, architectural philosophy documentation, and multi-source corroboration that search engines and AI models can reliably parse, evaluate, and cite.

Execution

How it was built

  • Technical foundation & knowledge modeling: Linked Schema.org graphs connecting studio founders, notable project locations, and awards.

  • Generative Engine Optimization (GEO): Aligning studio descriptions, project monographs, and design philosophy across industry registries and digital monographs.

  • Editorial topical authority: In-depth monographs exploring material provenance, passive-solar engineering, and planning permissions.

  • LLM bot optimization: Enabling clean crawl access and structured summary formats for PerplexityBot and GPTBot.

Services used

  • GEO
  • SEO
  • AEO
  • Technical SEO
  • Entity Schema

Results

  • Illustrative target: consistent citation and recommendation across 9 high-intent local architectural queries on Perplexity and ChatGPT
  • Illustrative target: project monographs ranking in top 3 for targeted regional design queries
  • Illustrative target: 35% of qualified client discovery calls referencing specific online project case studies

Key learning

Generative engines reward unambiguous entity corroboration. When every digital touchpoint describes your studio with identical precision and verifiable proof, AI models recommend your brand with confidence.

More work

Continue exploring the method.

All case studies
Concept ProjectB2B Food & Beverage · wholesale

Meridian Specialty Foods

A specialty food importer with established distribution networks and almost no digital discoverability. Wholesale buyers increasingly researched supplier certifications and sourcing provenance online before initiating contact, leaving Meridian out of early consideration.

Challenge
Wholesale procurement teams could not find Meridian in search or conversational answer engines. The website had only 34 indexed pages, no topical schema hierarchy, and lacked structured content answering the specific compliance and volume queries commercial buyers ask.
Strategy
Rebuild discovery around the wholesale buying journey: make Meridian technically transparent to web and AI crawlers, then establish topical authority across wholesale procurement topics, including certifications, cold-chain standards, supply predictability, and import specifications.
  • SEO
  • AEO
  • Technical SEO
  • Entity Schema
  • Topical Mapping
Read case study
Concept ProjectSupply Chain & Logistics · enterprise freight

Apex Freight Logistics

A fast-growing freight brokerage processing hundreds of daily shipping requests, customs documents, and carrier quotes manually across legacy email inboxes and disjointed CRM spreadsheets.

Challenge
Account managers spent over 4 hours daily re-typing data from PDF rate sheets into the CRM, manually assigning freight quotes, and chasing status updates. Average quote turnaround lagged at 4–6 hours, resulting in lost contracts to faster, tech-enabled brokers.
Strategy
Design and deploy an end-to-end Autonomous Revenue System and CRM pipeline engine: automated email parsing, custom LLM agents for invoice and rate verification, and zero-latency CRM routing with real-time Slack exception queues.
  • Autonomous Revenue Systems
  • Workflow Automation
  • Custom AI Agents
  • CRM Automation
  • LLM Integration
Read case study

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