What’s in this article
- What actually shipped — how Gemini 3, AI Overviews, and AI Mode change Google Search for everyone.
- Why this matters for your website — the shift from a list of links to a direct answer engine, and what it means for traffic.
- Here’s how I’d actually use this — four concrete steps to make your site citable by AI, starting today.
- What this changes for agency work — how to scope, price, and sell AEO as a new service.
- My $0.02: How I’d roll this out — a three-day plan to turn this change into a new revenue stream.
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This spec gives an AI coder the full instructions to build a custom, AEO-optimized FAQ block for any WordPress site. It automatically generates the schema Google’s Gemini needs to cite your content.
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Google just changed search. Not for a small group of beta testers, but for the billion-plus people who use it every day. Gemini 3 is now the engine behind every AI Overview, and the new “AI Mode” lets users have a full conversation with search results.
This is not another feature. This is the end of the ten blue links. Conversational search is now the default. If your website isn’t built to be part of that conversation, it will become invisible.
This post is for the designers, agency owners, and business leaders who need to know what to do about it this week. This is the AEO (AI Engine Optimization) playbook for the Gemini era.
What actually shipped
On May 11, Google announced that its Gemini 3 model now powers all AI Overviews in search. These are the AI-generated summaries that appear at the top of the results page. More importantly, they introduced “AI Mode,” which lets users ask follow-up questions and carry on a continuous conversation without leaving the search results.
Think about what this means. A user doesn’t just search for “best coffee maker.” They search, get an AI Overview, and then ask, “Which of these is best for a small apartment?” or “Which one is easiest to clean?” Google’s AI answers these questions by synthesizing information from the websites it trusts.
The game is no longer about ranking #1. The game is about being the citable source that the AI uses to build its answer.
OLD SEARCH: The Wall of Links
┌───────────────────────────┐
│ Your Site - Keyword Match │
│ Competitor 1 │
│ Competitor 2 │
│ ... (10 blue links) │
└───────────────────────────┘
User has to click, read, and synthesize.
NEW SEARCH: The Conversation
┌───────────────────────────┐
│ AI Overview (synthesis) │
│ ↳ Cites Your Site │
│ ↳ Cites Competitor 1 │
│ Follow-up questions... │
└───────────────────────────┘
User gets the answer directly. You win by being the source.
This diagram shows the whole story. We’ve moved from a library model, where Google points you to the right book, to an expert model, where Google reads the books for you and gives you the answer.
Your website’s job is no longer to be a destination; its job is to be a citable source for an AI.
Why this matters for your website
For twenty years, the goal of SEO was to get the click. You’d optimize your page to rank high so a user would click your link and visit your site. That model is now secondary. In many cases, the user will get their answer from the AI Overview and never click through at all.
This sounds scary, but it’s a huge opportunity if you adapt. Instead of optimizing for clicks, you now optimize for citations. When Gemini builds an answer, you want your site to be one of the sources it links to. A citation is the new click. It builds authority and drives traffic from users who need to go deeper than the AI’s summary.
Websites that are just a wall of marketing copy will lose. Websites with clear, structured, factual information will win. The AI is looking for answers, not fluff. If your site is a collection of vague claims, Gemini will ignore it. If your site has a well-marked-up FAQ section that directly answers a user’s question, you’re in.
Here’s how I’d actually use this
This isn’t theoretical. AEO is a set of practical, technical steps. Here is the exact four-step process I use on mikekwal.com and for every MK-Way client to make a site Gemini-ready.
- Structure content with FAQ blocks. Go to your most important pages—your service pages, your product pages, your cornerstone blog posts. Add a dedicated FAQ section that answers the most common questions your customers have. Use a proper FAQ block in your editor (like the one in the spec download) that generates `FAQPage` schema. AI engines love this format because it’s already a Q&A.
- Write headings as direct questions. Change your headings from vague statements like “Our Process” to direct questions like “How does your design process work?” This directly matches the conversational queries people type into Google. The AI can map the question to your heading and use the content that follows as the answer.
- Create an `llms.txt` file. This is like `robots.txt` but for AI. It’s a simple text file you place at the root of your site (e.g., `yoursite.com/llms.txt`). In it, you tell AI engines what your site is about, who you are, and what your best, most citable content is. Anthropic’s Claude already reads this, and it’s becoming a standard.
- Add a “Last updated” date to key pages. Recency is a huge signal for AI. Go to your most important content and add a simple line at the top or bottom: “Last updated: May 29, 2026.” And actually update the content when you do. This tells Gemini that your information is current and trustworthy.
That’s it. These four steps are 80% of the work. You are turning your website from a brochure into a structured database that an AI can easily read and cite.
What this changes for agency work
This shift from SEO to AEO changes how design and development agencies should be thinking about their services. It’s not just a new task; it’s a new business model.
AEO audits are a new, sellable service. You can now offer a standalone “Gemini Readiness Audit” to clients. For a flat fee, you review their existing site against the AEO playbook and deliver a list of specific, actionable changes. This is a perfect foot-in-the-door service for new clients.
This creates a real retainer opportunity. AEO isn’t a one-time fix. Content needs to be kept up-to-date. New FAQs need to be added as customer questions evolve. This is a natural fit for a monthly retainer. I’d price this as a $300-$600/month line item called “AI Citation Monitoring & Content Upkeep.” It’s valuable, ongoing work.
Your technical choices matter more. A website builder that automatically generates clean schema (like WordPress with Rank Math) is now a much easier sell than one that doesn’t. Your ability to explain *why* these technical details matter for getting traffic from AI is a key differentiator. You’re no longer just a designer; you’re a strategist for the new internet.
Agencies that just deliver pretty designs without the underlying AEO structure will be selling a product that is obsolete on launch day. The ones who master this will have a powerful new way to deliver and prove their value.
My $0.02 — How I’d roll this out for a design business
If I were running a design agency, here is the three-day plan I’d use to make this change a core part of my business starting Monday.
Day 1 — Audit your own house. Before you sell this to anyone, apply the AEO playbook to your own agency website. Install Rank Math if you’re on WordPress. Add FAQ sections to your service pages. Create your `llms.txt` file. Document every step. This is your lab—use it to get the process down cold.
Day 2 — Run a free pilot for your best client. Pick one friendly, long-term client. Tell them you’re piloting a new “AI Search Optimization” service and you want to apply it to their site for free, in exchange for a testimonial and case study. Implement the changes from Day 1 on their site. Track the results. You now have proof that this works.
Day 3 — Productize and sell it. Take the process you documented and the case study you created and turn it into a formal service offering. Create a one-page PDF explaining what the “Gemini Readiness Package” is and why it matters. Add it as an optional line item to every new proposal you send out. Start talking about it on your sales calls.
This is exactly how I develop new services for MK-Way. I build it for myself, I live it to prove it works, and then I productize it for clients. *If you can talk it, you can build it.*
FAQ
Is traditional SEO dead?
No, but its role has changed. Technical SEO (site speed, mobile-friendliness) and keyword research are still important foundations. AEO builds on top of that foundation by focusing on structure, clarity, and citability for AI engines.
Will Google still send traffic to my site if I’m just cited in an AI Overview?
Yes. Google’s data shows that links within AI Overviews get more clicks than they would if the page appeared in the traditional web listing for that query. A citation is a high-quality endorsement that drives qualified traffic.
Do I need to rewrite all my old blog posts?
No. Start with your most important pages—your homepage, service pages, and top 5-10 blog posts. Apply the AEO principles there first. It’s an incremental process, not an all-or-nothing overhaul.
What’s the difference between `llms.txt` and `robots.txt`?
`robots.txt` tells bots what they *can’t* crawl. `llms.txt` tells AI bots what your site *is about* and what your best content is. It’s a positive instruction, not a restriction.
How can I track my AEO performance?
This is still evolving. Right now, the best way is to monitor your citations. You can do this by setting up Google Alerts for your brand name plus key phrases from your citable content. New tools for tracking AI citations are also starting to appear.
Does this apply to B2B websites too?
Absolutely. Conversational search is happening for all queries, from consumer products to complex B2B services. A business leader asking, “What’s the best CRM for a small agency?” will get an AI Overview, and you want your CRM’s website to be the source.
Want help applying this?
Four ways to go deeper:
- Build with Builders. Join the Talk-to-Build community to learn how to Earn money with AI, Download our AI Skills, Advance your business, and learn to build real assets — AI-native websites, cinematic AI video, agent-driven workflows — that you can sell to SMBs who want the outcomes but don’t have time to learn the skills.
- 1-on-1 working session. Skip the friction. Book a screen-share with me — bring a real problem, leave with a working piece of it.
- Done-for-you. MK-Way builds AEO-ready websites, apps, and AI agent workflows for design agencies and founders who want it shipped fast.
- Quick question. DM me on Instagram or connect on LinkedIn. I read every message.
This post is part of the AI Pulse atomic series. If you commented “BROWSE” on one of my videos — this is the breakdown. Sources: The Official Google Blog.
Last updated: 2026-05-29.