Programmatic SEO

Hundreds of articles. One batch.

Pick a page pattern, point it at your own docs, set the volume. SEORav ranks real keywords, writes each article in your real voice, scores it on a quality gate, and drip-publishes only the ones that pass. Scale without the content-farm penalty.

Programmatic SEO · the batch engine

Real data in. Ranked pages out.

Watch it run in the real dashboard: your data, your voice, scored before it ships. Pause or jump to any step to replay it.

app.seorav.com/pseo
northwind.io✦ ALIVEV
Programmatic SEO
Your data + your patterns → a batch of on-brand articles
500 articles this batch
Best [tool] for [industry][tool] vs [tool]How to [job]
product-deck.pdf case-studies.pdf pricing.csv
Step 1 of 4

Pick the patterns, point us at your own docs, set the volume, then start the batch.

14
Page patterns
Guides · comparisons · listicles · how-tos
Real
Keyword data
DataForSEO volume · Serper SERP · no guessing
500
Articles in a batch
A typical run, live over ~2 weeks
4-gate
Quality check
Duplicate · gain · AI judge · structure
What programmatic SEO is

One pattern. Real data. Hundreds of pages.

Programmatic SEO turns one repeatable page shape into many pages, each aimed at a real long-tail search. What keeps it out of content-farm territory is what you feed it. Three things do the work.

THE TEMPLATE

A page pattern

Pick a shape like "Best [tool] for [industry]" or "[X] vs [Y]". One pattern becomes hundreds of specific pages.

Choose from14 patterns
THE DEMAND

Real keyword data

We expand the pattern, then rank every variant on real monthly volume and difficulty. Only what people search for gets written.

Sourced fromDataForSEO · Serper
THE MOAT

Your own facts

Upload your docs, case studies and numbers. We pull the relevant bits into each article, so no competitor's AI can copy them.

StaysPrivate to your site
What you can generate

Nine shapes, filled with real demand.

Choose the patterns that fit your market. We only write the variants that have real search volume, so you cover a whole category without writing filler.

BEST [X] FOR [Y]

Best-of listicles

Ranked picks with pros, cons and a buyer FAQ, one page per niche.

ExampleBest CRM for fintech startups
[X] VS [Y]

Head-to-head

One clean comparison with a clear winner per use case.

ExampleNotion vs Asana
[X] ALTERNATIVES

Alternatives pages

The switch-from page buyers read right before they leave a competitor.

ExampleSalesforce alternatives for SMBs
TOP [N], SCORED

Comparison matrix

A scored grid: products down the side, features across the top.

Example8 project tools, compared
HOW TO [JOB]

How-to tutorials

Step-by-step guides that ship with HowTo schema attached.

ExampleHow to reduce SaaS churn
[TERM], EXPLAINED

Explainers & glossary

Short, citable answers to the terms your buyers actually Google.

ExampleNet revenue retention, explained
THE GUIDE TO [TOPIC]

Pillar guides

The 2,000-word cornerstone the rest of the cluster links into.

ExampleThe complete guide to onboarding
[PRODUCT] FOR [INDUSTRY]

Use-case pages

One product, every audience and industry that searches for it.

ExampleNorthwind for healthcare teams
FROM PEOPLE-ALSO-ASK

Answer pages

FAQ pages built straight from the questions the engines surface.

ExampleIs X better than Y?
How the engine works

From a pattern to published, in your voice.

Pay once, set it up in about five minutes, and the engine runs the rest on its own.

1

Pick patterns, upload your docs

Choose the page shapes and weight them. Drop in your PDFs, case studies and spreadsheets, and we parse and index them in minutes.

2

Rank real keywords

We expand every pattern into candidates, over-scan by roughly 1.8×, then rank each one on real monthly volume and difficulty from DataForSEO. Low-demand variants are dropped before a word is written.

3

Research each page

For every keyword we keep, we read the live SERP and People-Also-Ask with Serper, and pull the relevant facts from your own docs.

4

Write in your voice, in bulk

Articles are drafted through Anthropic's Batch API with your brand voice cached across the whole run. That lands at about half the cost of writing them one at a time.

5

Pass the quality gate

Four checks per article: near-duplicate, information gain, an AI judge, and structure. Anything thin or repetitive is held for review, not published.

6

Drip-publish to your CMS

Approved articles publish to your CMS at the pace you set, say 50 a day, and we re-fetch the live URL to confirm everything stuck.

Why it won't get you penalised

Scale, without the slop.

Google penalises unhelpful content at scale, not volume itself. Six things keep this on the right side of that line.

REAL DEMAND

Written for searches that exist

Every variant is ranked on real volume and difficulty first. The ones nobody searches never get written.

DataForSEO rankedOver-scan, then cut
YOUR FACTS

Facts only you have

Relevant pieces of your own docs go into each article. Generic AI cannot reproduce your numbers, quotes and case studies.

Voyage retrievalRelevance-gated
ONE VOICE

Reads like one team wrote it

Your brand voice is fingerprinted once and applied to every article, so it never drifts across hundreds of pages.

Frozen per batchReading grade checked
THE GATE

A four-check quality gate

Duplicate, information gain, an AI judge, and structure. Thin or repetitive drafts are held back, never shipped.

~70% auto-passBorderline to review
ANSWER-READY

Built to be cited, not just ranked

Every page ships answer-first with verified schema, so AI engines can quote it, not only Google rank it.

Answer-first + schemaCite-able by ChatGPT & co
HUMAN PACE

Published like a team

Articles drip out at your chosen pace instead of all at once, which reads as authored content rather than a dump.

You set the pacee.g. 50 / day
The economics

Buy a batch. Own a category.

It's a one-time payment, not another subscription. A typical batch of 500 articles goes live over about two weeks and compounds traffic over the months after.

ONE-TIME

Pay once, keep it forever

No recurring fee for the batch. The articles are yours, live on your own site, for good.

Billed viaStripe checkout
BATCH MODE

Written in parallel, not one by one

The whole batch drafts together through Anthropic's Batch API, so a 500-article run lands in days, not the months it would take to write by hand.

Built for100s at once
3–6 MONTHS

Traffic that compounds

Pages start ranking within days. Meaningful traffic builds over three to six months as more of them rank.

MeasuredWeekly
The questions we get most often

Programmatic SEO, answered.

Isn’t this just a content farm?

No. Content farms publish thousands of generic pages with no real demand behind them. Here every page is ranked on real search volume first, written with your own facts, scored by a four-check gate, and drip-published. Thin drafts never reach your site.

Will Google penalise bulk AI content?

Google penalises unhelpful, derivative content, not volume itself. The quality gate is built to fail exactly that kind of page: near-duplicates, low information gain, and AI-tell phrasing are caught before publish. What ships is on the right side of the helpful-content line.

How is it different from other AI writers?

Most write one article at a time from a one-line prompt. This ranks real keywords first, pulls in your proprietary data, writes the whole batch in your voice through Batch mode, and gates every draft. You get scale and substance, not just words.

What do I need to upload?

Whatever makes you distinctive: your docs, case studies, pricing, benchmarks, customer quotes. PDFs, Word, spreadsheets and Markdown all work. The more you give it, the harder your pages are for a competitor to copy.

How much does it cost?

You buy a batch up front, anywhere from 100 to 10,000 articles, and pay once instead of monthly. You see the exact total before you confirm, with no metered surprises after. Want to try the rest of the platform first?

Can I review before anything goes live?

Yes. Turn auto-publish off and every article waits in the Studio for you to approve or edit. Borderline articles always go to a review queue regardless, so nothing thin slips through.

Buy a batch and watch it fill your calendar. Seven days free to try the rest of the platform first.