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pSEO Engine

The whole run, in one tool: research, generate, publish.

A programmatic SEO run usually dies in the handoffs. This one doesn't: it researches, writes, ships to a domain you control, and tells you where every page landed.

No card needed. 75 free actions — one full research run, on us. Nothing auto-charges.

run / yourclient.comIllustration
yourclient.comstage 3 of 5
  1. 01Research124 queries qualifiedDone
  2. 02Designtemplate themed to the siteDone
  3. 03Generate124 pages from the plan
  4. 04Reviewwaiting for youYou
  5. 05Publishcustom domain + sitemaplocked

How a run goes

Four steps. Nothing publishes without you reading it first.

Each step is one you can stop at. The research plan is yours to read before you spend actions generating anything, and the generated set is yours to read before it reaches a live domain.

Most tools collapse that into a single button. It is also what makes programmatic SEO hard to sell to a client — you cannot show them what went out, because you never saw it either.

review gategeneratedpublished
Illustrationthe review step, drawn as what it is · nothing ships until you have read it
  1. 01

    Research

    Mine the query space, qualify against live search data, and structure the result into a page plan.

  2. 02

    Design

    Build the page template in the design studio so the set matches the client's existing site.

  3. 03

    Generate and review

    Pages are written from the template and the research row behind them. You read them before anything ships.

  4. 04

    Publish and track

    Custom domain, generated sitemap, scheduled rank checks, weekly client report.

What each step actually does

Every metered action has a fixed action price, listed here rather than buried. That is the most-asked question, and burying it is what makes it one.

AI research

It finds the queries with intent behind them

A research run digs through the query space for a service and a market, tests each candidate against live search results, and hands you the survivors as a page plan. Queries that could only ever produce a thin page are dropped before you see them.

  • Keyword mining needs no Ahrefs or Semrush subscription
  • Intent classification, so a commercial page and an informational one differ
  • You read the plan before committing actions to generation

50 AI Actions per research run, flat

research/qualifyIllustration
the query space — everything you could build a page forqualified against live search datathe page planno intent behind them

Generation and the design studio

It writes the page. You approve it.

Every page in the set grows out of the research row behind it and the one template you designed, so the batch is consistent without being copy-paste. The design studio is where that template is built, so pages read as the client's site — not as a tool's output.

  • Generation and publishing are separate steps, on purpose
  • Design studio themes the page set to match the client
  • Refresh a decaying page in place instead of rebuilding the set

2 AI Actions per generated page · 5 per design theme

design-studio/templateIllustration
your templatethemed in the studiothe generated set

AEO and GEO

Optimized for the engines that answer, not just the ones that link

Ordinary on-page SEO is table stakes. Audits also check whether a page can be parsed, quoted and cited by AI answer engines, and apply the fixes where they are missing.

  • AEO audit and apply, per page
  • GEO visibility checks — one keyword asked of one engine, one action
  • Runs on published pages, not just at generation time

1 action per audit · 1 per GEO check

aeo/citationIllustration
your published pagewhat the engine answersanswer-shaped passageansweryourclient.comcited, not just linked

Publishing and rank tracking

It ships to the client's domain, then watches it

Pages publish to a custom domain with a generated sitemap. Rank checks run on a schedule against the published set, and the weekly client report assembles itself.

  • Live rank checks included — 1,000 a month on Growth
  • Custom domains and generated sitemaps
  • Weekly client reports, sent without you building them

Rank checks are included in the plan, not charged per action

publish/rank-trackingIllustration
yourclient.comsitemap.xml#10#20#30#40w1w2w3w4w5w6scheduled rank checks
illustrative shape — not a measured client result

What a plan buys

Figures below come from the same plan data the pricing page renders.

AI Actions meter every call the engine makes outward — a research run, a generated or refreshed page, a design theme, an AEO or GEO check. The model tokens come from a key you plug in, so token spend and model choice stay yours. Everything structural ships with the plan: publishing, custom domains, generated sitemaps, and the weekly client report.

Rank checks are capped per plan rather than charged per action, so a month of tracking cannot quietly turn into a bill. Action Packs, if you ever need them, do not expire.

AI Actions included, every month1,000 AI Actions÷ 2 actions a generated page≈ 500 generated pages
Illustrationthe Growth plan, as arithmetic · one tile stands for about 16 pages

Growth AI Actions

1,000

Per month, on the Growth plan

Pages per month

~500

At 2 actions a page

Client projects

3

Growth plan; up to 10 on Scale

Free to start

75

Credits, free for 7 days

After generation

The engine keeps working after the page is written

The new layer is about what happens after a draft exists: catch the risks before publication, find the next best opportunities, and give an agency evidence it can show a client.

Quality gates

Catch cannibalization before it becomes a ranking problem

The publish gate checks for overlapping targets and unsupported claims alongside the existing duplicate and human-review checks. High-risk rows stay out of the live set until they are fixed.

Opportunities

Prioritize the work that has evidence behind it

The opportunity engine turns your researched rows and stored rank data into a short queue: commercial-intent pages, near-page-one refreshes, and pages seen in search but not clicked.

Client proof

Turn measured work into a report a client can use

Completed audits can produce a branded PDF and a useful checklist. Case-study drafts use stored pages, clicks, impressions and rankings only — no invented traffic or revenue claims.

Agency control

Keep the account readable as the work scales

Funnel analytics, onboarding steps, experiments, referrals and optional client branding give agencies a clearer operating layer around every project, not just a page generator.

Want to see the same checks on your own site? Start with the free audit — no account or card required.

Get the free audit

For AI agents

The whole engine, callable by a machine.

Everything on this page is also an MCP tool. An agent authenticates with its own key, creates its own project, starts a research run or a generation pass, polls the job, and publishes — the same pipeline, driven by software instead of a person. No step in that sequence needs someone to open the dashboard first. Reads and setup cost nothing, so an integration can be built and tested before a balance is bought.

Keys are prepaid rather than subscribed, and an agent signs up with no card at all — one payment buys the pack outright, nothing recurs. Each key carries its own balance and its own daily spend cap, so a runaway loop stops at a number you set instead of at the end of your money, and every call it made is itemised on that key's ledger.

See what a key costs·Agent quickstart — connect in five minutes

one key, one prepaid balanceyour agentMCP clientprepaid balanceagent keyresearch_startdebitcontent_generatedebitaudit_startdebitreads and setup are free — balance moves on work

What comes out

A generated page, pulled apart

The fair question about any tool like this is whether the output is worth publishing. Here is one page, taken apart — pick a part.

/bridal-makeup/salt-lake-sector-vIllustration
title + h1intent-matched openinglocal specificsschemainternal linksenquiryone of 500 in the set

Nothing publishes until you have read it. That is a separate step on purpose — anyone selling you a set-and-forget version of this is selling you a penalty.

The actual product

Not a mockup — the actual product

Everything else on this page is a diagram. These two are screenshots of the running app, taken from the client project in the case study.

pseo.quantumcx.net · MUA Bishal — client projectScreenshot
Nothing publishes until someone reads it

Nothing publishes until someone reads it

The review queue, with the page auditor clear across all 500. This screen is the reason the black-hat answer above is not marketing: there is no setting that generates and publishes in one action, so every page in a set passes through here.

About the black bars

The client's page paths and keywords are redacted. His signed permission covers his name, his business and a link to his site — not his keyword list, which is the competitive asset of his business.

The fair question

Is this the thing that gets sites penalised?

It can be. Programmatic SEO and doorway-page spam are the same technique pointed at different questions, and a tool that generates at volume can serve either. So here is where the line is, risk by risk.

Doorway pages

Near-identical pages spun across a location list, all funnelling to the same place, none of them worth landing on.

What this does about it

A page is only generated for a query the research run qualified as having real intent behind it. Combinations that would produce a thin page are rejected before generation, not after — which is why the page count you end up with is usually lower than the permutation count you started with.

Scaled content abuse

Bulk-generated text published without anyone reading it, on the assumption that volume outruns quality.

What this does about it

Publishing is a separate, manual step. There is no setting that generates and publishes in one action, and that omission is deliberate — it is the feature request we decline most often.

Thin, templated substance

One page rewritten five hundred ways, where the only thing that changes is the place name in the heading.

What this does about it

The substance comes from the research row behind each page, not from a template with slots. If two pages have nothing genuinely different to say, that is a signal the market does not support two pages — and the run says so.

Ranking on a domain you do not own

Pages hosted on a vendor's subdomain, so the equity — and the leverage — sits with the vendor.

What this does about it

Pages publish to your client's own domain, with their own sitemap. If you stop paying us, the pages and their rankings stay where they are. Nothing is held hostage.

The part no tool can do for you: deciding the pages deserve to exist. The review step is where that judgement happens, and it is yours. If you publish five hundred pages you have not read, into a market that did not have five hundred questions in it, this tool will have helped you do that faster. We would rather say so here than have you find out from a manual action.

Questions worth asking before you trust this

What does an AI Action pay for?
Every call the engine makes to a model or a search API is metered as actions: 2 to generate a page, 1 for an AEO or GEO check, 50 flat for a whole research run no matter how many keywords it mines. Everything structural — publishing, custom domains, sitemaps, rank tracking, the client report — is included in the plan instead of the meter. The model tokens run on a key you connect, so token cost and model choice stay with you.
What happens mid-campaign when the actions run dry?
Generation pauses; nothing else does. Live pages stay up, sitemaps keep resolving, rank checks and the weekly client report continue on schedule. Top up with Action Packs — they never expire — or wait for the next month's allowance. A paused campaign is never a broken one.
How much review does a page actually need from me?
The review gate is where you spend attention, not where we hide the work. Generated pages arrive scored by the built-in QA layer — near-duplicate detection blocks cloned pages at publish, section-reuse and unsourced-claim checks explain their reasons in plain language, and a risk-first sort puts the pages that most need your eyes at the top. You read and approve; the queue makes sure you read the right ones first.
Is generating pages at scale going to get my client's site penalised?
Scale is not the trigger; purposeless pages are. This engine attacks that from both ends: research drops the queries that would only ever produce a thin page, and the review layer refuses to publish duplicates — pages that share most of their text are blocked mechanically, not left to your judgement. What survives both gates is a page built for a real query and read by a human, which is the shape Google has always rewarded.
Who owns the pages — me, or my client?
Your client does. Pages publish to a domain you control and point at your client's site. If you stop paying us, the pages that are already published stay where they are.
Can I run this for several clients?
Yes, up to the project limit on your plan — 1 on Starter, 3 on Growth, 10 on Scale. Each project has its own domain, research and rank tracking.
Can I run the whole pipeline before paying?
Yes — that is what the trial is for. 75 actions over 7 days funds one full research run plus about 12 generated pages, so you can take a set all the way to the review gate (or to publish on a test domain) before any money moves — no card to add, nothing to cancel. Connect a free Gemini key and the engine runs on your tokens from the first action.
Who am I dealing with?
QuantumCX is run by Baibhab Bose. When you email support, you are emailing the person who wrote the software.

One full research run, free — no card.

75 AI Actions covers it plus your first pages. Nothing auto-charges; you pick a plan only when the second run is worth it.

Start free — one full research run, no card