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What AI Systems Look For When Recommending a Contractor

The signals that make a construction company easy to recommend, ordered by how much difference they tend to make in practice.

What AI Systems Look For When Recommending a Contractor

Social AlignmentAI Search3 min read

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The short answer

Clarity, corroboration and consistency, in that order. All three matter more than how many pages you have published.

Clarity

Can the system state your trade, your typical scope, your service area and your credentials from your own pages, without guessing? If it has to infer, it will often infer someone else instead.

Clarity is not the same as brevity. A long page can be perfectly clear and a short one hopelessly vague. The test is whether the facts are stated rather than implied.

Corroboration

Do independent sources describe you the same way? This is where most of the citation weight sits and where almost nobody has done any work.

  • Google Business Profile, complete and matching your website[1]
  • State licensing board record, current and correctly categorised
  • The two or three trade directories that matter in your discipline
  • A LinkedIn company page that reflects the business you run today
  • Supplier, manufacturer or association pages that list you

Consistency

Name, address, phone, services, service area and positioning matching everywhere. A contradiction is worse than an omission, because it makes you a risky thing for a machine to assert.

Verifiable proof

Reviews with actual sentences in them. Licence numbers a machine can match to a public record. Project detail with places and dates. Adjectives are not proof and are treated as noise.

Freshness, and why it is last

Recently updated accurate information beats a large archive of stale pages. But publishing weekly does not buy visibility, and removing three wrong facts usually outperforms three months of new posts.

Most contractors think they have a content problem. Almost all of them have a contradiction problem.Jonathan Sterritt

Where contractors specifically lose points

Some of these signals fail in ways particular to construction, and they are worth naming because they are not obvious from generic marketing advice.

  • Scope stated as a category rather than a job. Residential construction tells a machine almost nothing. Ground-up custom homes and whole-home remodels tells it what to match against.
  • Service area inherited from a truck radius. If you stopped taking work in a city two years ago and it is still listed, that is a claim that will be checked against your reviews and fail.
  • Licence displayed as an image. A licence number in a photograph of a card is not text. It cannot be read, matched or verified.
  • Project galleries with no captions. Twenty photographs with no location, scope or year attached carry almost no signal. Twenty with captions carry twenty facts.
  • Subcontractor work presented as your own. It creates contradictions with the sources that describe the actual contractor, and those contradictions surface.

None of these are penalties. They are missed opportunities to be matched to a specific question, which in practice amounts to the same thing.

Questions builders actually ask

How many reviews do I need?

There is no threshold. Substance matters more than count: a review naming the trade, the neighbourhood and the outcome is worth more than ten saying great job.

Does my licence number matter?

Yes, more than most contractors expect. It is one of very few claims about you that a machine can verify against an independent public record.

Should I add every directory I can find?

No. Two or three that matter in your trade, kept accurate, beat twenty stale listings that will eventually contradict you.

Sources

Every claim above that could be checked links to the primary documentation rather than to another agency blog. That is the standard we hold client content to as well.

  1. [1] Google Business Profile Help: Edit your business information

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