Programmatic SEO infrastructure For funded startups & ambitious growth teams Builds from $6k
Custom directories & aggregators

Build the search
surface your buyers
already want.

We turn high-intent search patterns into useful products—complete with custom UX, structured data, automated pages, sitemaps, and an operating plan to grow them.

Initial build $6–8k
Ongoing $1.2k/mo

Final build price depends on the number and complexity of page types.

opportunity-model.system live map
Example route architecture
DATA / 01 City
DATA / 02 Service
PAGE SYSTEM City × Service designed + validated
INDEXABLE /merchant-services/austin/ Useful content · Structured data · Internal paths
One structured dataset Many useful ways in
Useful page patterns
Profiles+Locations+Categories+Comparisons+Use cases
00 The point of view

A page factory is easy.
A useful search product is hard.

Search engines don’t need another pile of interchangeable AI pages. Buyers need a better way to find, compare, and understand what is already hiding in your market.

So we start with intent, design the experience around it, and use automation only where it makes the result more useful and maintainable.

A

Intent before scale

Buying signals, market shape, and viable page patterns come before page count.

B

UX before templates

Each page type earns a custom information architecture—not a swapped-out keyword.

C

Quality before indexation

Structured inputs, page-level rules, and controlled sitemaps keep quality governable.

02 The build sequence

From search pattern
to living system.

Strategy, product design, engineering, and operations—one connected engagement.

Five connected phases
01
RESEARCH

Find the search surface

We work with your team to map transactional intent, buying signals, and the page patterns worth owning.

Output / opportunity map
02
DESIGN

Shape the experience

We design custom profile, category, location, or comparison pages around the job each visitor came to do.

Output / bespoke page UX
03
ENGINEER

Build the data engine

AI, APIs, scraping, and first-party sources feed a structured database with rules you can maintain.

Output / database + pipelines
04
LAUNCH

Publish with control

Pages and sitemaps populate automatically, with indexation managed around quality and search demand.

Output / production system
05
GROW

Learn and expand

Search Console signals, weekly maintenance, and monthly planning show us what to improve or build next.

Output / operating roadmap
03 Under the interface

Not a campaign.
A growth asset.

We build the connective tissue between your market data and the search experience: repeatable, inspectable, and ready to evolve as new opportunities appear.

Search Console access recommended

It gives us the cleanest feedback loop for promoting and improving newly generated pages.

SYSTEM ARCHITECTURE / 1.0 DATA → DISCOVERY
INPUTS AI enrichment External APIs Scraped sources First-party data
NORMALIZED DATA
CORE
rules + QA
OUTPUTS Profile pages /p/ Collection pages /c/ Location pages /l/
Internal discovery Automated sitemaps Search Console loop
04 After launch

Your team doesn’t
inherit a ghost ship.

The system stays close to the people using it, with a simple operating rhythm built into the engagement.

W
EVERY WEEK

Working chat

Fast feedback, fixes, content updates, and small website improvements without waiting for a monthly meeting.

M
EVERY MONTH

Growth planning call

Review what the search data is showing, decide where to take the product next, and align the upcoming work.

WHEN NEEDED

Specialist recommendations

Best-practice guidance plus introductions to SEO or GEO partners when the broader growth plan needs extra support.

05 Straightforward pricing

Fund the system.
Then keep it moving.

No price-per-page games. Scope follows the number of distinct page experiences and the data work behind them.

INITIAL BUILDONE-TIME
$6–8k

Research, product design, data architecture, page automation, and launch.

  • 01Intent and keyword research with your team
  • 02Custom UX/UI for each page type
  • 03AI, API, scraping, or first-party data pipelines
  • 04Automated page and sitemap population
Where you land in the range depends on page-type count and complexity.
OPERATE + GROWMONTHLY
$1,200/ month

Ongoing attention for the website and the search opportunity around it.

  • 01Weekly working chat and maintenance
  • 02Website and content-system updates
  • 03Monthly review and expansion planning
  • 04SEO/GEO best-practice recommendations
Talk through your scope
06 The right conditions

Built for teams with
something to compound.

STRONG FIT
  • 01

    A funded startup with momentum, PR, or early authority

  • 02

    A company ready to move beyond one-off blog content

  • 03

    A market with useful data, entities, locations, or comparisons

  • 04

    A team ready to collaborate on intent and customer insight

× NOT THE MODEL
  • 01

    Publishing thousands of generic pages just to hit a quota

  • 02

    Expecting an overnight traffic spike with no iteration

  • 03

    Outsourcing customer knowledge and disappearing from the process

07 Common questions

A few useful
answers up front.

Is every site filled with AI content?

No. We choose the right source for the job: AI enrichment, APIs, compliant scraping, your own data, or a mix. Merchantoria uses AI-assisted content; Podvertise and Brandvertisor were built before generative AI.

Do we need to provide Search Console access?

It isn’t required to start, but it is strongly recommended. Access helps us understand how new pages are being discovered, prioritize improvements, and build the next iteration around real search signals.

What changes the initial build price?

The main factor is how many genuinely different page types you need. Data sources, integration complexity, and the UX required for each type also shape the final scope inside the $6–8k range.

Is the monthly plan a full SEO/GEO retainer?

No. The $1,200 monthly plan keeps the product maintained and moving through weekly chats, updates, and monthly planning. We also advise on best practices and can recommend specialist SEO/GEO partners if the wider strategy needs them.

How many pages will you publish?

The research decides that—not an arbitrary package limit. We focus on page patterns with real intent and enough differentiated value to deserve indexing, then expand where the data supports it.

08 Start with the pattern

What could your market become?

Bring a domain, a customer, and the rough shape of an idea. We’ll start by mapping the search surface around it.

Start a conversation
Best for funded teams Bring your domain + growth goal