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Programmatic & technical SEO engine

  • seo
  • programmatic-seo
  • technical-seo
  • organic

Build scaled programmatic pages from a real data source, keep the technical layer clean, and compound organic traffic, monitor indexation weekly, fix what Google can't crawl, and optimise templates when rankings stall.

Get access See how it runs
6 Steps in the flow
7 Tools orchestrated
4 Human checkpoints
Weekly Run cadence
per month Indexed pages ranking

The objective

What this system is built to do

Programmatic pages win at scale, but only if the index is clean. Build from real data, one unique data point per URL, and treat technical health as the foundation. Teams winning in 2026 ship hundreds of high-intent pages a month and run Core Web Vitals like a product metric.

Win at scale by building pages from real structured data, not AI-generated copy. Not doing: editorial long-form blog content (that's the content engine), link building (that's digital PR), or brand-awareness campaigns, this system is purely programmatic page production + technical health.

How it runs

The steps your team follows

The workflow, exactly as it runs inside . It plays through step by step, or pick any node on the map.

1Cluster & validate the keyword universe
2Build pages from structured data
3Submit & monitor indexation
4Technical audit, crawl & Core Web Vitals
5On-page optimisation (when rankings stall)
6Measure & compound
Start
1

Cluster & validate the keyword universe

Monthly
  1. In (or ), export all keywords ranking or where competitors rank in positions 1–20.
  2. Cluster by template type: "best \[X] alternative", "\[city] + \[service]", "\[tool A] + \[tool B] integration", "\[use-case] for \[audience]" etc.
  3. Validate each cluster: ≥30 keywords, real monthly volume, SERP difficulty you can beat (check domain rating of top 3).
  4. Score commercial intent: comparison and transactional templates are priority, AI Overviews impact informational clusters more heavily.
  5. Human approval, approve which template types to build this sprint, in priority order.
2

Build pages from structured data

Weekly
  1. Map each template type to a data source (Postgres table, API, CMS collection, spreadsheet).
  2. Ensure every URL has genuinely unique data, at minimum a unique data point per page (price, location, API limit, rating, feature delta).
  3. Build the template: consistent URL pattern, `<title>` and `<h1>` that include the primary keyword, structured data (FAQ / HowTo / Product schema as appropriate).
  4. Score the template against the cluster average in before launch, target ≥ 75.
  5. Human approval, QA 5 sample URLs before the full batch goes live.
3

Submit & monitor indexation

Weekly
  1. Submit the sitemap in immediately after launch.
  2. Check % indexed weekly: submitted → crawled → indexed. Track separately per batch.
  3. Budget 4–6 weeks before reading traffic, the indexation lag is expected, not a failure.
  4. If indexation stalls below 50% after week 6, move to the technical audit step.
  5. Log each weekly indexation %, you will need this to annotate the learning chart.
4

Technical audit, crawl & Core Web Vitals

Weekly
  1. Run a full crawl in or : flag orphaned URLs, duplicate titles, noindex, redirect chains, broken links.
  2. Check crawl budget in → Settings → Crawl Stats.
  3. Pull Core Web Vitals per URL group from Search Console → Core Web Vitals. Fix LCP (target < 2.5s) and INP (< 200ms) at the template level.
  4. Prioritise: internal linking → noindex/redirect fixes → CWV → structured data errors.
  5. Human approval, review the priority fix list before dev work begins.
5

On-page optimisation (when rankings stall)

Weekly
  1. Identify template clusters stuck in positions 11–30 after 8+ weeks indexed via or .
  2. Run a content gap against the top 3 ranking URLs.
  3. Rescore the template in (or ), target ≥ 80.
  4. Update the template: add comparison table, missing data fields, FAQ schema, or secondary keyword coverage.
  5. Submit updated URLs to Search Console for re-crawl. Expect 2–4 weeks before rankings move.
  6. Human approval, approve template changes before deploying.
6

Measure & compound

Weekly
  1. Pull weekly from : impressions, clicks, avg position per template cluster.
  2. In , track keyword positions and check for AI Overview coverage on the cluster SERPs.
  3. Identify: which template types are compounding? Which have plateaued? Which have new competitors?
  4. Feed winning template patterns into next month's cluster validation sprint.
  5. Flag any cluster where AI Overview is capturing > 50% of SERP real estate, shift effort toward transactional alternatives.
1 / 6

Setup

The stack

The tools this system drives, and the context you bring once. Connect your own accounts, or swap in your team's equivalent.

Tools to connect

Ahrefsfrom $129 / mo Powers Cluster & validate the keyword universe Or Semrush, Moz
Semrushfrom $139 / mo Powers Cluster & validate the keyword universe Or Ahrefs, Moz
Surferfrom $89 / mo Powers Build pages from structured data Or Clearscope, MarketMuse
Google Search ConsoleFree Powers Submit & monitor indexation Or Bing Webmaster
Screaming FrogFree – £199 / yr Powers Technical audit, crawl & Core Web Vitals Or Sitebulb, JetOctopus
Sitebulbfrom $13 / mo Powers Technical audit, crawl & Core Web Vitals Or Screaming Frog, JetOctopus
Clearscopefrom $170 / mo Powers On-page optimisation (when rankings stall) Or Surfer, MarketMuse

Context to bring

Your documents 4 files
  • Seed keywords & topics The head terms and the intent clusters worth building pages against.
  • Page data source The database, feed or CMS collection the programmatic pages are built from.
  • Site & CMS access Publishing access plus Search Console, so indexation can be steered.
  • Brand & template rules Voice, on-page structure and the internal-linking rules for every template.

Proven in market

Run by 56 teams, verified on real accounts

Programmatic & technical SEO engine is built and verified by Growth Division, the GTM team behind 150+ companies. Here is what the same play has produced for their clients.

$100k → $1.2M ARR in 12 months

Musiversal · Music / SaaS

Multi-channel growth strategy

Tytl · B2B

€1M additional sales in 6 months

Eat Sleep Cycle · Health / Wellness

Built & verified by Growth Division

What we've learned running it hundreds of times

The small, hard-won details that decide whether it works, from every run.

4–8 wks indexation lag on new batches
< 2.5s LCP target, template-wide
~3× clicks on comparison vs informational in AI Overview era
indexed high confidence
Before 38%
After 81%

Fixing internal links to programmatic pages lifted indexation from 38% to 81%

Google doesn't prioritise pages that nothing links to. Internal linking is crawl budget allocation, if the high-authority pages on your domain don't point to your programmatic batch, Google treats them as low-priority.

Crawl log + indexation audit480 comparison URLs14 weeks total (8 weeks flat + 6 weeks recovery)
,800 sessions/month high confidence
Before 0
After 1

New programmatic batches reliably sit flat for 4–6 weeks before organic traffic arrives

Don't read traffic numbers in the first 6 weeks post-launch, you're reading indexation progress, not ranking signal. Track % indexed weekly and set a minimum 8-week window before evaluating template performance.

Cohort launch tracking340 location/use-case URLs10 weeks
Avg position 18.4 → 4.7 high confidence
Before Avg position 18.4
After 4.7

Lifting Surfer content scores from the 50s to 80+ moved pages from page 2 to top 5

For programmatic pages ranking in the teens, the issue is almost never volume, it's unmet secondary intent. Run a content gap against the top 3, score in Surfer, and patch the template. The fix propagates across every URL in the cluster instantly.

Template content gap + rescore22 integration comparison URLs6 weeks post-update
The full lab notebook Every experiment charted, with the raw before/after and the decision rules behind each call. Unlock free

Get started

How to run this system

Live in an afternoon. Clone it, connect your tools, set your inputs, and turn it on.

  1. 1

    Add to

    Clone the Programmatic & technical SEO engine into your workspace, wired end to end.

  2. 2

    Connect your tools

    Ahrefs, Semrush, Surfer +4 more.

  3. 3

    Set your inputs

    Your ICP, targets and brand rules, once.

  4. 4

    Turn it on

    It runs weekly on autopilot, checking in with you only where it matters.

~1 hr / week your time on autopilot · vs 15–20 hrs / week by hand
per month Indexed pages ranking, produced for you

Early access

Run the Programmatic & technical SEO engine in your workspace.

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