In this episode of Answer Engines: How Brands Build the AI Advantage by Advantage Labs, we explore everyday AI tools. Answer Engine Optimization (AEO): how it differs from SEO and GEO, why it matters now, and 10 steps to boost LLM citations, entity trust, and AI visibility.

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We break down Answer Engine Optimization (AEO) vs SEO vs Generative Engine Optimization (GEO), how AI search works (RAG, vector embeddings), and 10 factors to boost LLM citations and AI visibility across ChatGPT, Gemini, Perplexity, and Claude. Perfect for marketers focused on entity optimization, E-E-A-T, structured data, zero click search, and multi-platform reach.

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This episode covers:

Is SEO dead, or do we now need AEO?

SEO isn’t dead—AEO and SEO are synergistic. AEO ensures AI systems can understand, retrieve, and cite your brand directly in answers, while SEO still drives traditional search visibility.

What is Answer Engine Optimization (AEO) and how does it work?

AEO is the practice of structuring entities and content so LLMs like ChatGPT, Gemini, Perplexity, and Claude can accurately retrieve, understand, and cite it in responses.

How is AEO different from SEO and GEO in practice?

SEO ranks pages for keyword queries and clicks; GEO targets AI Overviews within search; AEO optimizes for direct citation, attribution, and recommendations inside LLM answers across platforms.

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About the Show
Answer Engines: How Brands Build the AI Advantage by Advantage Labs is a podcast by Advantage Labs exploring how brands earn visibility, trust, and recommendations in the age of AI-driven search. Through conversations with business leaders, founders, and technologists, the show examines how artificial intelligence is reshaping discovery, authority, and decision-making across systems like ChatGPT, Google's AI-powered search experiences, and other emerging answer engines.

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Host:
Sheridan Wendt
Visionary technology leader with 15+ years of experience driving transformative change, delivering $4B+ in global infrastructure projects, and leading AI implementations that improve efficiency and revenue across Fortune 500 organizations.

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Guest:
Jonathan Foster
A seasoned Cyber Security Engineer/Analyst with a diverse background in network systems and electronics. Over his career, Jonathan has worked with KBR, Inc., VT Group, Serco, and the US Navy. His expertise includes leading system installations, technical support, and network security for military-grade operations. Notably, he has managed shipboard network systems, ensured compliance with military standards, and trained personnel on system maintenance and troubleshooting. Jonathan's experience also spans handling classified material, optimizing network uptime, and auditing security policies.
linkedin_url

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Chapters

00:00 – Intro: Is SEO dead?

00:29 – What is AEO?

00:43 – AEO and SEO are synergistic

02:52 – SEO vs AEO: ranking vs answers

03:49 – Optimizing for AI visibility

04:14 – Why AEO matters now and next

06:04 – Voice search and Gemini example

06:23 – 4 reasons AEO is rising

07:14 – Context over keywords

08:24 – Multi-platform reach

08:38 – Sponsor message

09:45 – How AI search actually works

11:01 – Not the same as Google

13:35 – 10 AEO visibility factors

15:21 – SEO vs AEO vs GEO basics

16:24 – Goals, metrics, and behavior

17:16 – Platform scope differences

18:34 – LLMs as answer engines

19:20 – AI Indexability Framework (AIF)

21:33 – Wrap and next episode

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Learn more about Advantage Labs:
https://advantagelabs.ai

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Watch on YouTube:
https://www.youtube.com/@AdvantageLabsAI

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Listen on more platforms:
https://podcast.AdvantageLabs.ai

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In this episode of Answer Engines: How Brands Build the AI Advantage by Advantage Labs, we explore everyday AI tools. Master prompt engineering with a clear 4-part framework—role, context, task, and format. Avoid common mistakes, iterate smarter, and get better AI results fast.

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Sheridan and Jon break down prompt engineering into a simple 4-part framework—role, context, task, and format. See live examples, common mistakes to avoid, and quick iteration tips that turn vague asks into precise, high-quality AI outputs.

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This episode covers:

What is prompt engineering and why does it matter?

Prompt engineering uses role, context, task, and format to give AI clear instructions so outputs are accurate, need less editing, and match your goals.

How do I structure an AI prompt for better results?

Define a role or perspective, add context (goal, audience, constraints), state the task, and specify the format; then iterate by refining tone, length, or output type.

What common prompt mistakes should I avoid?

Being vague, asking for too much at once, skipping audience and tone, not providing examples, failing to say what not to do, and not iterating.

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About the Show
Answer Engines: How Brands Build the AI Advantage by Advantage Labs is a podcast by Advantage Labs exploring how brands earn visibility, trust, and recommendations in the age of AI-driven search. Through conversations with business leaders, founders, and technologists, the show examines how artificial intelligence is reshaping discovery, authority, and decision-making across systems like ChatGPT, Google's AI-powered search experiences, and other emerging answer engines.

---

Host:
Sheridan Wendt
Visionary technology leader with 15+ years of experience driving transformative change, delivering $4B+ in global infrastructure projects, and leading AI implementations that improve efficiency and revenue across Fortune 500 organizations.

---

Guest:
Jonathan Foster
A seasoned Cyber Security Engineer/Analyst with a diverse background in network systems and electronics. Over his career, Jonathan has worked with KBR, Inc., VT Group, Serco, and the US Navy. His expertise includes leading system installations, technical support, and network security for military-grade operations. Notably, he has managed shipboard network systems, ensured compliance with military standards, and trained personnel on system maintenance and troubleshooting. Jonathan's experience also spans handling classified material, optimizing network uptime, and auditing security policies.
linkedin_url

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Chapters

00:00 – Introduction

00:30 – Why prompting matters

02:36 – What is a prompt?

04:41 – The 4-part prompt framework

05:11 – Fixing a bad prompt: marketing plan

06:20 – Fashion example: add role + context

08:18 – Combining task and format

08:48 – Common prompting mistakes

10:53 – Iterate and specify outputs

12:30 – Colons + parentheses for clarity

14:30 – What is Markdown?

15:46 – Live demo: dress prompt constraints

18:49 – Refining results: links and email

20:50 – Templates and cross-model prompting

23:58 – Sponsor: AI Visibility Review

25:06 – Prompt starters: brainstorm, rewrite

26:42 – Power of iteration recap

27:30 – Ask AI what it needs

28:14 – Key takeaways and close

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Learn more about Advantage Labs:
https://advantagelabs.ai

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Watch on YouTube:
https://www.youtube.com/@AdvantageLabsAI

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Listen on more platforms:
https://podcast.AdvantageLabs.ai

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Support the Show

In this episode of Answer Engines: How Brands Build the AI Advantage by Advantage Labs, we explore everyday AI tools. Discover Everyday AI tools for writing, image generation, automation and data insights. We demo ChatGPT vs Gemini, voice agents, and share AI hygiene tips.

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Practical AI you can use today. From writing and image gen to live voice agents, we demo tools, build automated workflows, and share privacy hygiene to level up your day.

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This episode covers:

Which AI tools can help me write faster and clearer?

ChatGPT, Claude, Gemini, and DeepSeek can draft, rewrite, summarize, and Gemini integrates with Gmail/Docs to speed up emails and documents.

Which image generator works better—Gemini or ChatGPT?

In our live test using the same prompt, Gemini produced the stronger image after a small prompt tweak, while ChatGPT was slower; results vary by prompt and updates.

How do I build an AI-powered content workflow?

Use a no-code tool like Zapier, Make, or n8n to feed your video/transcript to an LLM for blogs and posts, call an image-gen API for thumbnails, and auto-publish from a watched folder.

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About the Show
Answer Engines: How Brands Build the AI Advantage by Advantage Labs is a podcast by Advantage Labs exploring how brands earn visibility, trust, and recommendations in the age of AI-driven search. Through conversations with business leaders, founders, and technologists, the show examines how artificial intelligence is reshaping discovery, authority, and decision-making across systems like ChatGPT, Google’s AI-powered search experiences, and other emerging answer engines.

---

Host:
Sheridan Wendt
Visionary technology leader with 15+ years of experience driving transformative change, delivering $4B+ in global infrastructure projects, and leading AI implementations that improve efficiency and revenue across Fortune 500 organizations.

---

Guest:
Jonathan Foster
Cyber Security Engineer & Analyst with extensive experience in network systems and electronics. Jonathan has worked with KBR, Inc., VT Group, Serco, and the US Navy, specializing in system installations, technical support, and military-grade network security. His background includes managing shipboard systems, ensuring compliance with strict security standards, and training personnel on system maintenance and troubleshooting.

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Chapters

00:00 – Introduction

00:16 – Welcome and episode setup

01:07 – AI tool categories overview

01:31 – Writing tools and LLM basics

03:40 – Text-to-text use cases

04:25 – AI agents: email, ads, growth

07:09 – Image tools: gen and editing

08:33 – DALL-E, Midjourney, Gemini

11:49 – Live image gen: Gemini vs ChatGPT

17:47 – Results and prompt tips

18:00 – Automated content engine workflow

19:54 – No-code automation: Zapier, Make, n8n

22:12 – Data analysis and AI summaries

24:46 – Customer service: chatbots & KBs

27:42 – Voice agents overview

29:09 – Live AI phone call demo

33:36 – Integrate AI into daily workflows

34:21 – AI hygiene: privacy & PII

36:38 – Closing and next steps

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Learn more about Advantage Labs:
https://advantagelabs.ai

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Watch on YouTube:
https://www.youtube.com/@AdvantageLabsAI

---

Listen on more platforms:
https://podcast.AdvantageLabs.ai

---

Donate
Support the Show