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SEOGenerative Engine OptimizationUpdated October 8, 2026

SEO vs GEO: Differences, Overlap and Where to Start

SEO vs GEO is a question about where you want to be found, because SEO works to earn rankings and clicks in search results while GEO works to earn mentions and citations inside AI-generated answers, and Google states that appearing in its own AI features...

Dr. Salman Sabir, PTPublished October 8, 202620 min read
SEO vs GEO: Differences, Overlap and Where to Start

SEO vs GEO is a question about where you want to be found, because SEO works to earn rankings and clicks in search results while GEO works to earn mentions and citations inside AI-generated answers, and Google states that appearing in its own AI features needs nothing beyond a page that is indexed and eligible to show with a snippet. For most Canadian businesses that means the SEO foundation comes first and GEO builds on top of it, since both depend on crawlable, accurate, well-organized pages. The mix that fits you depends on your market, your competitors, how much of your demand starts in AI tools, the condition of your website and how you measure a lead.

SEO vs GEO at a glance

  • Primary goal of SEO: rankings, organic traffic and enquiries from search engine results pages
  • Primary goal of GEO: being mentioned or cited, ideally with a link, inside answers written by AI tools
  • Google’s published requirement for AI Overviews and AI Mode: the page must be indexed and eligible to show with a snippet, with no additional technical requirements
  • Search demand for the phrase “seo vs geo” in Canada: about 320 searches a month, and about 390 for “geo vs seo” (DataForSEO, national figures, August 2026)
  • Typical measurement for SEO: rankings, impressions, clicks, enquiries
  • Typical measurement for GEO: mention rate, citation share and accuracy across a fixed set of prompts, tracked as trends
  • Can anyone guarantee either: no, because neither Google nor any AI tool publishes a way to buy a placement

Terms used in this guide

  • SEO (search engine optimization): improving a website so search engines can crawl, understand and rank it for relevant searches.
  • GEO (generative engine optimization): improving how clearly and credibly your business and content can be understood, mentioned and cited by AI answer tools. Many agencies also say AEO (answer engine optimization) or AI SEO for overlapping work.
  • AI Overviews and AI Mode: Google features that generate a summary or a conversational answer with links to sources.
  • Citation and mention: a citation links to your page, while a mention names your brand without necessarily linking.
  • Query fan-out: Google’s description of how these features may run several related searches behind one question.
  • Entity: a business, person, place or product that a system can recognize as a distinct thing, such as your company and its address, services and reviews.

Treat the search volumes above as keyword research estimates for Canada as a whole, not city-level data and not a traffic forecast. The comparison also depends on the platform in question, because Google documents its own features while other AI tools publish far less about how they choose sources. Anything described here as typical is a general pattern, and a single AI answer is a snapshot that can change the next time someone asks.

Key takeaways

  • SEO and GEO share most of their foundations: crawlable pages, clear answers, accurate business details, useful content and a trustworthy reputation.
  • Google says there is no special schema, AI text file or other markup required to appear in AI Overviews or AI Mode.
  • GEO changes what you measure more than it changes what you build. Mentions, citations and accuracy replace some of the clicks and rankings you may be used to.
  • New or technically weak websites usually gain more from SEO fundamentals first. Established sites with steady rankings are better placed to add GEO work.
  • Third-party sources such as directories, reviews and industry sites matter more for AI answers than they do for a plain ranking report.
  • Be cautious with any provider who guarantees citations, a position inside ChatGPT or a fixed number of leads.
  • Budget the work as one program with two ways of measuring it, instead of as two competing line items.

What is the difference between SEO and GEO?

SEO tries to get a page ranked and clicked in a list of search results, and GEO tries to get your business named and linked inside a written answer. A strong page wins the first, while the second favours a business that several sources describe the same way, since an AI tool pulls from many places before it writes a word.

If you want the service-side view of the AI half of this comparison, 2Marketing’s page on generative engine optimization services in Toronto explains how the team scopes that work. The table below stays platform-neutral and compares the two disciplines on the points that change day-to-day decisions.

DimensionSEOGEO
Where you appearSearch results pages, local packs, Maps, featured snippetsGenerated answers in AI Overviews, AI Mode, chat assistants and AI search tools
Typical questionShort keyword searches such as “emergency plumber near me”Longer, conversational requests such as “Which plumber in Etobicoke handles after-hours calls and what should I ask first?”
What gets chosenA URL ranked against other URLsFacts, passages and sources combined into one response
Main inputsRelevance, content quality, links, page experience, local signalsThe same pages plus how consistently the web describes your business and how easy your facts are to extract
ClicksThe goal is the click to your siteThe answer may satisfy the person without a click, so brand recall and being named matter
StabilityRankings move but can be checked repeatedly in a fixed wayAnswers can vary between runs, prompts, locations and tools
MeasurementRankings, impressions, clicks, calls, form fillsMention rate, citation share, sentiment and accuracy across a stable prompt set
Control you haveHigh over your own pages, indirect over rankingsHigh over your own pages, lower over what a model writes about you
Time to see movementUsually months, depending on competition and site conditionVaries widely, and no reliable published timeline exists

Both disciplines still start on your own website. If you are still sorting out the basics, the explainer on what SEO is and the comparison of SEO and SEM cover the vocabulary that the rest of this guide assumes.

Where did the term GEO come from?

The label comes from a 2023 research paper titled GEO: Generative Engine Optimization by Pranjal Aggarwal and colleagues, who proposed the idea and released a benchmark for testing it. The authors report that certain content changes raised visibility in generative responses by up to 40 percent in their experiments, and they note that results differ by subject area.

That is an academic test on a defined benchmark, not a promise about your results on live platforms that change often. It does give the topic a fair starting point, because it frames the problem as visibility inside generated answers rather than position in a list. Marketers have since stretched the word to cover many tactics, so two agencies selling GEO can describe very different work.

Is GEO replacing SEO?

No. Traditional search results still exist, and Google’s own guidance for AI features starts with the same requirements that govern ordinary search: a page has to be indexed and eligible to appear with a snippet. If your pages cannot be crawled or are not indexed, there is nothing for an AI feature to use either.

What has changed is the mix of places a customer may meet your business before visiting your site. Some questions now get a generated summary at the top of the page, and some people ask an AI assistant instead of searching at all. That makes reputation and clarity more valuable, but it does not retire the work of building a fast, crawlable, helpful website. Our longer reading on the topic, the guide to generative engine optimization and answer engines, goes deeper into how answer engines work, and the article on AI SEO strategies looks at the content side.

What do SEO and GEO have in common?

They share the page itself. Google lists a short set of best practices for appearing in AI features, and every item on it is something a competent SEO program already covers. The table maps each practice to the work that usually delivers it.

Practice Google lists for AI featuresWhat it usually means in practiceWhere it sits
Allow crawling, including through your CDN or hostCheck robots.txt and firewall rules so legitimate crawlers can reach important pagesTechnical SEO
Make content findable through internal linksLink service pages, location pages and guides to each other with descriptive anchorsSite architecture
Provide a good page experienceFast loading, readable on mobile, no intrusive layout shiftsTechnical SEO and design
Keep important content available as textDo not hide prices, services or answers inside images or scripts onlyContent and development
Support text with relevant images and videoOriginal photos, short explainers, descriptive alt textContent production
Make structured data match the visible textDo not mark up facts that a visitor cannot see on the pageSchema
Keep Business Profile and Merchant Center details currentHours, categories, services, products and prices that match your siteLocal SEO

Google’s own page, AI features and your website, also states that there are no additional requirements to appear in these features, and no special schema.org markup is needed. Meeting the requirements does not guarantee that a page will be crawled, indexed or shown. The practical reading is that GEO is not a separate technical stack. It is the same site, made clearer and better supported by evidence, then checked in a different way. For the technical half, technical SEO and schema services cover crawl access, structured data and page experience.

Whiteboard covered in blank sticky notes with a laptop on the table
An illustrative planning scene. This is a generated image, not a photo of a real meeting or client project.

How do Google AI Overviews, AI Mode and other AI tools differ?

Google documents its features and the other assistants mostly do not, so the fair comparison separates what is published from what is observed. Google says AI Overviews and AI Mode may use query fan-out, meaning several related searches run behind one question, and that AI Overviews appear only when Google’s systems judge them additive to classic search. Other tools run their own retrieval and ranking, and their behaviour changes.

SurfaceWhat a site owner can rely onWhat to treat as observation
Google AI OverviewsPages must be indexed and snippet-eligible, no special markup, traffic is included in Search Console’s Performance report under the Web search typeWhether a given query triggers an overview and which sources it shows
Google AI ModeSame eligibility rules, and it may show a wider set of links through query fan-outWhich businesses appear for local or comparison questions
ChatGPT, Gemini, Perplexity, Microsoft CopilotEach product publishes its own crawler and policy information, so check the vendor’s documentation before changing robots.txtSource choices, wording and citation behaviour, which can differ by prompt, location and day

Because the behaviour moves, a good GEO program prefers durable work over platform tricks. Clear service pages, consistent business facts, proof that can be checked and mentions on sources people already trust tend to help across several tools at once, and none of that depends on guessing how one model ranks sources this month.

What does the work actually look like?

SEO work usually covers technical health, content, links and local signals, and GEO work adds answer clarity, entity consistency, outside mentions and monitoring. The two lists overlap heavily, which is the reason they are cheaper to run together than separately.

Work that mainly serves SEO

Keyword and intent research, page titles and headings, service and location pages, internal linking, speed and mobile fixes, backlinks earned through useful content, and Google Business Profile management. If your local profile is not yet verified, start with our guide to Google Business Profile verification, because nothing else in local search works without edit access. The wider catalogue sits under SEO services and local SEO and Google Maps ranking.

Work that mainly serves GEO

Answer-first writing, where the first sentence under a question heading answers it directly. Short definitions, dated facts and tables that a reader or a machine can lift without rewriting. Consistent business details across your site, profiles and directories, which falls under entity SEO. Mentions and references on credible third-party sites, which is the territory of digital PR and brand mentions. Ongoing checks of what AI tools say about you, which is what AI visibility tracking describes.

Work that serves both

Original, specific content that shows real expertise, reviews that are earned and answered, and pages that load quickly and read clearly on a phone. This overlap is why content marketing sits underneath both programs.

TaskHelps SEOHelps GEONote
Fix crawl and indexing errorsYesYesPrerequisite for both
Rewrite key pages with direct answers firstYesYesCan also help featured snippets
Add FAQ sections that match real customer questionsSometimesSometimesQuality of the answers matters more than the number
Standardize name, address and phone across the webYes, for localYesReduces conflicting facts
Earn mentions on industry sites and local mediaYes, through linksYes, through brand associationPaid links that pass ranking credit break Google’s policies
Track a fixed set of AI prompts monthlyNoYesReport as trends, never as a single result
Build pages only for AI crawlersNoUnprovenGoogle says no special files or markup are needed

How do you measure SEO and GEO?

Measure SEO with Search Console and your analytics, and measure GEO with a fixed list of customer questions that you check on a schedule. They answer different questions, and neither one proves revenue by itself.

MetricSourceWhat it tells youWhat it does not tell you
Impressions and clicksGoogle Search ConsoleHow often your pages show and get clicked, including AI features that Google folds into the Web reportWhether those visitors became customers
RankingsRank tracker or Search Console averagesDirection of travel for target queriesPersonalized or location-specific results for every user
Calls, forms and bookingsAnalytics and call trackingActual enquiries from organic trafficWhich channel originally introduced the business
AI mention rateManual checks or a tracking serviceHow often your brand appears across a prompt setReal market share, because prompts are samples
Citation share and sourcesSame as aboveWhich pages and outside sites AI tools lean onWhether a citation produced a visit
Accuracy of AI descriptionsSame as aboveWrong prices, services or locations to correctHow quickly a platform will update
Referral visits from AI toolsAnalytics referral reportsVisits where the tool passed a referrerVisits where the tool passed nothing

Keep intermediate metrics separate from business results. An impression, a citation or a ranking is a signal, and an enquiry or a sale is an outcome. The reporting and call-tracking setup on 2Marketing’s marketing analytics page is the kind of foundation that lets you connect those layers, and if traffic is rising but enquiries are not, conversion rate optimization is usually the next place to look.

Which should your business prioritize first?

Start with whichever gap is larger. If your site has crawl problems, thin pages or inconsistent business details, fix those first, because they limit both channels. If your fundamentals are sound and you already earn steady organic enquiries, add GEO work and monitoring on top.

Your situationLead withAdd GEO whenReason
New website, little contentSEO fundamentalsCore pages are indexed and answering real questionsThere is little for AI tools to use yet
Local service business with a Business ProfileLocal SEOProfile, reviews and citations are consistentLocal answers often draw on profile and review data
Established site with steady rankingsKeep SEO runningNow, with prompt trackingThe foundation exists, so GEO changes are incremental
Regulated profession such as law or healthcareAccuracy and compliance reviewFacts and claims are cleared and consistentWrong AI statements carry more risk
Ecommerce or product catalogueProduct data and technical SEOFeeds and product pages are cleanStructured, current data is what gets reused
B2B or software companyContent depth and comparison pagesEarly, since buyers research with assistantsLong, comparison-style questions suit generated answers
Multi-location brandLocation data consistencyEach location page is accurateConflicting facts produce confused answers

If you are still deciding whether to hire anyone at all, the guide to hiring an SEO consultant in Canada lays out how to compare options, and the SEO consultant service page describes one-to-one support.

Desk with a stack of blank pages, a highlighter and a tablet
An illustrative research desk. This is a generated image, not a photo of a real office.

How can you check your own AI visibility today?

Write down the questions a real customer would ask, run them in a few AI tools, record what comes back, and repeat the exercise monthly. It takes an afternoon and costs nothing except time, and it shows you what an AI tool currently says about your business, your competitors and your prices.

  1. List 15 to 20 questions across stages: what the service is, how to choose a provider, what it costs, which businesses nearby offer it.
  2. Run each question in Google (including any AI Overview), plus the assistants your customers are likely to use.
  3. Record whether your business is named, whether a link to your site appears, which other sources are cited and whether any fact is wrong.
  4. Repeat the same questions in the same wording a month later, since answers vary and one run proves little.
  5. Fix wrong facts at their source first, such as your own site, your Business Profile and the directories that carry the error.

If you would rather have someone else do the first pass, 2Marketing’s free local AI SEO report is a form-based request that a specialist prepares and reviews. According to the page, it covers Google Maps visibility, an AI recommendation check across ChatGPT, Gemini, Perplexity and Google AI Overviews, a website and schema check, reviews, entity and citation consistency, and five priority fixes. The page says delivery is within one business day and can take up to two during busy periods. It is not an instant automated tool, and it makes no promise about rankings or AI recommendations.

What do SEO and GEO cost?

Most of the cost sits in people and content, not in anything labelled GEO. Agency fees, content production, development, software subscriptions and any advertising spend are separate lines, and none of them should be confused with a charge from Google or an AI platform.

Cost lineWhat it coversOne-time or recurring
Agency or consultant feesStrategy, audits, content direction, technical fixes, reportingEither, depending on the engagement
Content productionWriting, editing, photography, video, designUsually per piece or per month
Website developmentSpeed, structure, schema, new templatesUsually one-time per project
Software and trackingRank tracking, AI visibility tracking, analytics, call trackingUsually monthly or annual
Paid mediaGoogle Ads or social ads, a separate channelOngoing spend, separate from SEO or GEO fees

For reference, 2Marketing’s GEO program page currently lists three tiers (Starter, Growth and Leadership) with approximate ranges in Canadian dollars of about 2,000 to 3,500, 4,500 to 7,500, and 8,000 plus. The page does not say whether those figures are one-time or recurring, so confirm scope and billing in a proposal before comparing them with any other provider. For the traditional side of the budget, see the SEO pricing guide, which explains how agencies structure their fees in general terms.

What does a sensible rollout look like?

A staged plan keeps you from buying advanced work before the basics are in place. The table below is an illustration of how the sequence can run, not a quote and not a forecast of results.

StageFocusExample deliverablesHow to judge it
1. BaselineKnow where you standCrawl audit, Search Console review, manual prompt check, list of wrong factsA written list of issues ranked by effort and impact
2. FoundationFix what limits both channelsIndexing fixes, page speed, service page rewrites, consistent business detailsPages indexed, errors cleared, facts aligned
3. ClarityMake answers easy to extractAnswer-first sections, definitions, comparison tables, matching schemaContent reviewed for accuracy and readability
4. AuthorityEarn outside referencesReviews, local and trade mentions, digital PRNew credible mentions and reviews earned the proper way
5. MonitorLearn what changesMonthly prompt tracking, Search Console trends, enquiry reportingTrends over several months, not single results

Calendar timing depends on the starting point, so any provider who quotes a fixed number of weeks before AI citations appear is guessing. A fair answer describes the stages, names what will be delivered at each, and explains what they will report even when nothing has moved yet.

Which GEO claims should you treat with caution?

Most of the confusion comes from tactics that sound technical and are presented as shortcuts. The table pairs common claims with what official guidance or plain reasoning supports.

ClaimWhat is supported
“GEO replaces SEO”Google’s AI feature eligibility rests on normal indexing and snippet rules, so the foundation remains
“Add schema and you will be cited”Google says no special schema is required, and markup must match visible text. Schema helps machines read a page, and it does not guarantee any placement
“You need a special AI file”Google says you do not need new machine-readable files or AI text files to appear in its AI features
“More FAQs means more citations”No evidence supports a count. Useful, accurate answers matter, and thin FAQs do not
“We guarantee ChatGPT will recommend you”No provider controls a model’s answers, and results vary by prompt, place and time
“Citations equal revenue”A citation is an intermediate signal. Enquiries and sales are the outcome
“Buy links or mentions to be cited”Paid links that pass ranking credit violate Google’s policies, and fake reviews break platform rules

How do you choose an agency for SEO and GEO?

Choose the one that can explain what it will do in plain language and show how it will measure it. The questions below separate providers with a method from providers with a slogan.

  • What will you change on my site in the first 60 days, and who does the work?
  • How do you define and report AI visibility, and how often are prompts rerun?
  • Which results do you report as outcomes and which as intermediate signals?
  • How do you handle wrong information that an AI tool states about my business?
  • Do I keep ownership of my accounts, content and data if we stop?
  • What do you decline to promise?

If a proposal leans on guarantees, ask what happens if the guarantee is missed. The longer buyer’s checklist for Toronto is in our piece on choosing a digital marketing agency in Toronto.

How does 2Marketing approach SEO and GEO together?

2Marketing treats them as one program with a shared foundation, which matches what its service pages describe. The AI SEO service sits alongside SEO services, local SEO, technical SEO and content work. On the GEO program page, the listed deliverables include a discovery and competitive scan, conversion-focused content architecture with short definitions and sourced tables, structured data and standardized business details, citation-ready snippets, and measurement of brand mentions in AI tools. The AI visibility service lists prompt research, tracking across engines, share of voice against competitors, citation sources, accuracy checks, an action plan and monthly reporting.

Those pages state no guarantees, which fits work where no provider controls the outcome. If you want to talk through where your business should start, you can book a consultation call, send the details through the contact page, or request the free local AI SEO report mentioned above.

FAQ

What is the difference between SEO and GEO?
SEO aims to rank pages and earn clicks in search results. GEO aims to get your business mentioned or cited inside AI-generated answers. Both rely on crawlable, accurate, useful pages.

Is GEO replacing SEO?
No. Google says its AI features require a page that is indexed and eligible to appear with a snippet, which is ordinary SEO groundwork. GEO adds a way of writing, checking and measuring on top of it.

Do I need special schema to appear in AI Overviews?
No. Google says there is no special schema.org markup required, and structured data should match the visible text on the page.

Do I need an llms.txt file?
Google says you do not need new machine-readable files or AI text files to appear in its AI features. Other platforms publish their own guidance, so check the vendor’s documentation rather than assuming a file helps.

Is GEO the same as AEO or AI SEO?
The terms overlap and are used differently by different agencies. GEO usually refers to being cited in generated answers, AEO to answer engines and featured answers, and AI SEO to the broader set of work. Ask any provider what they mean.

Where did GEO come from?
The term was popularized by a 2023 research paper called GEO: Generative Engine Optimization. Its authors tested content changes on a benchmark and noted that results differ by subject area.

Can anyone guarantee that ChatGPT will recommend my business?
No. AI tools write answers using their own systems, and results vary by prompt, location and day. A provider who guarantees a recommendation is promising something nobody controls.

How do I know if AI tools mention my business?
Run a fixed set of real customer questions in the tools your customers use, record who is named and cited, and repeat monthly. A tracking service can automate the repetition, and the answers should be read as trends.

Where do AI Overview clicks show up in Search Console?
Google says traffic from AI features is included in the overall Performance report under the Web search type, so it is not broken out as its own line.

Should a small local business spend on GEO?
Start with local SEO basics such as a verified Business Profile, consistent details and reviews. Once those are solid, a light monitoring routine is a reasonable next step before any larger program.

How long does GEO take to work?
No reliable published timeline exists. It depends on the starting condition of your site, your competition and the tools involved. Be wary of fixed promises.

Does GEO reduce website traffic?
It can change the pattern, since some questions are answered without a click. Whether your traffic is affected depends on your queries and how often AI features show for them, so check your own Search Console data.

Do reviews matter for GEO?
Reviews are part of how a business is described across the web, and Google lists keeping Business Profile information current among its AI feature practices. Earn reviews honestly and respond to them. Fake reviews break platform rules.

What should I fix first if AI tools describe my business wrongly?
Correct the fact at its source: your own site, your Business Profile and the directories that carry the error. Then recheck the same prompts later, since platforms update on their own schedules.

Is it worth paying for backlinks or mentions to be cited?
No. Paid links that pass ranking credit violate Google’s policies. Earn mentions through useful content, real relationships and credible coverage.

Do I need separate content for SEO and GEO?
Usually not. A page that answers a question directly, shows its evidence and is easy to read serves both. The difference is in how you structure answers and how you measure results.

Are AI visibility scores comparable between tools?
Not reliably. Each tracker uses its own prompts, sampling and scoring, so compare trends within one method rather than numbers across vendors.

What does 2Marketing offer for GEO?
Its GEO page lists a discovery and competitive scan, content architecture, structured data and standardized business details, citation-ready snippets and measurement. A separate AI visibility service covers prompt tracking and monthly reporting, and a free local AI SEO report is prepared by a specialist.

Where to start

I find it easiest to think of SEO as the work that gets your pages found and GEO as the work that makes your business easy for an AI tool to describe correctly. Fix whatever blocks crawling, keep your facts consistent, earn mentions from sources people already trust, and check the same set of customer questions every month. If you would like a second opinion on where to begin, 2Marketing can review your situation through a consultation call or the free local AI SEO report.