An AEO Audit a Small Business Can Run in a Week

An AEO audit a small business can run in a week is a citation baseline, not a HubSpot glossary. Pick ten questions a customer would ask ChatGPT or Perplexity. Record which URL, if any, gets named. Then fix extractable first sentences, distinct queries per URL, valid FAQPage, IndexNow, and crawler access. I run this from Shrewsbury, Massachusetts, on this domain: 147 posts produced 13 cited URLs in a 29 Aug 2026 Bing AI Performance export.

I am Amelia S. Gagne, CEO of Kief Studio. How engines pick sources is already written. This URL is the method. Start with how ChatGPT and Perplexity decide sources to cite.

How to run an AEO audit in a week

Day 1 to 2: questions, not keywords. Write ten prompts a buyer would type. "How do we get cited" is a different query from "what is AEO." Ask ChatGPT (search on), Perplexity, and Google's AI Overview. Screenshot who is named. If your domain is absent, that query is a gap or a collision with a sibling page.

Day 3: one URL, one query. Map each live slug to a distinct question. If two posts fight for the same sentence, engines pick one. That is why this site's citation-mechanics cluster was split. See how to get a small business cited by ChatGPT.

Day 4: first fifty words. The answer plus one number. FAQ first sentences 20 to 40 words. No preamble. Featured snippet shape is the same habit.

Days 5 to 7: machines and honesty

Day 5: schema that matches the page. Article, Person, FAQPage only where the FAQ is visible. Structured data labels. It does not invent citations. Keep job titles current. Do not publish expired roles as present tense.

Day 6: index and bots. Confirm the URL is in the sitemap. Ping IndexNow from a machine that can reach the API. Confirm GPTBot, PerplexityBot, ClaudeBot, Bingbot are allowed. A subscribe wall is a citation wall.

Day 7: outbound and entity. Three links to .gov, standards, or named research. Named author. Same name on entity SEO as on LinkedIn. For a Massachusetts operator, put the city where it is true (we are in Shrewsbury). Do not fake local pages for towns you do not serve.

What not to do

Do not add more FAQ schema to pages that already lose the query. Do not measure success as total citations on your winner. Measure cited URL count. Bing's export for this domain on 29 Aug 2026: 13 URLs, 448 page-attributed citations, top three at 66 percent. The work is spreading winners, not fattening one.

kief.studio is the parent. LTFI is the hired department if you want this run for you. The method still fits a week of owner time.

A worksheet you can copy

Ten rows. Columns: prompt, engine, cited domain, your slug that should own it, first-sentence draft, schema yes/no, in Bing yes/no. Fill it once. The empty "cited domain" cells are the week. Do not start a new blog category until those ten have owners. Psychology essays wait. Decision questions with numbers go first. That is the same sequence as this site's August 2026 citation map.

Related reading

• How ChatGPT and Perplexity decide sources to cite
• How to get a small business cited by ChatGPT
• Why more content loses in AEO
• Structured data is the SEO advantage nobody uses
• E-E-A-T is not a checklist

Frequently Asked Questions

What is an AEO audit for a small business?

A one-week pass: ten real questions, who gets cited, one URL per query, extractable first sentences, valid schema, IndexNow, open crawlers. It is not a glossary of "what is AEO."

Do I need a Massachusetts address for this to work?

Only if you are actually local. State the city you operate from. Fake service-area pages do not help citation.

How do I know the audit worked?

Re-run the ten prompts in 30 days. Count distinct URLs of yours that appear. Also re-export Bing AI Page Stats if you have Webmaster access.

Can one long article pass the audit?

One article can own one query. Ten queries need ten extractable pages or ten sections that engines can retrieve as separate passages. Collision is how you stay at 13 cited URLs.