GEO/AEO is criticized by SEOs who declare that it’s simply web optimization at greatest and unsupported lies at worst. Are SEOs proper, or are they simply defending their turf? Bing just lately revealed a information to AI search visibility that gives an ideal alternative to check whether or not optimization for AI solutions suggestions is distinct from conventional web optimization practices.
Chunking Content material
Some AEO/GEO optimizers are saying that it’s vital to jot down content material in chunks as a result of that’s how AI and LLMs break up a pages of content material, into chunks of content material. Bing’s information to reply engine optimization, written by Krishna Madhavan, Principal Product Supervisor at Bing, echoes the idea of chunking.
Bing’s Madhavan writes:
“AI assistants don’t learn a web page prime to backside like an individual would. They break content material into smaller, usable items — a course of referred to as parsing. These modular items are what get ranked and assembled into solutions.”
The factor that some SEOs are inclined to overlook is that chunking content material will not be new. It’s been round for at the least 5 years. Google launched their passage rating algorithm again in 2020. The passages algorithm breaks up an online web page into sections to grasp how the web page and a bit of it’s related to a search question.
Google says:
“Passage rating is an AI system we use to establish particular person sections or “passages” of an online web page to raised perceive how related a web page is to a search.”
Google’s 2020 announcement described passage rating in these phrases:
“Very particular searches may be the toughest to get proper, since typically the only sentence that solutions your query may be buried deep in an online web page. We’ve just lately made a breakthrough in rating and are actually capable of higher perceive the relevancy of particular passages. By understanding passages along with the relevancy of the general web page, we are able to discover that needle-in-a-haystack info you’re on the lookout for. This know-how will enhance 7 p.c of search queries throughout all languages as we roll it out globally.”
So far as chunking is worried, any web optimization who has optimized content material for Google’s Featured Snippets can attest to the significance of making passages that immediately reply questions. It’s been a basic a part of web optimization since at the least 2014, when Google launched Featured Snippets.
Titles, Descriptions, and H1s
The Bing information to rating in AI additionally states that descriptions, headings, and titles are vital alerts to AI techniques. It’s not essential to belabor the purpose that descriptions, headings, and titles are basic components of web optimization. So once more, there’s nothing about optimizing these HTML components that’s distinctive to AEO/GEO.
Lists and Tables
Bing recommends bulleted lists and tables as a option to simply talk complicated info to customers and search engines like google. This method to organizing knowledge is much like a complicated web optimization technique referred to as disambiguation. Disambiguation is about making the that means and goal of an online web page as clear as doable, to make it much less ambiguous.
Making a web page much less ambiguous can incorporate semantic HTML to obviously delineate which a part of an online web page is the principle content material (MC within the parlance of Google’s third-party high quality rater tips) and which a part of the online web page is simply commercials, navigation, a sidebar, or the footer.
One other type of disambiguation is thru the correct use of HTML components like ordered lists (OL) and using tables to speak tabular knowledge reminiscent of product comparisons or a schedule of dates and instances for an occasion.
The usage of HTML components (like H, OL, and UL) give construction to on-page info, which is why it’s referred to as structured info. Structured info and structured knowledge are two various things. Structured info is on the web page and is seen within the browser and by crawlers. Structured knowledge is meta knowledge that solely a bot will see.
There are research that structured info helps AI Brokers make sense of an online web page, so I’ve to concede that structured info is one thing that’s notably useful to AI Brokers in a singular means.
Query And Reply Pairs
Bing recommends Q&A’s, that are query and reply pairs that an AI can use immediately. Bing’s Madhavan writes:
“Direct questions with clear solutions mirror the way in which individuals search. Assistants can typically carry these pairs phrase for phrase into AI-generated responses.”
It is a mixture of passage rating and the web optimization follow of writing for featured snippets, the place you pose a query and provides the reply. It’s a dangerous method to create a complete web page of questions and solutions but when it feels helpful and useful then it might be price doing.
One thing to remember is that Google’s techniques think about content material missing in distinctive perception on the identical stage of spam. Google additionally considers content material created particularly for search engines like google as low high quality as effectively.
Anybody contemplating writing questions and solutions on an online web page for the aim of AI web optimization ought to first think about the whether or not it’s helpful for individuals and suppose deeply in regards to the high quality of the query and reply pairs. In any other case it’s only a web page of rote made for search engine content material.
Be Exact With Semantic Readability
Bing additionally recommends semantic readability. That is additionally vital for web optimization. Madhavan writes:
- “Write for intent, not simply key phrases. Use phrasing that immediately solutions the questions customers ask.
- Keep away from obscure language. Phrases like modern or eco imply little with out specifics. As a substitute, anchor claims in measurable details.
- Add context. A product web page ought to say “42 dB dishwasher designed for open-concept kitchens” as a substitute of simply “quiet dishwasher.”
- Use synonyms and associated phrases. This reinforces that means and helps AI join ideas (quiet, noise stage, sound score).”
Additionally they advise to not use summary phrases like “next-gen” or “leading edge” as a result of it doesn’t actually say something. It is a large, large subject with AI-generated content material as a result of it tends to make use of summary phrases that may fully be eliminated and never change the that means of the sentence or paragraph.
Lastly, they advise to not use ornamental symbols, which is nice a tip. Ornamental symbols just like the arrow → image don’t actually talk something semantically.
All of this recommendation is nice. It’s good for web optimization, good for AI, and like all the opposite AI web optimization practices, there’s nothing about it that’s particular to AI.
Bing Acknowledges Conventional web optimization
The humorous factor about Bing’s information to rating higher for AI is that it explicitly acknowledges that conventional web optimization is what issues.
Bing’s Madhavan writes:
“Whether or not you name it GEO, AIO, or web optimization, one factor hasn’t modified: visibility is every part. In immediately’s world of AI search, it’s not nearly being discovered, it’s about being chosen. And that begins with content material.
…conventional web optimization fundamentals nonetheless matter.”
AI Search Optimization = web optimization
Google and Bing have included AI into conventional seek for a few decade. AI Search rating will not be new. So it shouldn’t be stunning that web optimization greatest practices align with rating for AI solutions. The identical issues additionally parallel with issues about customers and the way they work together with content material.
Many SEOs are nonetheless caught within the decades-old key phrase optimization paradigm and perhaps for them these strategies of disambiguation and precision are new to them. So maybe it’s an excellent factor that the broader web optimization trade catches up with many of those ideas for optimizing content material and to acknowledge that there is no such thing as a AEO/GEO, it’s nonetheless simply web optimization.
Featured Picture by Shutterstock/Roman Samborskyi

