We map the search surface, design the page matrix, build the content engine, and ship the technical foundation that lets the index absorb it. We've taken sites from 600K to 10M monthly visits on this playbook.
Most teams hire a content team and hope the index notices. Programmatic SEO ships an opportunity map, a matrix, a content engine, and a refresh program. Search engines don't notice the post. They notice the system underneath it.
opportunity mapping, matrix design, content production, technical seo, performance + refresh. None of these work alone, and none of them scale without an architect. We work all five at once.
Where to play, before how to play. Keyword research, SERP gap analysis, entity mapping.
We map your category's full search surface (entities × modifiers × intents), score the gaps competitors haven't filled, and rank the matrix opportunities by expected traffic and effort. The output is a prioritized list of clusters worth building, not a 50,000-row keyword spreadsheet you'll never act on.
Taxonomy, page templates, URL architecture. Plan the matrix before writing a page.
We map each cluster from the opportunity research to a template, design the URL structure, and lock the schema model before any content ships. The matrix is what lets you produce 10,000 pages without each page reinventing the strategy.
Operations, RAG, and editorial QC. The factory that lets the matrix scale.
Operating systems running 200 contractors and 10 editors at scale. RAG pipelines for AI-augmented production grounded in proprietary data. Briefing templates, review SLAs, pay-on-acceptance workflows. We've shipped 1,000+ assets per week at peak and stood up solo content engines that crossed 1M+ MAU.
Site graph, schema, crawl health, page speed. The foundation under the matrix.
Programmatic internal linking, schema markup, sitemap engineering, Core Web Vitals, and crawl-budget management. The technical layer that lets a 10,000-page site behave the way the index expects, so the matrix actually gets crawled and ranked.
Per-template measurement, decay management, reallocation. Where the matrix compounds.
Performance instrumented at the template level so we know which clusters compound and which decay before a quarter passes. Refresh queue prioritized by traffic decay and search-volume seasonality. Investment reallocated quarterly toward the templates that earn it. Traffic compounds year over year instead of needing new pages just to replace what's slipping.
Map the surface before writing a page. Build the operating system before scaling production. Scale only when the foundation is sound. Compound by measurement and refresh, not by publishing more.
Search-surface mapping: entities, modifiers, intents, search volumes. Template design for each query type. URL structure locked. The plan exists before a single page ships.
Operating system stand-up: contractor hiring, briefing system, QC layer, payments. First templates ship to production. RAG pipeline configured if proprietary data is in scope. Internal linking architecture coded against the matrix.
Production at full cadence. Editorial QC enforced. Technical SEO maintenance. Per-template performance instrumentation so we know which clusters compound and which decay before a quarter passes.
Refresh queue prioritized by decay + seasonality. Surface expansion into adjacent matrices (related entities, new modifiers). Investment reallocated toward the templates that compound.
Matrix of 8,000 product-comparison pages. Hub-spoke architecture, schema-rich templates, programmatic interlinking. Won the long-tail share-of-voice in 18 months.
Read brief →Programmatic editorial system: contractor hiring, QC layer, calendar-led production. Shipped a category-canonical matrix from zero to 10K indexed pages in 90 days.
Read brief →RAG-powered solution articles grounded in proprietary curriculum data. Editorial team reviewed and finalized every draft. Zero AI-detection flags, full traffic compound.
Read brief →Most engagements start as a diagnostic. The retainer is where the work compounds.
Content marketing publishes one piece at a time and hopes the index notices. Programmatic SEO ships a matrix where every page is a known shape, the internal-linking graph is part of the design, and the refresh program is built in. The architecture compounds; individual posts don't.
First template typically moves in 60–90 days. The full matrix takes 12–18 months to mature. The refresh program runs forever. We instrument performance at the template level from week one so you can see which clusters compound months before the headline number moves.
Not when it's grounded in real data and finished by a human. The penalty is for low-effort thin content, not for AI assistance. Our RAG pipelines retrieve from proprietary data; editors finish every draft; pages pass quality review before they ship. We've never had a site flagged.
Light. We work in your CMS or stand up our own. Engineering is mostly review (schema, sitemaps, redirects, edge caching). For RAG pipelines we own the pipeline; your team owns the source data.
Sites with 100K+ monthly visits already and a search surface that has structure: e-commerce, comparison, location-based, recipe, holiday calendars, edtech topic catalogs. Pure brand sites get less leverage. We've made exceptions; ask.