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You are here: Home / Archives for AEO

Bringing a Go-Kart to a Drag Race: The One Mistake That’s Killing Your Local SEO

Last Updated: July 8, 2025

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Let’s be honest: every business owner knows you need something online. No website = No calls. But here’s the mistake almost everyone makes: they throw up a one-page “el-cheapo” site and call it good. That’s like showing up to a drag race in a go-kart.

Mistake #1: The One-Page Wonder

A single-page site barely gets you off the starting line. It doesn’t give Google (or your customers) much to go on, so you’re stuck at the back, treated like a domain squatter instead of a real contender. It’s definitely better than nothing, but not by much.

Mistake #2: The Basic Three-Pager

You try to up your game by adding pages: Home, Contact, Services. Then you make a long bullet list of everything you do on that Services page. But to Google, this is just a rolling chassis with no engine. You look the part, but you’re not moving up in the rankings. Your site still isn’t built to win. That long list of scattered ideas has less focus than a squirrel in a peanut factory.

The Game-Changer: One Service, One Page

Here’s where the rubber meets the road. Take that list of services and turn each one into its own dedicated page. Now you’re up to 19 pages instead of three, each one a powerhouse of detail and value. Suddenly, you’ve got a W16 engine under the hood. Google finally knows what you do best, and customers find exactly what they need, right when they need it.

The Problem and the Opportunity

Here’s the opportunity: Most of your competitors are still stuck with the basics. They don’t realize they’re running a go-kart while the real winners have tuned, targeted, turbocharged sites. This is your chance to race right past them, if you do it right.

In the Age of AI, One Page Per Thought Is More Important Than Ever

It’s not just about Google anymore. AI search and answer engines (think ChatGPT, Google’s AI Overviews, and even voice assistants) are picking the one best, most specific answer to every question. With fewer chances to get in front of customers, you need to be the single best answer every time.

That means your pages can’t be generic. They need to be dialed in, crystal clear, and laser-focused on exactly what the user is looking for. It’s not just SEO, it’s AI optimization, too.

Build the Engine, Then Fuel It With AEO

Once your SEO foundation is solid (one service, one page, all dialed in), it’s time to pour in the race gas:

Add FAQ and Answer Sections to Every Page
These aren’t just for people, they’re for AI, too. Adding detailed, relevant FAQs to each service page helps you show up in answer engines and voice searches. It’s literally impossible to do this with a single “services” page; you need those individual pages first.

Think of it this way: building all those service pages is like assembling your W16 motor. Adding high-quality FAQ content is pouring in the high-octane fuel. You can’t cross the finish line without both.

Action Steps: Outrace the Competition in the AI Era

  1. Break out every service onto its own page. No exceptions!

  2. Optimize each page for SEO: clear titles, strong content, and targeted keywords.

  3. Add location-specific pages for every town you serve. That means a page for each combination of service offered and town served.

  4. Supercharge every page with FAQs. This is how you win with AEO.

  5. Keep tuning: Update, expand, and improve over time. The AI “race” never really ends!

Are You Nuts?

Look, you’d probably rather pluck your own eyeballs out with a rusty spoon and wash them off in hot sauce than write 16 pages of content for your website. Like most people, you’re probably struggling just to get the invoices out and collect payment for the jobs you’ve done. And with all of that taking time away from your family, it’s a lot to ask to add this to your list, too.

Just remember two things:

  1. You don’t have to do this all at once. This can be done a little at a time over a series of months.

  2. You don’t have to be the one banging on the keyboard. This is something you can outsource. There are plenty of companies (including us) who can help you with this. Just make sure you vet them thoroughly, so you’re not handed a bunch of trash content that does little more than drain your wallet.

Ready to Fuel Up and Win?

Most local competitors don’t even realize they’re racing against AI answer engines, not just Google. But you do. Build your engine, pour in the race gas, and watch as you cross the finish line far ahead.

Need help tuning up? We help businesses win in Google, and in the new age of AI.

Local SEO and AI Optimization FAQs


A one-page website lacks the depth and specificity needed for local SEO. It provides minimal content for Google and answer engines to index, making it hard to rank well or get found by potential customers. It’s comparable to entering a drag race in a go-kart—technically present but not competitive.


Creating a separate page for each service allows you to target specific keywords, provide detailed information, and match the intent of users and AI search engines. It makes your website more comprehensive, authoritative, and better suited for both traditional SEO and AI optimization.


AI optimization is the practice of structuring website content so it is easily understood by AI-driven search engines and answer platforms. For local businesses, this means being the single best result for specific queries, which is critical in an era where AI selects one top answer instead of a list of results.


SEO focuses on optimizing for search engines like Google, using techniques like keyword targeting, backlinks, and site structure. AEO, or Answer Engine Optimization, targets AI-driven platforms that prioritize the most specific, well-structured answer, often from a single, focused page with FAQs and clear intent.


Adding FAQ sections helps you rank in AI-driven answer engines and voice search results. They clarify your offerings for both people and machines, increase your visibility, and position your business as the definitive answer to common customer questions.


Yes. Creating a unique page for each combination of service and town helps your business rank in local searches and stand out in AI-driven results. It ensures content relevance and specificity, which are critical for both SEO and AEO success.

AI Optimization: Hype, Hope, or Head Start?

Last Updated: April 23, 2025

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Last week, we unpacked the alphabet soup of SEO, GEO, and AEO. This week, we’re staying in the same neighborhood, but turning the spotlight onto a buzzword that’s been lighting up our inboxes and call logs: AI Optimization.

Let’s clear the air right away: Not all AI optimization is a scam. But some of it? Yeah… it’s more smoke and mirrors than substance.

AI Optimization: The New Snake Oil… or the Next Big Thing?

Here’s the truth: There’s a lot of AI snake oil being sold right now. Fancy dashboards, “AI-powered” this, “machine learning” that… some of it sounds impressive, but when you dig in, it’s all fluff that has no functional purpose (at least at the present time.)

We’ve had a few confused call-ins recently, wondering if they’re being taken for a ride. It’s a fair concern! But here’s the flip side: completely ignoring AI is like refusing to get a smartphone in 2009. Sure, your flip phone still works… but for how long?

Don’t Break the Bank, But GET OFF of Zero

Let’s be clear: we’re not suggesting you dump your entire marketing budget into AI tomorrow. That’s not smart. But staying at zero? That’s even riskier.

Here’s why: Right now, search is still king. About 95% of your traffic probably comes from search engines like Google. But that balance is shifting. Fast.

The traffic you get from search will continue to drop. That much we already know for certain.

We’re looking at a near future where:

  • 95/5 (search/AI) becomes
  • 80/20, then
  • 60/40, and eventually
  • 20/80 in some industries.

You might think that sounds extreme, but AI-driven platforms (think ChatGPT, Grok, Gemini, voice assistants, and future tools we haven’t even seen yet) are already starting to serve answers directly to customers… before they ever hit a search result.

If you’re still sitting at zero when that wave fully hits, you’re going to be underwater.

What Are We Doing About It?

For our CoreSite clients, we’re in the process of rolling out an upgrade to our standard offering. It’s a suite of features we’re calling “AI-Friendly” to help you get future-ready, without the fluff.

Things like:

  • Structuring content so AI can easily understand and surface your business
  • Answer formatting that matches how AI bots want to deliver results
  • Meta data and schema upgrades to talk the AI language

For forward-thinking, future-minded folks, who are looking to move first and reap the benefits, we just launched specific Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO) services. These AI Optimization Packages offer more in-depth page-by-page optimizations that will feed those AI bots with all the information they need, exactly how they want to see it. Think of it like putting a turbocharger on your digital presence.

Ask the Hard Questions

If you’re working with an SEO provider, now’s a great time to ask: “What are you doing to prepare me for AI-driven search?” If they shrug, mumble something vague, or try to distract you with a shiny pie chart… it might be time to get a second opinion.

Bottom Line

AI is coming. It’s not a question of if, but when, and how fast. You don’t need to overhaul your whole strategy overnight. But you do need to get off zero. Ever step you take in the AI direction will give you a leg up on your competition. Let’s future-proof your business, smartly, and without the smoke.

Contact Us Today!

AI Optimization FAQs


AI optimization is the practice of structuring website content, schema markup, and conversational language to improve visibility and ranking in AI-driven search systems and virtual assistants.


Traditional SEO focuses on search engine result pages through keyword use, backlinks, and on-page content, whereas AI optimization prioritizes structured data, natural language conversational content, and schema markup to align with AI agents and generative search models.


AI optimization hype refers to exaggerated marketing claims promising instant SEO results via AI, and some AI optimization services are considered snake oil when they offer expensive tools or packages without measurable impact or sound methodology.


My business should get off zero for AI optimization because completely ignoring AI-driven search platforms risks losing visibility as AI agents increasingly serve answers before traditional search results.


My business should budget for AI optimization by allocating a manageable portion of its marketing budget—piloting AI-friendly features and services—rather than investing all funds at once or ignoring AI entirely.


Prospect Genius’s CoreSite upgrade includes AI-Friendly features such as structured content templates, answer formatting optimized for AI bots, metadata enhancements, and JSON-LD schema markup.


Prospect Genius’s AI optimization packages include Answer Engine Optimization (AEO) services for AI agents requiring FAQ integration and structured answers, and Generative Engine Optimization (GEO) services for AI-driven recommendation engines and generative models.


To evaluate if my SEO provider is preparing me for AI-driven search, I should ask: “What AI optimization strategies are you implementing, and can you provide examples of AI-Friendly features, schema markup, or conversational content you have deployed?”

Has A.I. Killed the SEO Star? SEO, GEO, and AEO for Modern Digital Marketing

Last Updated: May 5, 2025

Leer en Español

If you’ve been around digital marketing even a little, you’ve heard of SEO (Search Engine Optimization.) You know the drill: use the right keywords, build some solid backlinks, and boom, your website shows up on Google when someone types in “water heater installation Boston MA.”

But in 2025, the game’s evolving. A lot.

Thanks to the rise of AI-powered assistants (like Alexa and Siri) and chat-based search (like ChatGPT, Gemini, Perplexity,  and Grok), it’s no longer just about ranking on Google. It’s about showing up in the answers AI gives people. Even Google is using Gemini to show you AI answers to your searches, right at the top of the search results. This is why AEO (Answer Engine Optimization) and GEO (Generative Engine Optimization) are becoming so critical.

Let’s break it all down.

SEO: The Classic Crowd-Pleaser

Goal: Rank high on Google (and other search engines) when someone searches for services you offer.
Focus: Keywords, structure, speed, backlinks.

Let’s say you’re a plumber in Boston. You create a page like:

  • Title Tag: Water Heater Installation Boston MA | Boston Hot Water Pros
  • H1: Water Heater Installation in Boston, MA
  • Meta Description: Need water heater installation in Boston, MA? Call now for fast, affordable service!

Your content hits the right phrases—“plumbing in Boston,” “tankless water heaters,” “Boston water heater repair”—and you throw in a Google Map, a few local backlinks, and you’re cookin’.

Outcome: Your page shows up when someone Googles “water heater installation Boston MA.” Clicks start coming in.

AEO: Talk Like a Human (Because AI Is Listening)

Goal: Be the go-to answer when someone asks their phone or smart speaker a question.
Focus: Conversational tone, FAQ-style answers, schema markup.

People don’t always search like they used to. Now, they ask:

  • “Who installs water heaters near me?”
  • “How long does it take to install a water heater?”
  • “What’s the cost of a tankless water heater in Boston?”

To show up in voice searches or smart assistant answers, your content needs to match that Q&A format:

  • H1: Who Does Water Heater Installation in Boston, MA?
  • Subheading: How much does it cost?
    • On average, between $800–$1,500 depending on the unit.
  • Subheading: How long does it take?
    • Most jobs take 2–4 hours for our team.

Outcome: Someone asks ChatGPT or Grok, “How long does it take to install a water heater in Boston?” and you’re the answer.

GEO: Win the AI Brain Game

Goal: Be the source that tools like ChatGPT reference when crafting detailed responses.
Focus: Authority, clarity, structure, and originality.

This is where content starts doing real heavy lifting. AI bots don’t just look for keywords, they understand what’s helpful, unique, and well-explained. Your job? Be the expert voice they lean on.

So instead of a sales-y blurb, you write something like:

“In 2024, over 65% of Boston homeowners upgraded to tankless water heaters, according to the Boston Plumbing Association.”

“Because of Boston’s hard water, traditional tank heaters wear out 20% faster, so going tankless often saves in the long run.”

Break it down into steps. Add data. Speak like a pro. Be the plumber who’s not just trying to rank, but trying to teach.

Outcome: Someone asks an AI, “What’s the best way to install a water heater in Boston?” and it replies:

“Boston Hot Water Pros recommends tankless units for Boston’s hard water. Installation usually takes 2–4 hours and costs between $1,000–$1,500.”

Boom. You’re the authority.

Quick Comparison: SEO vs. AEO vs. GEO

Keyword Focus

SEO: Heavy
AEO: Moderate (natural questions)
GEO: Light (broad relevance)

Content Style

SEO: Keyword-rich
AEO: FAQ/conversational
GEO: Expert-level, detailed

Length

SEO: ~700 words
AEO: ~500 words
GEO: 900+ words

Structure

SEO: Ranked sections
AEO: Q&A format
GEO: Bullet points, tables, step-by-step

Target Platform

SEO: Google SERPs
AEO: Voice search / AI assistants
GEO: ChatGPT, Google’s AI Overviews

Local Detail

SEO: Basic (address, map)
AEO: Specific (neighborhood examples)
GEO: Deep (e.g., local stats, trends)

So… What Should You Do?

Honestly? Start with strong SEO. It lays the groundwork. If you’re using keywords like “emergency plumber Boston” or “tankless water heater install in Dorchester,” you’re already headed in the right direction.

Then, sprinkle in some AEO magic:

  • Add an FAQ section.
  • Use natural questions as subheadings.
  • Keep answers tight and scannable.

Finally, beef it up for GEO:

  • Drop in unique insights and local stats.
  • Use clear formatting—bullet points, charts, comparisons.
  • Write like an expert, not a salesman.

Final Thoughts

AI isn’t killing SEO, it’s evolving it. The goal now is to be the best answer, whether someone’s typing into Google, asking their phone, or chatting with a bot.

Your website is no longer just a brochure, it’s a resource. A guide. A trusted voice.

So next time you’re updating a service page, ask yourself:

“Would this help me if I were the customer?”

If the answer is yes, chances are… the search engines (and AI) will think so too.

Want help giving your service pages a glow-up that works for SEO, AEO and GEO? Drop us a line. We speak fluent Google and robot.

SEO, GEO, and AEO FAQs


Answer Engine Optimization (AEO) focuses on formatting your content in a conversational Q&A style and using schema markup so that AI assistants and voice search devices can deliver your answers directly to users.


Generative Engine Optimization (GEO) is about creating authoritative, detailed content with unique data, bullet points, and expert insights so that generative AI tools reference your website when crafting their answers, whereas Search Engine Optimization (SEO) focuses on ranking in search results and Answer Engine Optimization (AEO) focuses on voice and Q&A formatting.


Search Engine Optimization (SEO) is the practice of optimizing keywords, site structure, page speed, and backlinks to rank high in Google SERPs, and it remains important because it lays the foundation for visibility and traffic before applying AEO and GEO strategies.


AI has shifted emphasis from purely keyword-based tactics to more user-centric content formats, pushing marketers to adopt conversational tone, structured Q&A, and authoritative data to satisfy AI assistants and chat-based search engines.


AI does not kill SEO but evolves it: websites must now serve as resources by providing clear answers for AI, voice search, and generative models, combining traditional SEO fundamentals with AEO and GEO enhancements.


Businesses should start with strong Search Engine Optimization (SEO) foundations, then add Answer Engine Optimization (AEO) elements like FAQ sections and natural question subheadings, and finally layer in Generative Engine Optimization (GEO) by including unique insights, local data, and expert commentary.


Optimizing for voice search and AI assistants involves using natural, conversational headings in a Q&A format, including Answer Engine Optimization (AEO) schema markup, and providing concise, human-friendly answers that directly address common customer questions.


To adapt for SEO, AEO, and GEO, businesses should: 1) Implement strong SEO fundamentals with targeted keywords and local backlinks, 2) Add AEO-focused FAQ sections with schema markup, and 3) Enhance GEO by publishing expert-level content with original data, bullet-point breakdowns, and clear formatting.

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