A customer used to find you by searching, scanning a page of blue links, and clicking one. Increasingly they do something else. They ask a question in ChatGPT or Perplexity, or they read Google's AI summary at the top of the results, and they get an answer assembled from a handful of sources they never visit.
If your business is not one of those sources, you are not in the consideration set. Not ranked lower. Absent.
That is a different problem from SEO, and it needs a different fix.
Answer engine optimization is structuring content so AI assistants can cite it when answering a question. In practice it means putting direct answers near the top of a page, defining terms explicitly, using extractable structure like lists and tables, keeping factual claims specific and sourced, and making your business identifiable as a consistent entity across the web.
How this is different from SEO
Search engines rank pages. Answer engines assemble answers.
That distinction sounds academic until you look at what each one rewards. A search engine can send someone to a page that buries the answer, because the person will scroll and find it. An answer engine cannot. It is extracting a passage to reuse, so it needs a passage that stands on its own without the surrounding page.
| Traditional SEO | Answer engine optimization | |
|---|---|---|
| Goal | Rank the page | Get the passage quoted |
| Rewards | Keyword coverage, links, dwell time | Direct answers, structure, specificity |
| Answer placement | Anywhere on the page | Near the top, self-contained |
| Ideal writing | Comprehensive | Extractable |
| Winner profile | Established domains | Also newer sites with better structure |
That last row is why this matters so much for a small business. Ranking is largely a function of domain authority, which takes years and money to build. Citation is substantially a function of whether your page is easy to quote, which you can fix this week.
How answer engines choose sources
Three things worth knowing before you change anything.
They do not agree with each other. Analyses of citation behaviour across platforms have found remarkably little overlap in which domains get cited, and the platforms cite brands at very different rates. The practical implication: do not optimise for one assistant. Optimise for the shared underlying preference, which is content that is easy to extract and safe to trust.
Freshness matters more than it does in classic SEO. For commercial and evaluation-stage questions, the large majority of cited pages have been updated recently. A page you published three years ago and never touched is at a structural disadvantage regardless of quality.
Sourced, specific claims outperform confident assertions. This is the one most marketing content fails. An assistant assembling an answer is effectively assessing risk. A page that says "studies show most businesses see improvement" is unusable, because there is nothing to attribute. A page that gives a specific figure and names where it came from is quotable, because it can be checked.
Marketing writing has spent twenty years learning to sound confident without committing to anything specific. That habit is now actively expensive.
The eight things to fix on a page
Work through these in order. Most pages can be substantially improved in about twenty minutes.
- Put a direct answer in the first 150 words. One paragraph, 40 to 60 words, answering the page's core question completely, with no setup and no hedging.
- Use definitional sentence structure at least once. "X is Y that does Z." It reads slightly flat to a copywriter and it is exactly what gets extracted.
- Write headings as the questions people actually ask. Not "Our Approach" but "How does an AI marketing engagement work?"
- Add at least one table or structured list. A comparison table will get quoted far more often than four paragraphs saying the same thing.
- Make every claim specific. Replace "significantly faster" with the actual number. If you cannot source it, cut it rather than softening it.
- Add schema markup. At minimum Organization, LocalBusiness if you serve an area, Service on service pages, and FAQPage anywhere you answer questions.
- Cite your sources visibly. A short sources block at the bottom of a page costs nothing and makes your claims verifiable.
- Update the page and say so. Add a visible last-updated date and actually earn it.
A before and after
Same information, two versions.
Before:
At SteelAIQ, we believe that in today's rapidly evolving digital landscape, artificial intelligence has fundamentally transformed the marketing function. Our team leverages cutting-edge AI solutions to help businesses of all sizes unlock their full potential and drive meaningful, measurable growth across every channel.
Read that and ask what an assistant could extract from it. There is no claim, no definition, no number, no entity clearly described. It is 47 words that would fit on any marketing site in any industry.
After:
AI marketing is the use of artificial intelligence tools to plan, produce, and measure marketing work. SteelAIQ is a marketing consultancy in Pittsburgh, Pennsylvania that applies these tools for small and mid-sized businesses with no in-house marketing team. Typical engagements are a fixed-scope audit, a training engagement, or monthly ongoing support.
Same length. Defines the term, identifies the entity, states the location, and describes the actual service model. Every sentence is independently quotable and independently checkable.
The second version is also, notably, less fun to write. That is the trade. Extractable prose is plainer prose.
The part almost nobody does: entity consistency
Before an assistant can cite you, it has to be confident about who you are. That confidence comes from finding consistent information about your business in multiple places. Same name, same description, same location, same services, everywhere it looks.
If your website says "SteelAIQ," your LinkedIn says "Steel AIQ," a directory has an old address, and your About page describes the business differently than your homepage does, you are not a well-resolved entity. You are four ambiguous fragments, and the safe move for an assistant is to cite someone else.
How to fix it: write one definitional sentence about your business and then use it verbatim everywhere. Website, LinkedIn company page, directory listings, schema markup, and your llms.txt file if you have one. Not a paraphrase. The same sentence. Then make sure your sameAs schema array links to every profile you control.
This is unglamorous and it is probably the highest-return hour available to a small business on this entire list.
Why this favours small businesses right now
Three reasons, and they will not all last.
The tactics are cheap. Restructuring a page costs an afternoon. Building domain authority to outrank an established competitor costs years.
Almost nobody local is doing it. Look at the websites of your five nearest competitors. Count how many have a direct answer in the first 150 words of any page. In most markets the answer is zero.
Citation is less gated by authority than ranking is. Authority still helps and larger sites are still cited more. But structure is a variable you control completely, and it demonstrably moves the outcome.
That window closes as this becomes standard practice. It is open now.
How to actually measure it
There is no Search Console for AI citation yet, so measurement is manual and that is fine.
Pick your ten most important questions, the ones a prospect would ask before buying. Once a month, ask each one in ChatGPT, Perplexity, and Google, and log three things: whether you were cited, who was cited instead, and what the answer said about your category.
Ten minutes a month. It tells you more about your competitive position in AI search than any tool currently sold for the purpose, and it also tells you what your prospects are being told about you when you are not in the room.
Where to start if you only do one thing
Rewrite the top of your homepage and your main service page so the first 150 words contain a direct, plain, specific answer to the question that page exists to answer.
Not your value proposition. Not your mission. An answer.
It will feel like a downgrade when you read it, because plain prose always does next to marketing prose. Publish it anyway, then go ask ChatGPT about your category in ninety days.
If you would rather have this built properly, that is what the content and SEO service does. More straight answers are on the FAQ page.
Eric Howard
Founder of SteelAIQ and a chief marketing officer with more than twenty years running marketing organizations across enterprise software, manufacturing, and consumer brands. Based in Pittsburgh.
