peaksly explains · 03

SEO & GEO

SEO or GEO? The better answer is both.

SEO (search engine optimisation) helps pages get found and understood in classic search systems. GEO (Generative Engine Optimisation) additionally looks at how content is picked up, classified and evidenced in the answers of AI search engines. Both need the same foundation.

7-minute readUpdated 5 Sep 2026with a fictional example

One page, two readings · alpenkost.example/bergkaese-lagerung · fictional and shortenedFictional teaching example, not a measurement

classic search readsAI answer needsopen

alpenkost.example/bergkaese-lagerungCanonical

Storing mountain cheese correctlyTitle

Mountain cheese keeps ripening after it has left the maker’s cellar. Storing it correctly at home extends aroma and shelf life.

Temperature and humidityStructure

Mountain cheese keeps for several weeks at 8 to 12 degrees and high humidity.quotable sentence A fridge is usually too dry; a cool pantry is better.evidence at the sentence: open

PackagingStructure

Cheese paper instead of foil so the cheese can breathe. To the cheese overviewinternal link

Grey marks what classic search reads. Violet marks what an AI answer can pick up: a sentence that stands on its own.

Page check

findable
structured
quotable
evidence at the sentenceopen

3 of 4 points met

All names, addresses and texts are fictional; domains end in .example. The markers show two readings of the same page, not a measurement and not a promise of results.

In short

One page, two readings, one foundation.

SEO and GEO are not opponents. SEO creates technical and content findability. GEO extends the check to generated answers from AI search engines: is the page quoted, with which sentence and with which evidence? A good page therefore needs no two truths, but one foundation that is findable, structured, quotable and evidenced.

Path 1 · SEOFictional example: Alpenkost Feinkost

SEO optimises for findability in search systems.

Search engine optimisation helps crawlers and people find a page, understand it and match it to a search intent. This includes technical accessibility, unambiguous page titles, helpful content, internal links and traceable information structures.

The visible result surface is usually an ordered results list. What gets observed there is indexing, impressions and clicks. These values stay important even when people additionally use AI search engines.

What classic search reads

alpenkost.example/bergkaese-lagerungCanonical

Storing mountain cheese correctlyTitle Temperature and humidityHeading To the cheese overviewinternal link

Visible surface: results list

Alpenkost Feinkost · alpenkost.example › bergkaese-lagerung Storing mountain cheese correctly: temperature, humidity, packaging Mountain cheese keeps for several weeks at 8 to 12 degrees and high humidity. Cheese paper instead of foil so the cheese can breathe …

Observed with classic SEO tools: indexing, impressions, clicks. No position is claimed here.

Path 2 · GEOFictional example: Alpenkost Feinkost

GEO looks at generated answers and their evidence.

GEO is usually called “Generative Engine Optimisation”; the term is not yet used consistently. What is meant is the work of making content clearly understandable, technically robust and usable as a source for AI search engines.

The visible surface is not a fixed results list but a newly generated answer. Other observations therefore count: Is the brand mentioned for fixed search prompts? In which context and at which observed position? Which sources are supplied? What a supplied link proves is explained in the article on sources in AI answers.

GEO does not mean “writing for an AI”. Helpful content is created for people first. Clear terms, traceable statements and robust evidence make it more machine-readable at the same time.

Visible surface: generated answer · fictional and shortenedfictional

“How do I store mountain cheese correctly at home?”

Cool and humid: Alpenkost Feinkost recommends 8 to 12 degrees at high humidity, then mountain cheese keeps for several weeks¹. Example Provider B advises cheese paper instead of foil².

1alpenkost.example/bergkaese-lagerungown page
2kaesekultur.example/lagerungtrade medium

Observation · one answer, one point in time

Mention: Yes Alpenkost Feinkost
Observed position: 1 of 2 named providers
Source of the mention: own page
Path, time: direct API · 28 Aug 2026, 10:05, fictional

The bridgeFictional example: Alpenkost Feinkost

The strongest foundation is built only once.

Reachable and indexable, a clear focus with understandable headings, specific answers to real questions, verifiable evidence and internal links: these foundations carry classic search and AI answers alike.

GEO therefore rarely starts with a new specialist text. It starts with checking where existing content is unclear, unevidenced or not helpful enough for a specific question. What fails even earlier, at access, retrieval or duplicate addresses, is shown in the article on the citation path.

What is new is the standard at sentence level. An AI answer picks up individual sentences. A sentence is quotable when it stands on its own, carries a number with its denominator and has its evidence right next to it.

Stays the same · SEO and GEO

reachable and indexable
clear page focus
understandable headings
specific answers to real questions
internal links between product, method and knowledge

New on top · GEO

one quotable sentence per key statementstands on its own, with number and denominator
evidence right at the sentencemeasurement, source or own experience
context of the mentionwhat the brand is mentioned for

Everything new builds on what stays the same.

Practice · fictional exampleFictional example: Alpenkost Feinkost

A sentence gets its evidence.

The page alpenkost.example/bergkaese-lagerung is findable, structured and has a quotable sentence. What is open is the evidence: where do 8 to 12 degrees and several weeks come from? In the example, Alpenkost adds the measurement series from its own ripening room directly below the sentence.

Both surfaces are then observed again: the same questions, the same measurement path, a new point in time. A better page can support findability and answer quality. But it guarantees neither a ranking nor a mention.

alpenkost.example/bergkaese-lagerung · section temperature and humidityFictional teaching example, not a measurement

Temperature and humidityStructure

Mountain cheese keeps for several weeks at 8 to 12 degrees and high humidity.quotable sentence A fridge is usually too dry; a cool pantry is better.

evidenceMeasurement series from the company’s own ripening room: 14 weeks at 8 to 12 degrees and 85 to 90 percent humidity, as of August 2026, fictional.

Repeated observation: the same questions, the same measurement path, a new point in time. Neither a ranking nor a mention is promised by this.

Page check

findable
structured
quotable
evidence at the sentenceopen

4 of 4 points met

Honest limitFictional example: Alpenkost Feinkost

What neither SEO nor GEO can promise.

No measure guarantees a specific position or brand mention, and a single answer proves no lasting visibility.

Source selection and answer generation cannot be fully explained from the outside, and API measurement and the visible consumer interface must not be treated as equal. The sober path: improve content, measure the same questions again, classify changes with visible evidence.

Not promised

a specific position or brand mention
lasting visibility from a single answer
a complete explanation of source selection and answer generation
treating API measurement and the visible consumer interface as equal

The sober path

1improve content
2measure the same questions again
3classify the change with visible evidence

Understand first, then measure.

The fundamentals article explains which observations stand behind the term AI visibility. The Deep Audit shows the complete review path.

AI visibility explained View the Deep Audit →Look up the terms →