Entity graphs beat keyword lists.
Google and the AI engines retrieve by entity relationships, not keyword matches. We build the graph for your category — Category × Persona × Use-Case × Location × SKU.
5-dimensional entity graph · per brand Service 05 · Programmatic SEO
10,000 entity-aware pages. Shipped in 90 days.
Industrial-grade content infrastructure for every long-tail query your top-of-funnel can't reach by hand. Entity-aware, schema-bound, built on your catalog.
Why Programmatic SEO
Your category has 40,000 queries. You're ranking on 84.
The long tail is where AI engines harvest their citations and where commerce intent compounds. A 40-page content strategy can't compete with a 10,000-page entity graph. We build the graph.
The long tail is where AI engines harvest.
78% of ChatGPT citations come from pages ranking position 8–30 on Google. The top-3 pages aren’t where AI engines look. The long tail is.
78% of AI citations · positions 8–30Internal linking compounds.
Hand-built linking dies at 200 pages. Programmatic linking creates a fractal architecture: every page reinforces 8 siblings, every cluster reinforces the hub.
~38K internal links · per 10K-page buildThe pSEO Pipeline
Five stages. Ten thousand pages. Ninety days.
Every Programmatic SEO build follows the same five-stage pipeline: entity-map → template-architect → content-generation → internal-link → index. Senior pod governs every stage.
01
We map your category's 5-dimensional entity space: Category × Persona × Use-Case × Location × SKU. The output is a 10,000–40,000 row matrix that becomes the page architecture.
- Real query data harvested from Google + AI engines
- Competitor entity gaps flagged per dimension
- Senior strategist approves the matrix before generation
02
Each entity dimension gets its own page template — Category page, Comparison page, Use-Case page, Location page, SKU detail. Schema, copy slots, and internal-link patterns are designed once and reused 10,000×.
- 3–6 templates per build · designed by senior editor
- Schema layer: 8–12 types per template
- Templates QA'd in your CMS staging environment
03
Content-Gen renders the full matrix into your CMS — every cell of the entity graph becomes a published page. Voice-Match enforces your tone. Fact-Check validates claims against your data sources.
- 10,000+ pages rendered with unique long-form content
- Voice-locked to your brand guide · senior writer audit on 5% sample
- Inline citations to your data + peer-reviewed sources
04
Every page links to 8 siblings + 2 hubs + 1 conversion node. The fractal internal-link architecture compounds page authority across the build — and gives Google a clean entity map to crawl.
- ~38,000 internal links engineered for a 10K build
- Conversion nodes seeded across every cluster
- Crawl-budget optimization audited by senior tech-SEO lead
05
We submit the full set via IndexNow + dynamic sitemaps. Google typically indexes 60–80% inside 14 days and the remainder within 6 weeks. Monthly entity-graph refresh as your category evolves.
- IndexNow + Bing Webmaster + Google Search Console
- 60–80% indexed inside 14 days · 100% by week 6
- Quarterly graph refresh as new entities emerge
FAQ
The questions every CMO asks us.
Won't Google penalize 10,000 AI-generated pages? +
Google's stance (March 2024 update onwards): AI-generated content is fine — low-quality, duplicative content is not. Programmatic SEO works because every page is grounded in unique entity data (your catalog, your reviews, your data) and is genuinely useful. We've shipped 400K+ pSEO pages with zero manual-action penalties.
How is this different from a "content farm"? +
A content farm rephrases competitor articles at scale. pSEO renders unique data into unique pages — every page contains your specific catalog data, your reviews, your pricing, your fulfillment terms. Each page answers a real query that 50–500 people search every month.
Will it cannibalize my existing rankings? +
No, the opposite. The internal-link architecture funnels authority back to your top commercial pages. Existing rank-1 pages typically gain authority during a pSEO build because the long-tail pages add ~38,000 internal links pointing toward the conversion hubs.
How fast will it pay back? +
Indexing: weeks 2–6. First long-tail revenue: month 3. ROI-positive: month 5–7 for most brands. The flywheel really compounds in months 9–18 as AI engines start citing your long-tail pages.
What's the minimum data set? +
A clean product catalog with 50+ SKUs, structured attribute data (ingredients, materials, sizes, use-cases), and at least 200 reviews per top SKU. Below that, the entity graph is too sparse to generate meaningful long-tail variance.
What is programmatic SEO and how does CommerceV3 implement it? +
Programmatic SEO auto-generates thousands of entity-aware, schema-rich landing pages from structured data. CommerceV3's AI-native pipeline delivers up to 10,000 unique, indexable pages in 90 days, targeting long-tail and high-intent queries without thin or duplicate content.
How is CommerceV3 PSEO different from hiring an SEO agency or freelancers? +
Agencies and freelancer stacks produce pages manually — dozens per month at high cost. CommerceV3's AI-native PSEO ships thousands of pages in weeks using entity recognition and structured templates, delivering superior scale, speed, and cost-efficiency for ecommerce brands.
Does CommerceV3 PSEO help with Google AI Overviews and AI engine citations? +
Yes. Every PSEO page includes FAQ schema, entity signals, and direct answer blocks engineered to surface in Google AI Overviews, ChatGPT, Perplexity, Gemini, and Copilot responses — not just traditional blue-link rankings.
What types of businesses get the best results from PSEO? +
Ecommerce stores, SaaS platforms, marketplaces, and local-service businesses with large, structured data sets — products, SKUs, locations, categories — achieve the highest ROI from programmatic SEO because each data point maps to real search demand.
Is CommerceV3 PSEO safe from Google spam policies? +
CommerceV3 uses entity-aware variation and genuine data differentiation across every page, ensuring compliance with Google's helpful content and spam policies. Pages are semantically unique, not spun — each serves a distinct user intent.
What schema types does CommerceV3 include in PSEO pages? +
Every page includes contextually appropriate schema: Product, FAQPage, BreadcrumbList, Service, LocalBusiness, or HowTo — whichever maximizes rich-result eligibility and AI engine citation likelihood for that page's specific entity and intent.
Pairs Well With
10,000 pages are live. Now what?
Accepting Q2 Onboarding
Own the long tail. Or lose it forever.
Every entity slot in your category gets filled this year — by you or your competitor. Programmatic SEO claims the slots before they crystalize.
Pricing FitpSEO is bundled in Growth ($1,599/mo) and Scale+ ($2,999/mo). Standalone 10K-page build: $45K fixed-fee, 90 days. See full pricing →