Programmatic SEO That Generates 100+ Ranking Pages From One Template
Buyer searches follow patterns: “[service] in [city],” “[tool] vs [tool],” “[use case] for [industry].” Our team engineers one high-quality template, wires it to a structured data source, and ships hundreds of unique pages that each rank on their own long-tail intent. Not thin doorway pages. Real, indexable, conversion-ready pSEO.
See sample pSEO output →Programmatic SEO is the practice of ranking for a repeatable keyword pattern (like “best CRM for [industry]” or “[city] plumbers”) by engineering one template, wiring it to a structured dataset, and generating hundreds or thousands of unique URLs, each optimized for a single long-tail query. Done right, it captures the fragmented tail of buyer search that manual content can never reach.
A pSEO system your engineers can maintain. Not a one-time content dump.
Most agencies ship 500 auto-generated pages and vanish. Our team builds the template, the data model, the schema layer, and the indexation monitor. Everything hands off to your engineering team when the sprint ends.
We validate the pattern before we build. Ahrefs volume, SERP-competition, intent classification, and cannibalization audit for every combination in the pattern set. Only patterns with real search demand and beatable competition make it into the sprint.
Every pSEO page is only as good as the data behind it. Our team defines the fields, sources the data (public APIs, licensed feeds, or your first-party data), normalizes it, and stages it in a structured store your dev team can maintain.
One page template, engineered for uniqueness at scale. Semantic HTML, JSON-LD schema per record, unique H1 + intro + FAQ per row, and a proven layout that outranks thin doorway content across every category we ship.
JSON-LD (Article, Product, Service, LocalBusiness, or FAQPage as applicable) generated per row. Internal-link graph built from the data itself so every pSEO page passes authority to siblings and to your money pages.
Google Search Console API polls every page in the pSEO set on a schedule. Un-indexed pages get flagged, batched into Bing IndexNow + submitted-URL sitemaps, and re-crawled. No page ships into the void.
Sprint ends with a runbook your engineers own: template repo, data schema, deploy pipeline, monitoring dashboard, and an SOP for adding new records or new patterns after we’re done.
Five outputs. Every pattern instrumented.
Not raw AI-generated pages. A production pipeline where every row is validated, every page has unique schema, and every URL is monitored for indexation.
The pattern matrix
Every candidate pattern scored against volume, difficulty, and business fit. Only rows that clear all three thresholds make it into the sprint. Your CMO reads this to know why 300 pages, not 3,000, is the correct opening move.
- Ahrefs monthly volume validated per row
- Keyword difficulty scored against your DR
- Intent classified: informational, commercial, transactional
- Business-fit score: does this buyer convert?
- Cannibalization check against your existing URLs
Template + data model
One template, engineered for uniqueness. Every field on the page maps to a column in the data model. Change the data, the page updates automatically.
Schema QA + audit
Every page validated with Rich Results test + our internal schema linter before deploy. Errors block the ship, warnings get logged.
Indexation dashboard
Google Search Console API polls every URL in the pSEO set. Un-indexed pages get flagged, re-submitted, and re-crawled. Ranking data streams back into the same dashboard so you can see which rows earn traffic and which need pruning.
Most programmatic SEO fails not on template quality, but on indexation. Google throttles thin content, and 400 non-indexed pages is worse than 100 indexed ones. The dashboard is how we protect index equity.
Handoff runbook and knowledge transfer
Sprint ends with the template repo, data schema, deploy pipeline, and monitoring dashboard fully documented and transferred to your engineering team. You own the machine when we’re done.
Start My pSEO Sprint →We design the pattern. Then we build the machine.
Content agencies write 500 words per page and call it programmatic. Dev shops ship 5,000 pages with no keyword thesis. Our team pairs strategy (which patterns to build, in what order) with implementation (template, data, schema, indexation, handoff).
Which pattern to build, and how large to open.
The scoping phase produces the pattern thesis. Not every “keyword multiplication” opportunity is worth building. Our team validates before we ship a single URL.
- 1Pattern selection: which templated intent aligns with your buyer journey and DR.
- 2Volume validation: Ahrefs plus SERP scrape for every row, not a bulk estimate.
- 3Difficulty scoring: only rows beatable at your current DR make it into the sprint.
- 4Business fit: does the buyer on this pattern actually convert?
- 5Cannibalization audit against every existing URL on your domain.
Data model, template, schema, deploy, monitor.
Every validated row becomes a shipped URL inside 30 days. Our team owns the build; your engineering team owns the machine when it hands off.
- 1Data model: fields defined, source acquired (public API, licensed feed, first-party).
- 2Template engineered for uniqueness: unique H1, intro, FAQ, schema per row.
- 3JSON-LD generator wired into the build pipeline, not bolted on after.
- 4Batch deploy with sitemap segmentation and IndexNow submission per batch.
- 5Handoff runbook plus 30 days of indexation monitoring after sprint close.
Bundling with content or backlinks? Request a custom proposal →
Three guarantees on every pSEO sprint.
Programmatic SEO fails silently when nobody watches. We put the accountability in writing.
Batch one ships within 30 days of kickoff or the sprint fee is refunded in full. No exception, no invoice.
If Google indexes fewer than 60% of shipped pages within 90 days, our team continues the indexation work at no additional fee until the floor is cleared.
You own the template, the data model, the deploy pipeline, and the monitoring dashboard. Full documentation transfer, no vendor lock-in, no proprietary black box.
Five stages, 30 days, one shipped machine.
Same protocol every sprint. Reproducible so your team can run the next pattern themselves after we hand off.
Pattern locked with your marketing lead in the kickoff call. Row set, target page count, launch date.
Fields defined, source secured, normalized, and staged. First 20 rows QA-reviewed by hand.
One template engineered for uniqueness. Semantic HTML, JSON-LD, unique intro + FAQ per row.
Batches sized to your crawl budget. Sitemap segmentation, IndexNow submission per batch.
GSC API polls indexation. Un-indexed rows re-submitted. Handoff runbook to your engineers.
What buyers say 90 days after batch one ships.
Outcomes reported by pSEO Sprint clients. Personas are composite illustrations of role, stage, and category.
We shipped 340 “fractional-CFO in [city]” pages in 30 days. Ninety days later, 68% were ranking page one for their target query, and we’d already booked 41 discovery calls off pSEO traffic alone.
The pattern matrix saved us from ourselves. We wanted to ship 3,000 pages. Katya’s team said 400. We shipped 400. All 400 indexed inside 8 weeks and they now drive 27% of our organic traffic.
Before the sprint we had 12 pages competing on comparison queries. After: 89 pages, all schema-valid, all indexed. Non-brand comparison traffic 4.6x in one quarter. The handoff runbook meant our devs could scale it themselves.
Composite illustration, not a verified client account.
Aggregate outcomes across recent sprints.
Findings pulled from MV3’s pSEO Sprint client base, trailing 12 months.
Median shipped pages per sprint after pattern-matrix validation
Median share of shipped pages indexed by Google within 60 days
Median non-brand organic traffic lift across the shipped pattern, day 90
Median time from kickoff to batch-one live index
Individual results vary by category maturity, DR, and data-source quality.
One-time sprint fee. 30-day build. 100 to 1,000+ pages depending on pattern scope.
- Pattern matrix: volume + KD + fit scored per row
- Data model + source acquisition + normalization
- Template engineering with JSON-LD per row
- Schema QA + Rich Results validation on every page
- Batch deploy with IndexNow submission
- Handoff runbook to your engineering team
- 30 days of indexation monitoring post-launch
Prefer ongoing pattern expansion? Growth AI ($5,997/mo) includes a rolling pSEO backlog with quarterly new-pattern builds.
This is not for you if…
We hold a hard fit bar on pSEO Sprint engagements. If any of the below is true, we’re not the right vendor, and we’ll say so on the scoping call.
- You want thin, auto-generated content. Our template minimum is 400 unique words per row plus schema plus internal links. If AI-spun 80-word pages are the plan, we’re a poor fit and Google will de-index the set inside a quarter.
- You do not have a data source. pSEO needs structured data. If you have no public API, no licensed feed, and no first-party dataset for the pattern, we build the data-acquisition plan first, then decide if the sprint is viable.
- Your DR is under 20. Programmatic pages need domain authority to index at scale. Below DR 20, most pSEO sets get de-indexed. We recommend a foundational SEO engagement first.
- You want 10,000 pages by next month. Aggressive scale invites Google throttling and de-indexation. Our default open is 100 to 500 rows, then expand after batch-one indexes cleanly.
- You need someone to define your ICP or category. pSEO is downstream of a locked buyer thesis. If ICP and category positioning are unclear, do that work first, then build the pattern set.
If you’re a fit, keep scrolling. Or start the sprint now →
Questions buyers ask us.
Technical SEO specialist with expertise in Core Web Vitals, JavaScript rendering, structured data, and large-scale crawl optimization for enterprise B2B sites. Katya scopes every pSEO Sprint and reviews every batch before ship.
AI Marketing & SEO Automation, All States
