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PUSHBUTTON RECOMMEND
The gap

Why does an AI recommend one business over another?

The short answer

It is not a ranking and it cannot be bought. A model assembles the answer from whatever it can read about businesses in that area and treat as trustworthy — mostly directories, aggregators and review platforms. Where a business has published a structured, verifiable record of its own, that record is a stronger source than a directory entry, and it gets used.

Paid placementDoes not exist
Typical sources todayDirectories and aggregators
What it weighsSpecific, attributable, consistent
THE QUESTIONBEST HVAC COMPANY NEAR MEASSISTANTANOTHER PRACTICESOMEONE ELSEYOU?ONE ANSWER · NO PAGE TWO
The open question, answered from whatever it can read
01 · Why

Why it matters

Not a ranking, not an auction — and for most businesses, not you.

The uncomfortable version

Right now, for most local businesses, the model is guessing. Not randomly — it is drawing on real sources — but it is assembling a recommendation about your business out of pages you did not write, from data you did not check, with no way to ask you directly.

We can show you what that looks like. Ask a model about one of the businesses we work with by name and it answers accurately and warmly. Look at where it sourced that answer, though, and it is citing Top Rated Local, HomeAdvisor and the Better Business Bureau. Directories. Not the business's own record — because for most businesses there isn't one it can read.

Right now, for most local businesses, the model is guessing.

SOURCES TODAYTOP RATED LOCALHOMEADVISORBBB LISTINGWHATEVER IT SCRAPEDA RECORD YOU OWNEVERY REVIEW, DATEDANALYSED PER SERVICEQUERYABLE DIRECTLYCURRENT, NOT STALE
What it reads now, and what it could read

Paid placement does not exist here

This is the part that catches advertising-heavy trades off guard. There is no sponsored slot inside an AI answer. No budget buys a mention, no agency has a relationship that places you there, and the auction that has protected some businesses for twenty years buys precisely nothing in that conversation.

For a trade paying two hundred dollars a click, that is either alarming or the best news in a decade, depending on whether there is anything of yours for the model to read.

02 · What

What it actually is

What a model will actually treat as trustworthy.

What a model treats as trustworthy

Broadly: sources that are specific, structured, consistent with each other, and attributable. A page that says "we are the best plumber in town" is worthless to it. Two hundred dated, attributed customer reviews that independently mention the same technician by name and the same problem being solved are not.

This is why review data is unusually well suited to the job. It is high volume, written by third parties, timestamped, and impossible to fake at scale in a way that stays consistent.

DISCOUNTEDWE ARE THE BEST IN TOWNAWARD BADGESUNATTRIBUTED QUOTESMARKETING PROSEWEIGHEDDATED AND ATTRIBUTEDHIGH VOLUMEINDEPENDENTLY CONSISTENTSPECIFIC AND CHECKABLE
What it discounts, and what it weighs
03 · How

How it works

Three layers, and most businesses have none of them.

Making yourself readable

There are three practical layers, and most businesses have none of them.

The first is structured data — your services, your location, your hours, your aggregate rating and your individual reviews marked up in schema.org types specific to your trade, so a machine reads facts instead of parsing prose.

The second is a queryable endpoint — an MCP server and an ai-plugin manifest, so an assistant can ask your record a question directly rather than hoping it scraped the right page.

The third is being in the indexes — submitted, crawled and retrievable, because a record nothing can find is a record that does not exist.

ONE RECORDSTRUCTURED DATATYPED SCHEMA FOR YOUR TRADE01A QUERYABLE ENDPOINTMCP — ASK IT, DON'T SCRAPE IT02IN THE INDEXESSUBMITTED, CRAWLED, RETRIEVABLE03
The three layers of being readable
04 · Questions

Common follow-ups

Can I pay to be recommended?

No, and be suspicious of anyone who says otherwise. There is no sponsored placement inside an AI answer today. What you can do is be the best-documented answer to the question.

What if the AI says something wrong about my business?

That is the most common version of this problem, and it comes from the model working off stale directory data. A current, structured record that it can read directly is the fix.

Does this work the same on every model?

No, and our own measurement shows the spread clearly. Being asked about by name, Claude named the business in every probe, ChatGPT and Gemini in roughly seven of ten. Open discovery questions are much harder across all three.

Start where AI starts

Try it for 14 days. If it isn't what we said, we refund your first month in full and take the site down.