Answer engine optimization examples are easiest to see in how a page is written. An answer first page states the direct answer in its opening lines, backs it with specific numbers and a source, and answers follow up questions under question headings. The bottom line: a rewrite that an AI system can quote word for word beats a page that makes the reader hunt for the point. The examples below are illustrative rewrites with invented figures, written to show the pattern. Replace them with your own real prices, times, and sources. This guide supports our main explainer on answer engine optimization.
Example 1: a plumber's service page
| Before | After |
|---|---|
| Welcome to Tampa Bay Plumbing, a family owned company serving the area since 1998. We pride ourselves on quality workmanship and customer care. Call us today for all your plumbing needs. | Water heater replacement in Tampa usually takes 3 to 5 hours and costs between $1,200 and $2,800, depending on tank size, tankless or tank, and whether a permit is needed. We replace both types, haul away the old unit, and offer same week scheduling. |
What changed: the after version answers "how long" and "how much" in the first two sentences, names the location and the service, and gives conditions that explain the range. An answer engine can lift either sentence.
Example 2: an accounting firm's FAQ
| Before | After |
|---|---|
| Why should I hire an accountant? Our experienced team can help with all of your financial needs. | When should a small business owner switch from DIY bookkeeping to an accountant? Usually when the business has employees, sales tax in more than one state, or revenue large enough that a missed deduction costs more than a monthly fee. We start with a one hour review of your books and give you a written list of what to fix. |
What changed: the heading is a question a person would type, the answer begins with a direct response and conditions, and the last sentence states what the firm actually does.
Example 3: a law firm's practice page
| Before | After |
|---|---|
| Our attorneys have decades of experience and a proven track record of success in estate planning. | An estate plan for a married couple with a home and retirement accounts usually includes a will, a revocable trust, a power of attorney, and a health care directive. We explain which of these your family needs in a free 30 minute consultation, and we quote a flat fee afterward. |
What changed: claims like "proven track record" are replaced by a concrete description of what the service includes. Lawyers should check their state's advertising rules before using results or fee statements.
Example 4: add sources and dates
A claim such as "Many homeowners overpay for roof repair" gives an engine nothing to verify. A version such as "In a 2025 survey of 1,200 homeowners, 38 percent said their roof repair cost more than the quote (source linked below, updated October 2026)" gives it a figure, a source, and a date. The survey in that sentence is invented for illustration, not a real study. In the GEO benchmark, adding citations, quotations, and statistics raised visibility in generated answers by up to about 40 percent, so this is the change with the best published support. Use real figures only, and link the source.
Example 5: a comparison table
| Option | Best for | Typical cost range | Main limit |
|---|---|---|---|
| Tank water heater | Lower upfront cost | $1,200 to $2,000 | Shorter life, larger footprint |
| Tankless water heater | Higher efficiency, smaller space | $2,000 to $2,800 | Higher install cost |
Tables give engines labeled facts to extract. The figures here are illustrative, so use real local prices.
Example 6: a robots.txt that welcomes search crawlers
User-agent: OAI-SearchBot
Allow: /
User-agent: Claude-SearchBot
Allow: /
User-agent: PerplexityBot
Allow: /
User-agent: Googlebot
Allow: /OpenAI says sites that opt out of OAI-SearchBot are not shown in ChatGPT search answers. Anthropic says blocking Claude-SearchBot may reduce visibility in Claude search. Perplexity says PerplexityBot supports search results.
Example 7: what outside corroboration looks like
A business with consistent name, address, and hours across its site, Google Business Profile, and directory listings, plus recent reviews that mention its services by name, gives an engine several sources that agree. Studies of citation sources find review sites, community threads, and reference pages among the most cited. A business with one site and nothing else is easier to leave out.
How to apply this
Rewrite your five most important pages first. For each one, write the answer to the page's main question in the first 40 to 60 words, add a source and a date, add three or four question headings with short answers, and update the page when facts change. Then check your results with the method in how to measure answer engine optimization, and review the answer engine optimization checklist. To see how AI describes your business now, run our free answer engine optimization check.
Questions people ask
What does answer engine optimization look like in practice?
Pages that state the direct answer in the opening lines, use question headings, give specific numbers with sources and dates, and are backed by consistent reviews and listings elsewhere.
Are the figures in these examples real?
No. They are illustrative. Use your own real prices, times, and sources.
Which change helps most?
In the GEO benchmark, adding citations, quotations, and statistics raised visibility by up to about 40 percent. Put the answer first as well.
Do I need to rewrite my whole site?
No. Start with your five most valuable pages.
Sources
- HubSpot: Show up in AI search with answer engine optimization
- Aggarwal et al.: GEO: Generative Engine Optimization (arXiv 2311.09735)
- OpenAI: Overview of OpenAI crawlers
- Scalableloops: AI crawlers in robots.txt
- Anagram: AI crawler user agent list 2026
- Quattr: AirOps position finding and Ahrefs schema test