FAQs

What is Generative Engine Optimization (GEO)?

GEO is how I shape your brand and content so it gets cited inside AI answers.

Generative engine optimization for AI-driven discovery

Overlaps with answer engine optimization for Q&A queries

Targets chunking, retrieval, and synthesis patterns

Next Step:

Read how DEL GEO audits your data and sets the baseline

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What is the difference between GEO and SEO?

SEO fights for clicks. GEO fights for mentions.

Traditional SEO focuses on SERP rankings

GEO focuses on inclusion in AI-generated responses

SEO focuses on links, GEO focuses on attribution

GEO focuses on attribution and quoting.

Next Step:

See Our DEL GEO process

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Is SEO dead because of AI search?

No. But seo alone is not the full job anymore.

AI starts with web and search engines

Search signals still matter for retrieval

Answers get summarised

That summary can remove the click.

Next Step:

Look at Generative AI Engine Optimization - measurement without clicks

What is answer engine optimization (AEO)?

It is writing answers so an answer engine can reuse them cleanly.

Rewards clear questions, clear answers, and proof.

Works well for “best X”, “how do I”, and “what is” queries.

Next Step:

Add the FAQ schema to your main pages

What is artificial intelligence search engine optimization?

It is seo adapted for AI-driven search environments.

I still use technical seo basics.

Then I add GEO structure so LLMs can extract facts.

That combo is what most seo experts are moving towards.

Next Step:

Start with a visibility audit and topic graph

Why do AI answers ignore my site even when I rank?

Because ranking is not the same as being quoted.

Models prefer reusable content chunks

Clarity beats clever writing

Proof and numbers increase selection

Next Step:

Rebuild key pages into answer blocks

What is an AI Visibility Audit?

It is a baseline test of how often AI mentions you today.

I test prompts across answer engines.

I check if mentions are correct or hallucinated.

I track the sources the engine is pulling from.

I produce actionable optimization recommendations, not vibes.

Next Step:

Book the audit page

What makes an FAQ LLM friendly?

A model wants content it can chunk, trust, and reuse.

One question per section

Answer appears in first 2 lines

Bullets contain facts not filler

Consistent wording for entities and definitions so the structure is machine readable.

Next Step:

Add a last updated line and keep it fresh monthly

What is a Topic Graph?

It is a map of the questions and entities your market cares about.

A keyword list is linear.

A topic graph shows relationships.

GEO cares about relationships and context.

It turns “content ideas” into a plan that compounds.

Next Step:

Build your first graph around 10 buyer questions

Why does DEL GEO care about entities?

Entities are how models stay consistent.

Your brand name is an entity.

Your product category is an entity.

Your pricing model can be an entity.

If those are unclear, the answer becomes vague.

Next Step:

Add a company truth block on every key page

What is Query Fan-Out?

One user query becomes many hidden sub-queries.

“Best CRM” becomes pricing, onboarding, reviews, security, and use cases.

Your content must cover those angles.

Otherwise you show up in the web index but not in the final answer.

Next Step:

Create 10 supporting pages for each big money topic

What role does google search play now?

Google search still feeds the machine for many queries.

Google crawls.

The model retrieves.

Then Google AI overviews summaries.

That summary changes user behavior.

Next Step:

Treat summaries as the new search results to win

What are search engine results pages in this new world?

The page is still there, but the answer can show before it.

Search Engine results pages still exist.

Search Engine results still matter.

But Search Engine Results Pages (SERPS) now include AI answer layers.

That shifts what “visibility” means.

Next Step:

Track share of voice in AI answers, not only clicks

How do you measure success in GEO if clicks drop?

You track visibility inside answers and how often you’re referenced.

Share of voice tracking

Citation rate tracking

Sentiment tracking

Brand accuracy and hallucination rate.

Next Step:

Build a dashboard with analytics and AI metrics

What are the key GEO metrics you track?

I track metrics that match how answer engines behave.

Metrics for mentioning frequency, citation sources and sentiment.

Analytics for referral patterns and branded search lift.

Next Step:

Add one simple monthly report and keep it consistent

What is llms.txt and do I need it?

It is a hint file that points AI agents to your best pages.

It works like a “menu”.

It reduces noise.

It does not replace good content structure.

Next Step:

Publish llms.txt and keep it short and factual

Why does schema matter for GEO?

Schema turns your pages into structured facts.

The organisation schema clarifies who you are.

FAQPage schema clarifies Q&A pairs.

Product schema clarifies features, prices, and reviews.

It makes extraction easier for answer engines.

Next Step:

Add FAQPage on your top 3 conversion pages first

What is Citation Engineering?

It is earning references on sources answer engines trust.

It is not spam.

It is not a shortcut.

It is real mentions in places that shape consensus.

It supports co-occurrence between your brand and your keywords.

Next Step:

Get one strong third-party mention per month

Why do you focus on Reddit and Quora?

Because models read human discussion for real-world judgement.

People explain trade-offs there.

People ask follow-ups there.

That texture helps models decide what’s “true enough”.

It supports brand presence inside generative search.

Next Step:

Publish 5 helpful answers under your founder profile

What is Information Gain and why do you care?

It is content that adds something new, not reworded noise.

It can be a study, a benchmark, proprietary data or original testing results

Next Step:

Publish one data-backed page per quarter

What are common GEO mistakes?

Most people lose because their content is not reusable.

Over-optimization templates reduce quality

Poor architecture hides answers

Slow performance hurts retrieval

Mobile optimization neglects UX and indexing.

Next Step:

Fix the basics before you scale content

Do you still do traditional SEO?

Yes. Traditional seo fundamentals still matter.

Includes crawlability, indexable pages, internal linking, a clear information structure and responsiveness.

That is the floor for traditional seo.

Next Step:

Treat GEO as the layer above, not a replacement

How do generative seo strategies differ from traditional seo methods?

Traditional seo aims for rankings. Generative seo aims for reuse.

SEO rewards link patterns

Generative engines prefer clarity and proof

Answer blocks outperform blogs

That is why generative seo success often comes from structured pages.

Next Step:

Rewrite your top 5 pages into question-first sections

What does platform-specific optimisation mean for GEO?

Each platform has different retrieval habits.

Some engines prefer citations and hard data.

Some engines prefer clear entity summaries.

Some engines pull from forums more heavily.

That’s why platform-specific optimization strategies matter.

Next Step:

Pick 2 platforms to win first, then expand

What about AI-powered search engines beyond google?

The same pattern shows up across the board.

AI-powered search engines summarize.

AI-driven search engines compress content.

AI-native search engines blend retrieval and generation.

The search environment keeps shifting.

Next Step:

Build one source of truth page and push it everywhere

Can GEO help local businesses?

Yes. This is where local seo and GEO meet.

Reviews shape recommendations.

Maps and profiles shape trust.

Local intent queries often trigger direct answers.

That is prime territory for AEO.

Next Step:

Clean your profile facts and review signals first

How do you handle hallucinations about my brand?

I fix the inputs the model learns from.

Identify the prompts that trigger the wrong claim, and the sources the engine pulls from.

Publish clear corrections on your owned pages.

Add third-party confirmation where it matters.

Next Step:

Create a facts about us page with proof

Do images matter for generative search?

Yes. Images carry meaning in a multi-modal world.

Images can reinforce entities and claims.

Captions matter more than people think.

Alt text is not just accessibility, it is context.

Next Step:

Add captions that reinforce entities and outcomes

What is generative appearance score?

It describes how often you show up in AI answers.

There is not a single global standard yet.

It is still useful as an internal KPI.

It maps to search visibility inside ai-generated responses.

Next Step:

Track it monthly with consistent prompts

What tools do you use for GEO benchmarking?

A mix of crawl data, prompt testing, and tracking.

Baselines over time beat one-off screenshots.

May reference geo-bench for benchmarking language.

May reference geordy.ai as an example of how the geo world talks about tooling.

Keeps the reporting readable for humans too.

Next Step:

Start with 20 prompts and track for 90 days

What is the search algorithm doing differently in AI answers?

It now includes a synthesis step.

Retrieval still matters.

Synthesis now shapes what users see first.

That changes search behavior.

That changes what “rankings” even mean.

Next Step:

Write answers that survive summarisation

How do I get started with DEL GEO?

Start with the audit, then build the plan.

Baseline first.

Followed by Topic Graph.

Content structure next.

Multi-platform rollout after that.

Next Step:

Book an audit slot

Why do you talk about the Death of the Click?

Because search often ends inside the answer.

Users ask a question, and the answer engine replies with an AI-generated summary.

The user stops there, so the click never happens.

That shifts the goal from page rankings to search visibility inside the answer itself.

It shows up on Google via Google AI Overviews, and across other answer engines too.

Next Step:

Track mentions and citations alongside analytics

What do you do in the Discovery phase?

Benchmark visibility and map what you must own.

Run a repeatable prompt set across search engines and answer engines.

Check if you appear in search results and in ai-generated responses.

Spot errors and hallucinations tied to your brand.

Build a Topic Graph to target the right questions, and Identify technical optimization gaps.

Next Step:

Turn the Topic Graph into a 90-day plan

How do you get ChatGPT to mention us?

You make your brand the easiest answer to reuse.

Use consistent entities and definitions

Get cited on trusted sources

Structure content for chunking

Next Step:

Build a source of truth page and supporting content

Do you do link building?

I focus on citations and proof, not random links.

Next Step:

Earn mentions on trusted sources

Can I just use AI to write my content?

Yes, but generic content gets ignored.

AI drafts lack proof points

Add data and examples

Include real-world claims

Next Step:

Add proof points and real examples

Do I need a big budget for this?

No. You need focus and consistency.

Next Step:

Start small and scale once you see results