On Page Navigation

Managed Generative Engine Optimization Services for AI Overviews Chat Answers Citations

Your buyers are asking ChatGPT, Perplexity, and Google's AI Overview which company to use, and those answers name a short list. Our managed generative engine optimization services get your WordPress site into that list: structured data an assistant can parse, pages that answer the question before they explain it, crawler rules that let the right bots in, and monthly tracking of who actually gets cited. You see the trend, not a promise.

Cascadia engineer writing WordPress code across dual monitors.

Optimization built for how models read

What makes our approach to AI search optimization different

Plenty of agencies now sell AI visibility. Most of it is a report telling you where you stand, with no hands on the site afterward. We work the other way. The changes land in your WordPress install, they get verified, and we measure whether assistants started citing you as a result. Below are the choices that separate ongoing optimization from a one-time audit, and the reasons they matter once a model is deciding whether your page is worth quoting.

Why teams stop doing this in-house

A managed GEO partner vs a plugin and a dashboard

The DIY route is usually an SEO plugin plus a subscription to an AI visibility tracker. That combination will tell you your score and generate some markup. What it will not do is decide which pages matter, rewrite them, fix what the theme renders after page load, or keep any of it accurate six months from now.

Markup that matches reality

A plugin generates schema from whatever fields it finds, including blank ones. We write the structured data by hand against your real services and prices, so an assistant repeating it is repeating something true.

Content rewritten, not just scored

A tracker gives your page a grade and leaves. We take the pages that scored badly and restructure them so the answer sits at the top, which is the part that changes whether a model quotes you.

Crawler access configured per bot

Default WordPress either lets every crawler in or blocks them bluntly. We set rules per assistant, so the ones that send you buyers can read the site while scrapers you gain nothing from are turned away.

Rendering problems actually found

Content injected by JavaScript often never reaches an AI crawler, and no plugin will warn you. We check what your server returns before scripts run, then move the important content into that initial response.

Tracking tied to your buyers

Generic dashboards track generic prompts. We build the question set from how your customers actually describe their problem, which is the only version where a rising number means more of them found you.

Maintained as the models change

Retrieval behavior shifts every few months and last year's tactics quietly stop working. A subscription that includes ongoing review means someone notices the drop and adjusts, instead of you finding out a year late.

Built for businesses buyers ask about

Who our generative engine optimization services fit best

This work pays off when people research you before they contact you, and when an assistant is now part of that research. If your category involves comparison, cost questions, or a decision people talk through before buying, you are already being described by a model. The only question is whether the description is yours.

How the engagement runs

How our generative engine optimization process works

The first month is mostly diagnosis and repair. After that it settles into a monthly rhythm of measuring, fixing, and publishing. You are not waiting on a big reveal at the end, because changes ship continuously and the report simply tells you what moved.

1

We build your prompt set and baseline

We start by learning what you sell and how your buyers describe their problem, then turn that into the list of questions worth tracking. Those prompts get run against ChatGPT, Perplexity, and Google AI Overviews so you have a starting position before anything changes. At the same time we audit the site for the technical faults that keep AI crawlers from reading it properly. You get both findings in one document.

2

We fix the technical layer first

Structured data, crawler directives, rendering problems, and indexing gaps get handled before any content work begins, because a beautifully written page that a crawler cannot reach is worth nothing. Changes go into staging where that is available, get checked against your existing plugins, and only then reach the live site. Nothing we add depends on a plugin you would have to keep paying us for.

3

We publish, measure, and adjust monthly

Each month we rewrite or add the pages your prompt set says are missing, then rerun the tracking to see what changed. You get a report showing which questions now return your name, which pages earned the citation, and what we are working on next. When a model changes how it retrieves, we see it in your numbers and adapt rather than waiting for you to ask.

Transparent pricing for generative engine optimization

Pricing

Managed Generative Engine
Optimization

Standalone Service

$499.00
/per month, per website
Up to 6 pages optimized monthly

DETAILS

A monthly subscription for a single website that needs to show up in AI answers. Each month covers structured data upkeep, up to six pages restructured or written, crawler and indexing fixes, and tracking of your prompt set across ChatGPT, Perplexity, and Google AI Overviews. You get a written report and a review call whenever you want one.

Managed Generative Engine
Optimization - Growth

Standalone Service

$999.00
/per month, per website
Up to 15 pages optimized monthly

DETAILS

The same subscription scaled up for companies selling several services or working across multiple markets. It covers a wider prompt set, up to fifteen pages of content work each month, competitor share of voice benchmarking, and priority turnaround on fixes. Suited to sites where a single topic cluster is not enough to cover how buyers ask.

Testimonials

Here's what others had to say

Everything included each month

Complete generative engine optimization coverage

This is the icon that represents WordPress updates.Cascadia Web Services logo

Schema Markup Implementation

We add and maintain JSON-LD structured data across your key pages so AI systems can read what your business is, what it sells, and who it serves.
This is the icon that represents WordPress updates.Cascadia Web Services logo

FAQ and HowTo Schema

Question and step-based content gets marked up properly, giving assistants clean, quotable blocks to pull from when someone asks about your topic.
This is the icon that represents WordPress updates.Cascadia Web Services logo

Organization and Author Entities

Your company, your people, and their credentials are described in machine-readable form, so models can attribute claims to a real, identifiable source.
This is the icon that represents WordPress updates.Cascadia Web Services logo

Product and Service Schema

Offers, pricing, and availability are published as structured data, so what an assistant repeats about your services matches what you actually sell.
This is the icon that represents WordPress updates.Cascadia Web Services logo

Entity Consistency Audits

We check that your name, address, descriptions, and category language match across your site and major directories, because conflicting facts get you dropped.
This is the icon that represents WordPress updates.Cascadia Web Services logo

Answer-First Content Rewrites

Pages get restructured so the direct answer comes first and the supporting detail follows. Retrieval systems favor passages that resolve a question quickly.
This is the icon that represents WordPress updates.Cascadia Web Services logo

Question Coverage Mapping

We map the real questions buyers ask assistants in your category, then find which ones your site currently has no page or passage capable of answering.
This is the icon that represents WordPress updates.Cascadia Web Services logo

Comparison and Alternatives Pages

Assistants lean heavily on comparison content when users ask which option to pick. We build and maintain those pages so your name is in the set.
This is the icon that represents WordPress updates.Cascadia Web Services logo

Statistics and Source Blocks

Original figures, dates, and cited sources get placed where models can lift them. Concrete, attributable detail is what earns a citation instead of a paraphrase.
This is the icon that represents WordPress updates.Cascadia Web Services logo

Content Freshness Cycles

Priority pages are reviewed and updated on a schedule, with dates and changes reflected in markup, because stale pages lose ground fast in AI answers.
This is the icon that represents WordPress updates.Cascadia Web Services logo

AI Crawler Access Rules

We configure which AI crawlers can reach your content and which cannot, so you stay visible to the assistants you want without opening the door to everything.
This is the icon that represents WordPress updates.Cascadia Web Services logo

llms.txt and Robots Directives

Your site publishes a clear map of what matters, and your robots rules stop contradicting it. Most WordPress installs get this wrong by default.
This is the icon that represents WordPress updates.Cascadia Web Services logo

Server-Rendered Content Checks

Content that only appears after JavaScript runs is often invisible to AI crawlers. We find it and get it into the initial HTML response.
This is the icon that represents WordPress updates.Cascadia Web Services logo

Sitemap and Indexing Health

Sitemaps stay accurate and submitted, and we watch for pages that quietly fall out of the index. Unindexed pages cannot be cited by anything.
This is the icon that represents WordPress updates.Cascadia Web Services logo

Internal Linking for Retrieval

We link related pages with descriptive anchors so a model following your site can assemble a full picture of a topic instead of one isolated page.
This is the icon that represents WordPress updates.Cascadia Web Services logo

ChatGPT Citation Tracking

We run your prompt set against ChatGPT on a schedule and log whether you appear, in what context, and which page got cited.
This is the icon that represents WordPress updates.Cascadia Web Services logo

Perplexity and Google AI Monitoring

The same prompt set runs against Perplexity and Google AI Overviews, because the three surfaces pull from different sources and rarely agree.
This is the icon that represents WordPress updates.Cascadia Web Services logo

Prompt Set Development

We build and maintain the list of questions worth tracking for your business, and revise it as your services and your buyers change.
This is the icon that represents WordPress updates.Cascadia Web Services logo

Share of Voice Benchmarking

You see how often you get named versus the competitors you care about, tracked over time, so progress is a number rather than a feeling.
This is the icon that represents WordPress updates.Cascadia Web Services logo

Monthly Reporting and Review

Each month you get a plain report on what changed, what got cited, and what we are doing next, plus a call if you want to walk through it.

Answers to common generative engine optimization questions

Frequently asked questions
What is generative engine optimization?
Generative engine optimization is the work of getting your business represented accurately inside AI-generated answers. When someone asks ChatGPT, Perplexity, or Google's AI Overview a question in your category, those systems retrieve source material, summarize it, and sometimes cite it. GEO shapes what they find and how confidently they can use it, through structured data, answer-first content, crawler access, and consistent facts about your company.
How is GEO different from traditional SEO?
Traditional SEO competes for a ranked position on a results page. Generative engine optimization competes to be the source a model quotes when it writes the answer instead. The overlap is real, since both need crawlable, well-structured, credible pages. The difference is what counts as a win. In search you want a click. In an AI answer you want your name, your facts, and a link back to you.
Do I still need SEO if I invest in generative engine optimization services?
Yes. Classic search still sends most of the traffic for most businesses, and the technical foundation the two share means neglecting one weakens the other. Our generative engine optimization services build on top of solid SEO rather than replacing it. If your indexing, site structure, or content quality is weak, we fix that first, because no amount of schema markup rescues a page an assistant cannot retrieve.
Which AI systems do you optimize for?
We work against ChatGPT, Perplexity, and Google AI Overviews as the primary three, and watch Claude and Copilot as they gain share. Each pulls from a different mix of live web retrieval, licensed sources, and training data, so they frequently disagree about who to name. We track your visibility separately on each rather than reporting a single blended number that hides where you are losing.
How long before I see results?
Technical changes such as schema, crawler access, and rendering fixes usually show up within four to six weeks, because retrieval happens at query time. Content work takes longer. Expect three to six months before your prompt set shows steady, repeatable mentions rather than occasional ones. Anyone promising faster than that is either lucky or guessing. We report movement monthly so you can see the trend early.
Can you actually measure whether AI assistants mention my business?
Yes, within limits. We build a prompt set for your category, run it against each assistant on a schedule, and log whether you appear, how you are described, and which page got cited. That gives you a real trend line and a share of voice figure against named competitors. What nobody can give you is a complete impression count, because the platforms do not publish one.
What is llms.txt and does my site need one?
It is a plain text file at your domain root that points AI crawlers at your most important content in a clean, readable form. Adoption is still uneven across the major platforms, so treat it as cheap insurance rather than a silver bullet. We publish and maintain one because the cost is close to zero and it also forces a useful conversation about which pages actually matter.
Will you block AI crawlers or allow them?
That is your call, and we set it up either way. Most businesses selling a service want the major assistants reading everything, since being absent from the index guarantees being absent from the answer. Publishers and companies with proprietary research often want tighter rules. We configure crawler directives per bot so you can allow the assistants that send buyers and refuse the scrapers that do not.
Does this work for local businesses?
It works well, and the mechanics shift a little. Local queries lean harder on entity consistency, so your business name, address, hours, and service descriptions have to match across your site, your Google profile, and the directories assistants pull from. One stale address in a third-party listing is enough to make a model hedge or name someone else. We audit and correct those alongside the on-site work.
What do you need from me to get started?
Admin access to the WordPress site, access to Google Search Console and analytics, and roughly an hour of your time to talk through your services and who you sell to. That conversation is what builds the prompt set, and a generic prompt set produces useless reporting. After that the work runs on our side, with a monthly report and a review call whenever you want one.
Do you write the content or do we?
Either arrangement works. In most engagements we restructure and rewrite existing pages, which is where the fastest gains sit, and hand you a short brief when a genuinely new page is needed. If your team prefers to write, we supply the question map, the structure, and the markup, then review the draft before it ships. Nothing goes live without your approval.
Is generative engine optimization worth it for a small site?
Often more than for a large one. AI answers name a handful of sources, not ten blue links, and models weigh clarity and specificity heavily. A focused site that answers a narrow set of questions unusually well can outrank a much bigger competitor whose content is broad and vague. The entry tier exists for exactly that situation. Very early stage sites with little content should build the content first.
What is the difference between GEO and answer engine optimization?
The terms are used almost interchangeably in practice. Answer engine optimization usually describes the older goal of winning featured snippets and direct answers in classic search. Generative engine optimization describes being cited inside a model-written response. The tactics overlap so heavily that separating them into two budgets rarely makes sense. Our answer engine optimization services and GEO work are the same engagement.
Do I need managed WordPress hosting or maintenance to buy this?
No. This runs as a standalone monthly service on whatever WordPress hosting you already use. It does pair well with our maintenance and performance plans, mostly because slow or broken pages undermine everything else and updates occasionally break markup. If you host elsewhere and want to stay there, that is fine. We will tell you if the environment is genuinely holding results back.
How do the two plans differ?
The standard plan covers one website, a focused prompt set, and a set number of pages optimized each month, which suits most single-location businesses and single-product companies. Growth raises the page volume, widens the prompt set across more topics or regions, and adds competitor share of voice benchmarking. If you sell several distinct services or operate in multiple markets, the wider coverage is usually where the value is.
​Contact

Ask Us Anything

We’d love to hear from you!