In this article
- 01 What generative engine optimization services are
- 02 What the work actually includes
- 03 Deliverables to ask for
- 04 Red flags in GEO services
- 05 How to measure GEO honestly
- 06 How to choose a GEO agency or service
- 07 DIY, software, an agency, or AI FDE?
- 08 How PolyDraft’s AI FDE delivers GEO
- 09 How we run GEO on our own site
- 10 Frequently asked questions
- 11 Continue with the next task
- 12 Sources
Generative engine optimization (GEO) services aim to make your website easy for AI assistants and AI search features to find, read, attribute correctly, and quote. A real GEO service does checkable work. It checks crawler access, puts a direct answer at the top of key pages, keeps your company and product facts consistent everywhere, makes structured data match what the page shows, and measures with dated prompt tests and analytics. Nobody can guarantee that an assistant will cite you. Choose a provider by what you can verify: the deliverables, the evidence behind each change, and your approval before anything goes live.
This guide is for founders and marketing leads comparing GEO or answer engine optimization (AEO) services. It explains what the work involves, the deliverables to ask for, the red flags, how to measure honestly, and how doing it yourself, software, an agency, and PolyDraft's AI FDE service compare.
Key points
- GEO builds on SEO. Google treats its AI features as part of Search, with no separate technical requirements.
- Most real GEO work is unglamorous: access, clear answers, consistent facts, accurate markup, and measurement.
- Ask for deliverables you can check, not for "AI rankings" or guaranteed citations.
- Measure with dated prompt sets, Search Console, and referral analytics, and keep them separate.
- Whoever does the work, you should own the accounts and approve every change before it ships.
What generative engine optimization services are
GEO services, also sold as AEO, LLM SEO, or AI search optimization, are services that improve how AI systems such as Google's AI Overviews, ChatGPT, Perplexity, and Copilot find and describe your business. The names differ, but the work overlaps heavily with SEO. Google's guidance for site owners says a page needs to be indexed and eligible to appear in Search with a snippet to be shown as a supporting link in AI Overviews or AI Mode, and that there are no additional technical requirements. Sites are included by default. Since June 2026, Google has been rolling out a Search Console setting that lets a site exclude itself from these features.
So a GEO service that ignores the basics of search has nothing to stand on. What a good one adds is attention to how an answer engine reads a page: whether the facts can be lifted out cleanly, whether they're consistent across your site and listings, and whether a given crawler is allowed in at all.
What the work actually includes
| Task | What the provider does | What you can check yourself |
|---|---|---|
| Evidence brief | For each key page, lists the reader's question, the facts that answer it, their sources, and who verifies them | The brief exists, and every claim on the page traces to it |
| Crawler access | Reviews robots.txt rules per crawler, separating search, training, and user-triggered agents, and records your decision for each | Your robots.txt, the decision log, and a raw fetch of key pages |
| Readable pages | Makes sure the main content is in the HTML a crawler receives, not only after JavaScript runs | The raw HTML of each key page contains the answer text |
| Answer-first content | Rewrites key pages so the question is answered in the opening lines, with detail below | The first paragraph answers the page's main question |
| Entity and fact consistency | Uses one exact form of your company, product, and plan names, and the same facts (prices, locations, capabilities) everywhere | A list of canonical names and facts, and the pages where each appears |
| Structured data parity | Adds or fixes JSON-LD so every fact in the markup also appears on the page | Every price, rating, FAQ, and date in the markup is visible on the page |
| Optional files | Maintains an llms.txt if a system you care about uses it, as an index rather than a ranking tool | The file is current and points to pages that exist |
| Prompt-set measurement | Runs a fixed, dated set of questions through named assistants and records the answers and sources | The prompt list, dates, assistants, and raw answers, not just a score |
| Reporting | Separates release checks, prompt observations, and business results | Each figure has a source and a date range |
Most of this is the same discipline as good SEO and good editing. Our guide to what makes a site quotable covers the page-level method in detail, and our AI visibility guide covers the technical checks.
Deliverables to ask for
A proposal for GEO services should name outputs you can open and check. Ask for:
- A baseline. A crawl or fetch of key pages, your current robots.txt decisions, and a dated prompt set with the raw answers, recorded before any change.
- A page list. The pages the service will work on, the question each one answers, and its evidence brief.
- A change log. Every change, with the date, the reason, who approved it, and how to reverse it.
- A facts sheet. The canonical names and facts the service will keep consistent across your site and listings.
- A measurement plan. Which prompts, which assistants, how often, and which analytics views. Agree it before work starts.
- A monthly report. Work done, observations with dates and sources, and what's planned next.
If a provider can't describe its deliverables this concretely, you can't tell whether the work was done.
Red flags in GEO services
Walk away from any GEO service that promises outcomes nobody controls or uses tactics Google's spam policies describe:
- Guaranteed citations or "AI rankings". No provider controls what an assistant says, and answers vary by system, session, and wording.
- Mass-produced pages. Generating many pages mainly to influence search results, without helping users, is what Google's spam policies call scaled content abuse.
- Link schemes and planted mentions. Buying links that pass ranking credit, or automated link building, falls under Google's link spam policy. Fake reviews and planted forum posts are a reputational risk too.
- "llms.txt gets you cited". Google says you don't need llms.txt or other AI text files to appear in its AI features. It's an optional file, not a lever.
- Results with no raw data. A "visibility score" without the prompts, dates, and answers behind it can't be checked.
- Accounts in the provider's name. You should own Search Console, analytics, the website, and its content.
How to measure GEO honestly
Measure four things separately, because each answers a different question:
| Measure | What it tells you | What it doesn't tell you |
|---|---|---|
| Release checks | The right page and metadata are live and readable | Whether anyone will cite the page |
| Dated prompt sets | What named assistants answered on a given day, and which sources they used | A trend, unless repeated under the same conditions |
| Search Console | Impressions, clicks, and queries in Google Search, which include AI features. Where Google has rolled it out, the Search Generative AI performance report shows AI feature impressions separately | Citations inside other assistants |
| Referral analytics | Visits that arrive from AI assistants that pass a referrer | Visits that don't pass one, which show up as direct or unknown |
Two cautions apply to every report. A before-and-after difference doesn't prove that a change caused it. And there's no reliable timetable for citations. They may come slowly, or not at all, even when the work is sound.
How to choose a GEO agency or service
Ask these questions before you sign:
- Which tasks in the table above will you do, and which will you leave to us?
- What will the baseline include, and when will we see it?
- How do you decide which AI crawlers to allow, whether to use Search Console's Search generative AI setting, and who makes the final call?
- Who reviews AI-written content, and how are facts checked against sources?
- Will anything go live without our written approval?
- Which prompts, assistants, and dates will you report on, and do we get the raw answers?
- What happens to the content, change log, and access when the contract ends?
Write the answers into the agreement. Our SEO contract checklist covers ownership, approval, and AI terms, and our auto SEO software scorecard works for services as well as tools.
How GEO services are priced. GEO services are usually sold as a monthly retainer, a fixed-price project (such as an audit and a set of page rewrites), or hourly consulting. Some providers charge performance-based fees tied to citations or "visibility scores". Treat that with extra care, because those metrics are easy to influence in ways that don't help your business.
DIY, software, an agency, or AI FDE?
| Option | Who does the work | Good fit when | Watch for |
|---|---|---|---|
| Do it yourself | Your team, with free checks and a prompt log | You have time and a small site | Consistency, and keeping a dated record |
| Software | A tool runs checks and tracks prompts | You want monitoring and alerts | Scores with no raw data, and tools that edit or publish without review |
| Traditional agency | Specialists, often across many clients | You want strategy and execution handed off | Rebranded SEO with no process evidence, and accounts held by the agency |
| PolyDraft AI FDE | A PolyDraft engineer runs PolyDraft for you | You want the website and its SEO and GEO work done for you | The work runs on PolyDraft's platform. Agree scope and handover up front, as with any provider |
A note on bias: PolyDraft sells one of these options (AI FDE), so weigh our comparison accordingly and use the same questions with every provider.
How PolyDraft’s AI FDE delivers GEO
PolyDraft also offers AI FDE (AI forward-deployed engineering): a PolyDraft engineer runs PolyDraft for you, building or migrating your site and doing its technical SEO, content, and AI-visibility work with PolyDraft's agents. Nothing goes live without your approval. Contact us to scope an engagement.
Ask any provider, including us, to show you the drafts and the approval behind each change before it goes live. PolyDraft's own SEO features are described on our SEO automation and AI visibility pages, including which parts are available today and which are still in internal testing.
How we run GEO on our own site
We apply the same rules to polydraft.ai. Every article starts from a reader question and an evidence brief. A QA script flags percentages without a source link, source domains outside an approved list, links outside a list of verified live pages, and a missing AI-assistance disclosure. Separate AI reviewers then fact-check the draft and audit it against our editorial workflow, and a person approves the final version.
In our most recent batch, those reviews caught a statistic we had misstated, and product claims that went further than our own product documentation. We fixed both before publishing. For measurement, we keep a dated prompt test rather than a score. Our AI visibility checker guide describes how we ran it.
Frequently asked questions
What are generative engine optimization services?
They're services that help AI assistants and AI search features find, read, attribute, and quote your website correctly. The work covers crawler access, answer-first content, consistent facts, accurate structured data, and honest measurement.
What deliverables should a GEO service provide each month?
A change log with approvals, the pages worked on and the question each answers, an updated facts sheet if anything changed, and a report with dated prompt observations and analytics, each figure with its source and date range.
What’s the difference between GEO and answer engine optimization services?
Mostly the label. Both aim to make your content usable in AI-generated answers. Compare providers by their deliverables, not by the acronym.
Can a GEO agency promise that ChatGPT will cite my business?
No. Assistants' answers vary by system, session, and wording, and no provider controls them. A provider can commit to the work, the evidence, and the reporting.
How should a GEO service report results?
Separately for each measure: release checks, prompt observations with the raw answers, Search Console data, and referral analytics. Ask for dates and sources on every figure, and don't accept a single visibility score in place of the data behind it.
Does an llms.txt file help with GEO?
It can help systems that choose to use it, as a curated index of your key pages. Google says you don't need llms.txt or other AI text files to appear in its AI features, so it's optional.
Continue with the next task
- Get cited in Google's AI features: How to show up in Google AI Overviews
- Pick a tool to track prompts and citations: How to choose an AI visibility checker
- Decide which AI crawlers to allow: robots.txt examples for AI crawlers
About this article. Drafted by an AI agent following PolyDraft's blog workflow, checked by an automated QA script, reviewed by separate AI agents, and approved by Vincent Chen. We paraphrase Google's and OpenAI's documentation rather than quote it, and link the pages below. We checked each point against excerpts of their published pages on October 26, 2026. The AI FDE description reflects the service as offered on October 26, 2026. The task table and question lists are our own recommendations, not an industry standard. The diagrams are original illustrations made for this article.
Sources
- Google Search Central: AI features and your website
- Google Search Central: Spam policies for Google web search
- Google Search Central: Creating helpful, reliable, people-first content
- Google Search Central: General structured data guidelines
- OpenAI: Overview of OpenAI crawlers
- Google Search Central Blog: Introducing Search Generative AI performance reports in Search Console
Written by
Founder of PolyDraft and CEO of BlackMonolith, Inc.
