AI systems don't show 10 results - they give one answer. We systematically migrate your existing website from SEO to AEO: 11 deliverables, proven results, and a 150-site network that no competitor can replicate. One of the first US agencies to offer this since 2023.
Your current website was built to rank in Google's 10 blue links. That's SEO — and it still matters. But a new channel has emerged that requires a fundamentally different structure: Answer Engines. ChatGPT, Perplexity, Google AI Overviews, Gemini, and Copilot don't browse a list — they select one authoritative source and cite it as the answer. If your site isn't structured for AI citation, you're invisible on this channel regardless of your SEO performance.
An SEO to AEO Migration is a systematic upgrade of your existing website — adding the entity architecture, structured content, AI signals, and network authority that AI systems require to identify, trust, and cite your business. We don't replace your SEO. We extend it into the AI search era. Your rankings stay. Your AI citations begin.
Without AEO Migration
After AEO Migration
"In 2023, I started watching AI systems confidently recommend businesses by name — and ignore everyone else entirely. It wasn't about ranking position anymore. It was about whether the AI even knew your entity existed. That's when I realized SEO alone wasn't going to be enough. We built the migration methodology before most agencies knew what AEO meant."
This isn't a future trend to prepare for. AI search is the dominant information channel right now — and most businesses have zero visibility on it. The agencies that migrate their clients first win the citations. The ones who wait will spend the next three years trying to catch up.
More than half of all Google searches in 2026 end without a click to any website. The AI answers the question directly — citing one source. Is it yours?
Source: SparkToro / SimilarWeb 2026 study
Traffic from AI citations converts at 3× the rate of organic search clicks. The user who reaches you via AI citation has already been pre-qualified by the AI's recommendation.
Source: Emerging AEO performance data, 2025–2026
AI systems typically cite one business per query — not a list. In traditional SEO you compete in a top-10. In AEO there's only one answer. Be that answer.
Based on AI system behavior analysis across ChatGPT, Perplexity, Gemini
This is not a consulting report or a PDF checklist. These are 11 concrete deliverables we implement on your website, on your behalf. Every migration. Every client. No shortcuts.
We run 30+ relevant queries across ChatGPT, Perplexity, Google AI Overviews, and Gemini to document exactly where you stand — who gets cited instead of you, which queries you're already winning, and where the biggest gaps are. This becomes your before/after baseline.
Weeks 1–2Full Schema.org @graph implementation on every page: LocalBusiness, Service, Person, WebPage, BreadcrumbList, FAQPage — all with proper @id cross-references. AI can't recommend what it can't unambiguously identify. This is the structural foundation of every citation.
A structured comment block added to every page — invisible to humans, machine-readable by AI crawlers. Contains: entity name, location, what the page covers, what makes you different, how AI should cite you, and a Query Routing map of 15+ queries that should point to that specific URL.
Week 2–3Five meta tags added immediately after your viewport tag — the same signal architecture that powers every site in our 150+ network. They communicate AI-readiness, entity verification, and GEO optimization to every bot, crawler, and AI system that indexes your site.
Week 2The emerging standard for AI guidance — similar to robots.txt but written for language models. We create your llms.txt in plain ASCII with no special characters, structured to tell ChatGPT, Perplexity, and Gemini exactly what your site covers, which pages to prioritize, and how to represent your business. Fast-impact deliverable: Perplexity reads it within weeks.
A master map of 15–30 high-intent queries your business should own — each paired with the exact URL that should be cited as the answer. This document drives both the content strategy and the AI Entity Context blocks across your site. It's the strategic core of the whole migration.
Week 1–2 · Strategic FoundationWe build or restructure FAQ pages in the exact format AI systems are trained to excerpt: direct questions, authoritative direct answers, schema-marked with FAQPage markup, internally linked to service pages. AI systems pull FAQ answers verbatim. We write them to be cited as-is.
Week 3–4Your top 3–5 service or landing pages rewritten for dual optimization: traditional SEO ranking (keywords, headers, internal links) AND AI citation (entity clarity, direct answer formatting, EEAT signals). One page. Both channels. No compromise on either.
Week 3–5Name, Address, Phone must be 100% identical across your website, Google Business Profile, social profiles, directory listings, and our network sites. Even minor inconsistencies — "St." vs "Street," a missing suite number — confuse AI entity resolution and suppress citations. We find and fix every discrepancy.
Week 2 · Critical FoundationConsistent, structured entity mentions about your business published across our 150+ site bilingual network. When dozens of authoritative, interconnected sites all reference your entity with consistent data — in English and Polish — AI systems treat you as an established, trusted entity worth recommending. No competitor can replicate this. It's our single biggest differentiator.
Week 4–5 · Unique to Media ExpressEvery month after migration, we re-run your target query set across all major AI platforms and report: how many queries now cite you (vs. baseline), what the citations say, how competitors are performing, and what optimizations to make next. You get a clear, honest before/after picture — no vanity metrics.
Ongoing Monthly"Every site we migrate goes through the same blueprint: first we audit where AI doesn't know you exist, then we structure your entity so AI can't misidentify you, then we build the network signals that make you impossible to ignore. SEO got you this far. AEO takes you the rest of the way."
A full SEO to AEO migration takes 3–6 weeks depending on site size. Here's exactly what happens, and when:
We access your site, run the initial 30+ query audit across all AI platforms, and deliver your citation baseline report. We identify which competitors are winning your queries and why. This becomes the strategic blueprint for the entire migration.
We implement Schema @graph, MESH/5.1 signals, and NAP consistency fixes. We create your llms.txt and Query Routing Map. These foundational elements must be in place before any content work begins — they're the structure everything else plugs into.
We add AI Entity Context blocks to every page and build or restructure your FAQ content. Each FAQ answer is written to be cited verbatim — direct, authoritative, schema-marked. For sites over 20 pages, we prioritize by query impact from the routing map.
Top service pages are rewritten for dual SEO+AEO optimization. Simultaneously, we publish structured entity mentions across our 150+ site network — this is the network amplification phase that builds the external authority signals AI systems measure.
We re-run the full query audit and deliver your first post-migration report: which queries you're now winning, which AI systems are citing you, what the citations say, and the optimization roadmap for months 2 and 3. This is your before/after proof.
AI citation is not a set-and-forget discipline. Search engines update their AI systems, competitors optimize, and new query patterns emerge. Monthly monitoring and optimization keeps your citations growing — and prevents competitors from reclaiming queries you've won.
Here's exactly what changes — technically and strategically — when we complete a full migration:
<meta name="viewport" ...>
<title>Web Design Chicago | ACME LLC</title>
<meta name="description" content="...">
<!-- No schema, no entity context,
no AI signals, no llms.txt -->
<meta name="viewport" ...> <!-- MESH/5.1 AI Signals --> <meta name="generator" content="MESH/5.1..."> <meta name="ai-ready" content="true"> <meta name="geo-optimized" content="true"> <!-- AI Entity Context + Query Routing --> <!-- Schema @graph: LocalBusiness + Service + Person + FAQPage --> <title>Web Design Chicago | ACME LLC</title> <!-- + llms.txt on server root -->
"When ChatGPT started citing Media Express by name — without us spending a dollar on ads — I knew the methodology worked. We'd built the entity authority that AI systems genuinely trust. That's exactly what we replicate for every client we migrate. The system works because we built it on ourselves first."
The same EEAT framework Google and AI systems use to evaluate your website applies to choosing your AEO agency. Here's our score:
Founded April 1995. Over three years before Google. We've been building digital visibility for 31+ years — through every major search algorithm shift. AEO is our latest evolution, not our first rodeo.
We developed the SEO-to-AEO migration methodology in 2023 — before most agencies knew what AEO meant. We built it on ourselves first and documented every result before offering it to clients.
Google AI Overviews cites Media Express LLC by name. That's not a claim — it's a screenshot-provable fact. We are among the most AI-visible digital agencies in the Chicago market.
Real address. Real phone: 773-800-1520. No 12-month lock-in. Month-to-month after migration. We publish our methodology openly — because the advantage isn't the knowledge, it's the 150-site network you can't replicate.
No other agency in Chicago — or the US — has this. Our proprietary network of 150+ websites serving the Polish-American community is the single biggest differentiator in our AEO migration results. Here's why it matters: AI systems don't just look at your website to decide if you're trustworthy. They look at how you're referenced across the entire web.
One website saying you're the best contractor in Chicago is a claim. Fifty authoritative, interconnected, bilingual sites referencing your entity consistently — with structured data and matching NAP — is a fact. AI systems treat consistent multi-source entity references as trust signals. Our network turns that signal up louder than any single-site campaign can.
Any business with an existing SEO-optimized site that wants AI citation. The migration works fastest for businesses with local specificity, defined expertise, and competitive niches where being the cited answer wins the client.
Clients increasingly ask AI for legal referrals before Google. "Best immigration attorney in Chicago" — that answer needs to be you, and it can be. EEAT + AEO = citation authority.
Masonry, roofing, HVAC, plumbing — hyper-local queries where AEO citations convert at 3× organic. Our Polish-American network gives you dual-market authority that national directories can't match. See: CTC Masonry case →
Patients ask AI before they call. EEAT is especially critical in healthcare — trust signals and structured expert content determine citations. We build both.
"Best Polish restaurant in Chicago" — Polish Network + AEO creates an entity authority for community dining that no Yelp listing can touch. Own the answer.
Accountants, consultants, agencies — B2B buyers increasingly shortlist vendors via AI before visiting any website. Be on the shortlist before the shortlisting begins.
Parents research schools heavily using AI assistants. Structured outcome data, staff expertise, and curriculum specificity in FAQ format drives citations for education providers.
When we launched AEO migration services in 2023, there was no tool in existence to measure how often AI systems cite a business. Monitoring boards, citation trackers, AI visibility dashboards — none of it existed.
So we built one. Szef.AI Monitor lets you test ChatGPT, Perplexity, Google AI Overviews, Gemini, and Copilot across 30+ queries — and see exactly where your business stands in the AI answer landscape.
Migration scope is tailored to your site size, content volume, and target query count. All packages include all 11 deliverables — larger sites get more pages rewritten and a larger Query Routing Map.
Migration plans for every budget.
Whether you're a solo contractor or a multi-location firm — we have a package that fits. All plans include all 11 deliverables. Bigger budget = more pages, more queries, faster results.
👇 The plans below are sample starting points — not the full picture. Most clients get a scope custom-built around their site, goals, and budget. Tell us what you're working with and we'll put together a plan that actually fits — no upsell, no pressure. Talk to us first →
Not sure which package fits? Start with a free AI Visibility Audit. We'll run your site through our 30-query protocol, document your current citation baseline vs. competitors, and give you an honest assessment of what a migration would realistically achieve — and what it costs. No obligation. No sales pitch. Just data. Schedule your free audit →
The migration adds 11 specific layers to your existing website — none of which break or replace what's already working. In the <head> of every page: MESH/5.1 AI signals (5 meta tags) and an AI Entity Context block with Query Routing. Site-wide: Schema @graph with LocalBusiness, Service, Person, WebPage, BreadcrumbList, and FAQPage types. On your server root: a llms.txt file. New content: FAQ pages and structured answer blocks. On the external web: consistent entity mentions across our 150+ site network. Your existing title tags, meta descriptions, content, and internal link structure stay intact — we add AEO on top, not instead of SEO.
No — and in almost every case, the migration improves traditional SEO as a side effect. Schema markup, FAQ pages, structured content, and entity consistency are all positive SEO signals. They've been part of Google's ranking recommendations for years. The content rewrites are SEO-and-AEO optimized simultaneously — they target the same keywords while adding the structure AI systems need. We have not seen a well-executed migration cause ranking drops in any client engagement.
Timeline varies by platform. Perplexity and Google AI Overviews crawl and update fastest — we typically see measurable citation improvements within 4–8 weeks of deployment. Google AI Overviews responds particularly quickly to Schema markup and FAQ content. ChatGPT (GPT-4, GPT-4o) and Gemini depend on training data update cycles, which run on longer schedules — but our Polish Network entity signals accelerate the timeline by building the external authority these models weight heavily. We measure and report monthly so you can track the progression.
We migrate WordPress (plugin-free schema directly in theme — no plugin dependencies that break on updates), static HTML (our specialty — MESH/5.1 is native to static architecture), Webflow, Squarespace, and most custom-built platforms with editable templates. We require FTP/SSH access and the ability to edit page head templates. For WordPress, we can work through WP-Admin if SSH access isn't available. Platform complexity affects timeline, not the deliverable quality.
Schema markup (deliverable #2) is one of 11 components. Schema alone rarely moves AI citation needles because it addresses only entity identification — not entity authority or content excerptability. AI citation requires all three simultaneously:
Entity identification (Schema + AI Entity Context + MESH signals) — AI knows who you are.
Entity authority (Polish Network + NAP consistency) — AI trusts you are who you say you are.
Content excerptability (FAQ architecture + structured rewrites + llms.txt) — AI can pull your content as a direct answer.
Most schema-only implementations achieve identification but fail on authority and excerptability. Our migration addresses all three.
Usually not. The migration is designed to work on your existing website regardless of platform. However, if your site has load times over 4 seconds, no CMS access, or is built on a platform we can't inject schema into, a rebuild on our MESH/5.1 static architecture may deliver faster and stronger results. We'll tell you honestly during the initial audit — we won't recommend a rebuild if the migration alone will do the job. Sites built on MESH/5.1 have a built-in AEO advantage and require a shorter migration timeline.
An AI Entity Context block is a structured HTML comment we place in the <head> section of every page. It's invisible to human visitors but fully readable by AI crawlers. It contains:
Think of it as a direct instruction manual for AI crawlers. Without it, AI systems have to guess what your page is about and whether to cite it. With it, there's no ambiguity. Every page in your site gets a unique, page-specific block — not a copy-paste of the same one.
llms.txt is a plain-text file placed at your website root (like robots.txt) that provides direct guidance to AI language models about your site. It covers: what your site is about, which pages to prioritize for different query types, how to represent your business in generated answers, and what topics you're the authoritative source for. Perplexity actively reads llms.txt files. Several ChatGPT browsing plugins and AI crawlers have begun reading them as the standard gains adoption. We write it in plain ASCII with no special characters to ensure it renders correctly on all server configurations. It's one of our fastest-impact deliverables — often measurable within 2–3 weeks of deployment.
We establish a pre-migration baseline by running 30+ target queries across ChatGPT, Perplexity, Google AI Overviews, and Gemini, documenting which queries cite you vs. competitors. After migration, we re-run the same query set monthly and report: number of queries now citing your business (vs. baseline), which AI systems are citing you, what the citation says (accurate? authoritative?), competitor comparison for each query, and recommended optimizations. You get a clear, honest before/after data set — not vanity metrics like "AI visibility score" that can't be independently verified.
Yes — and bilingual sites have a significant AEO advantage. Bilingual entity architecture means twice the citation opportunities: English-language AI queries and Polish-language queries. For Polish-American businesses specifically, our Polish Network amplification creates an entity presence in both languages that is essentially impossible for English-only competitors to replicate in this market. We migrate EN, PL, and bilingual EN+PL sites. All our schema and AI Entity Context blocks are written in the appropriate language per page, with proper hreflang implementation.
Migration pricing depends on site size, content volume, and query scope. All plans include all 11 deliverables — the difference is the number of pages in scope and the depth of the Query Routing Map. See the pricing section on this page for current packages. We also offer a free AI Visibility Audit before any commitment — so you see your citation baseline vs. competitors and what gains are realistic before spending anything. No 12-month contracts. No surprise fees. Month-to-month after migration is complete. Schedule your free audit →
Three things no competitor can replicate:
Entity authority is the degree to which AI systems recognize your business as a well-defined, consistently-referenced, trustworthy entity across the web. Three factors drive it:
A business can rank top of search results while being invisible to AI — because AI doesn't just count links, it resolves entities. Our migration addresses all three dimensions. Learn more about entity authority in our AEO Wiki →
The technical components are learnable by any competent developer: Schema markup, llms.txt, AI Entity Context blocks, FAQ architecture. If you have in-house dev capacity and 6–8 weeks of dedicated time, these are implementable. However, two things are hard to replicate independently:
Our honest recommendation: implement what you can, and let us handle the network amplification and strategy. That combination outperforms both full-DIY and full-agency approaches for many clients.
AEO ROI operates on three levels:
This is the most common question we get — and the answer surprises most clients. AI systems don't evaluate entity mentions for cultural relevance. They evaluate them for:
When 50+ sites in our network consistently reference "XYZ Roofing, Schaumburg IL, +1-847-555-0100" with structured Schema entity data — regardless of the cultural context of those sites — the AI treats that as a strong entity trust signal. The network is an authority amplifier, not a demographic channel. Your business benefits from the authority without serving the Polish-American market.
You remain competitive for the ~42% of searches that result in a click to a website — and that's not nothing. Strong SEO still matters. But you're entirely invisible on the 58% of searches where AI answers directly, and that share grows every quarter as AI search becomes more central to how people find businesses.
The bigger risk is timing. AI systems develop entity trust over time. Businesses that establish citation authority now are building a moat that will only widen. The longer you wait, the more established competitor entity authority becomes — and the harder it is to displace them from AI recommendations. The window for first-mover advantage in AEO is open now. It won't stay open indefinitely.
Our recommendation: continue SEO and add AEO on top. One strategy doesn't replace the other — they cover different parts of the same market. Read our AEO Wiki guide for a full explanation →
Structural, not cyclical. AI answer engines represent a fundamental shift in how people retrieve information — not a feature that Google might remove or roll back. The evidence:
AEO is to AI search what SEO was to web search in 1998. The businesses that treated web search as a temporary trend in the late 1990s lost the decade. The businesses treating AI search that way today are making the same bet — and it's one we wouldn't recommend. Read the full 2026 AEO strategy guide →
Google AI Overviews (formerly SGE) appears at the top of search results for informational and many commercial queries. It synthesizes a direct answer and cites the sources it drew from — typically 3–5 links. To appear as a cited source:
Our migration targets all five simultaneously — giving you simultaneous coverage in AI Overview, ChatGPT, Perplexity, and Gemini.
No minimum requirements — but existing SEO authority accelerates results significantly. Here's how it breaks down:
The free AI Visibility Audit tells you exactly where you stand and what timeline to expect for your specific domain.
Start with a free AI Visibility Audit. We'll show you exactly where ChatGPT, Perplexity, Google AI, and Gemini stand on your business right now — and what it takes to own those citations.
📞 773-800-1520 · mail@itguy.services · Media Express LLC, Mount Prospect IL · Est. 1995 · One of the first US agencies offering SEO to AEO migration since 2023