Your website
Whether assistants can crawl it, whether it says what you do and where, and whether the service pages exist at all.
Assistants read the site, directly or through search.
ChicagolandSept 2026
The free AI visibility auditFour enginesFour prompts
Free AI visibility audit and AI search optimization for local businesses. Four assistants, four prompts, a dated sixteen cell report in two business days. Not a score. Not a ChatGPT listing. Not a guarantee.
We do not sell placement inside ChatGPT or guarantee AI recommendations. We observe how public AI systems currently answer a fixed set of prompts about your business, and we report what we saw.
Free. A person does the work and emails the report within 2 business days.
The fixed prompt set4 prompts / 4 engines
Filled in with your business name, your city and your main service. A fixed set is what makes one audit comparable to the next.
Tell me about [business name][business name] in [city]best [service] in [city]Who should I hire for [service] in [city]?Run by hand. Recorded with the date asked.
2 business days
By email · No charge · No obligation
What the words mean
Three different things get called the same thing, and the difference decides what is worth paying for.
What gets checked
A business named by Perplexity is regularly absent from ChatGPT, and an answer that looks settled on one is often unsettled on another.
with web search enabled
the default answer model
where one fires for the query
which also feeds Bing answers
Four sources, and four stated relationships between them. Every line drawn below is a sentence printed beside it, which is why there are four lines and not five.
Whether assistants can crawl it, whether it says what you do and where, and whether the service pages exist at all.
Assistants read the site, directly or through search.
Name, address, phone, category and hours. The site and the profile have to agree, or an assistant cannot tell it is one business.
Local questions lean heavily on this record.
What other sites say about you, and how many of them there are compared with the businesses named instead of you.
Assistants prefer businesses other sources already vouch for.
The four named in the list above. None of them keeps a record of your business: each one composes an answer, on the day it is asked, out of the other three sources on this plate.
Each one reads a different mix of the three above before it answers, which is why the four do not agree.
The audit follows this chain in the order drawn, then asks the four questions and records what each assistant answered on the day it was asked.
The fixed prompt set
The same four prompts run for every business, with the business name, city and service slotted in. A fixed set is what makes one audit comparable to another and to a re-run three months later. The examples below are med spa work in Chicagoland, because that is the category this operator knows best.
Tell me about [business name]Filled in: Tell me about [your med spa]Whether the assistant knows the business exists at all.[business name] in [city]Filled in: [your med spa] in HinsdaleWhether it can place the business in the right town without being told.best [service] in [city]Filled in: best med spa for lip filler in NapervilleWhether the business is named when nobody asked for it by name.Who should I hire for [service] in [city]?Filled in: Who should I hire for laser hair removal in Oak Brook?The hiring question, which is the one with money attached.Nothing about the method is specific to med spas. For a plumber in the western suburbs the third prompt reads best emergency plumber in Berwyn, and the grid comes back the same shape. We will not pretend the prompt library is equally deep for every trade, but the sixteen cells are the sixteen cells.
The report
Every result is reported individually, with the date it was asked and what was said. There is no number beside the grid, because a grade we cannot show our work for is not worth having.
Specimen layout. Sample cell states shown to demonstrate the grid, not the result of a real audit.
The sequence
We need those three because we ask the assistants the way a customer would ask, and a customer asks about a service in a place.
Four questions across four assistants. We record what each one answered, whether it named you, and which businesses it named instead.
Within 2 business days, by email. Every result is shown individually, with the date it was asked and what was said.
Cell states
Four states, not two. An assistant that did not answer and an assistant that answered without you are different findings, and only one of them is a problem to fix.
The four causes
A business can be well established, well reviewed and busy, and still not be named. The reasons are usually one of four, and all four are fixable.
The beachhead
This site is run by Jeremy Bengtson of Search Sherpa, a search consultancy that works with med spas in Chicagoland. That is why the examples above are med spa examples: it is the category where we already know which questions customers ask and which competitors keep coming up. A person runs every check personally, so the queue is real and the depth of category knowledge varies by trade.
The audit itself is not restricted to med spas or to Chicagoland. Any local business can request one, and it gets the same sixteen dated cells.
Scope
It is not a submission service. There is no office at OpenAI, Google, Microsoft or Perplexity that accepts a business for inclusion, so nobody can add you to ChatGPT and anyone offering to is selling something that does not exist.
It is also not a score out of 100. We report how many of the sixteen queries named you and show every result, because a grade we cannot show our work for is not worth having. The report does include a public signal readiness checklist, marked pass or fail per bucket, and that is not a score either.
Questions
Audits are run by Jeremy Bengtson of Search Sherpa. A person does the work and signs the report.
No charge, and no obligation to buy anything. If the report shows gaps and you want help closing them, we offer paid work to do that, and you are equally welcome to take the report and act on it yourself.
If the report shows gaps and you want the plan for closing them written out, there is a paid AI Visibility Architecture Audit, $1,500 to $3,500. It is offered only to people who ask. What it contains is described on the method page.