AI engines don't show 10 blue links — they give one answer. Answer Engine Optimization (AEO) is the discipline of making sure that answer includes your business. Not indexed. Not ranked. Recommended.
Google is rolling out AI Overviews and AI Mode. ChatGPT, Claude, Perplexity, and Gemini answer questions directly. The winner is no longer the page that ranks #1 — it's the business that gets cited the most.
Optimizing for search engine rankings
Optimizing for AI-generated answers
AI engines don't just read your website. They cross-reference you across the entire internet. Here's what influences their answers.
JSON-LD markup tells AI what your business is, where it's located, what you offer, and your reviews. Without it, you're just text.
YouTube is one of the most-cited sources in LLM answers. A single well-titled video can seed your entity across every AI engine.
Reddit threads are crawled heavily by every major LLM. Authentic mentions in relevant subreddits carry more weight than a hundred backlinks.
robots.txt (GPTBot, ClaudeBot) and llms.txt tell AI engines they're welcome. Block them and your competitor gets the citation instead.
Mentions on Dotdash Meredith, industry blogs, and comparison sites feed directly into the RAG layer. These are the new "backlinks."
For local businesses, GBP is the anchor. Address, hours, reviews, and categories are cross-referenced by every AI engine.
Social profiles confirm your entity exists. Consistent NAP across platforms builds the trust signal AI engines look for.
Especially for B2B — LinkedIn signals professional authority. Employee count, about section, and company posts all feed the entity graph.
Google's "People Also Ask" questions are the exact queries LLMs retrieve for. Answer them on your site and you become the cited source.
You can't influence the base model (that's trained on trillions of tokens). But you can influence the RAG layer — the retrieval-augmented generation pipeline that decides what to cite.
"Who's the best plumber in Edmonton?" or "What software should I use for project management?"
The AI searches its index for relevant pages — your website, Reddit threads, YouTube videos, review sites, schema data, llms.txt files. The more places you're cited, the more likely you appear.
The model combines retrieved sources into a coherent response. Businesses mentioned in multiple high-authority sources get prioritized.
The answer is delivered. If you're cited, you're recommended. If you're not in the retrieval set, you're invisible — no matter how good your website is.
Everything that works for SEO still helps — but AEO adds new levers. Here's the step-by-step.
Use search data + paid query data to find the questions your customers ask. Convert keywords into natural-language questions.
TCD Tool: Voice of Customer (PAA Scraper)Ask ChatGPT, Claude, and Gemini your target questions. Are you mentioned? Ranked? Cited with a URL? Track this monthly.
TCD Tool: AI Perception Check™ ($27)Add LocalBusiness schema, create llms.txt, unblock GPTBot/ClaudeBot, add FAQ schema targeting your questions.
TCD Tool: AI Visibility Audit + GBP Fix GuideGet mentioned on YouTube, Reddit, industry blogs, and affiliate review sites. These are the sources AI engines retrieve.
TCD Tool: Citation Tracker ($27)When AI recommends you, the user asks follow-up questions. Build pages that answer those too, so you maintain share of voice across the entire conversation.
TCD Tool: AI Intelligence Dashboard Content StrategyRe-scan monthly. Compare your citation score, AI perception results, and share of voice. Run controlled experiments: fix signals for test questions, leave control questions unchanged.
TCD Tool: Scan History + Re-ScanAI answers for B2B queries have fewer clickable cards — users rely on the text recommendation itself. Your brand name being spoken by the AI is the conversion event.
Local queries trigger shoppable cards and map integrations in AI answers. Schema, reviews, and rich snippets matter more here than anywhere else.
This is where AEO gives you the biggest unfair advantage. You can skip the 18-month SEO grind entirely. Citations can appear in AI answers within days.
Some publishers debate blocking LLMs from crawling their content. Here's the reality:
You can block model training while still allowing indexing — use robots.txt to disallow GPTBot training but allow retrieval. But for most businesses, the upside of being cited far outweighs the downside. If AI recommends your competitor because you blocked the crawler — that's revenue you'll never recover.
The window is open. Early movers who build citations today will dominate AI answers tomorrow. Start with a $27 audit — then go deeper.
AEO Audit See PlansThe complete guide to how AI search engines find, verify, and recommend businesses.
Rich Results ExplainedSchema markup triggers stars, prices, and FAQs in Google Search. Here's how it works.
Case Study: The Global GhostA real-world example of going from AI-invisible to AI-recommended in 72 hours.
AI Perception Check™See if ChatGPT, Claude, and Gemini actually recommend your business when asked.
GBP Fix GuideStep-by-step: fix your schema, address, CID, hours, and bot access in one session.
About TransCanada DigitalThe Triple-Threat API Architecture behind the scanner. Based in Edmonton, serving globally.