AI Workflow Design

Local Directory or Direct Provider? Build the Right Google Data Workflow

Identify the business role before commissioning a feed

A directory and a direct service provider should not start with the same Google integration brief. A directory helps people compare multiple businesses. A direct provider sells its own service. Establish that distinction before buying a feed integration or asking a developer to add markup.

On 18 September, Google updated its aggregator and supplier documentation to include local-business queries. These features concern users in the European Economic Area. A Portuguese address alone does not establish eligibility for every search feature or query.

Use the feature's own participation requirements

Google describes the aggregator unit as a feature for eligible vertical search services, including directories. The documentation sets out an expression-of-interest process, relevant content, data provision, and quality requirements. It links local-business queries to the Local Point of Interest integration documentation.

For the supplier unit, Google identifies direct providers and says no additional data beyond accessible web content is required, although feeds may enhance results. The supplier unit appears alongside an aggregator unit. These are specific feature rules, not a universal instruction to build a feed for every local business.

Give the data a stable source

For a directory considering participation, inventory the records it actually controls. Each listing needs a stable identifier and a documented source. Decide how the team distinguishes a business, a branch, and a service offered at that branch. A name change should not create an unrelated duplicate if it is still the same entity.

The following is an internal quality checklist, not a substitute for Google's current feed specification. Use the official schema for required fields and formats. Keep your own ownership, approval, and correction records alongside it so the integration remains maintainable.

Internal checkFailure to prevent
Stable business and branch identifiersDuplicates or accidental merging of separate locations
Source and verification dateOld information presented as recently checked
Landing-page agreementThe feed and public listing describing different offers
Closure and correction statusRemoved businesses returning in the next export

Separate formatting checks from business truth

A validator can detect missing fields and invalid types. It cannot establish that a business is still open or that a photograph belongs to the correct branch. Build separate review steps for data shape and factual accuracy. Quarantine uncertain records rather than filling gaps with generated guesses.

AI can help flag suspicious duplicates or inconsistent descriptions. A proposed match should include its evidence and confidence, then go to a reviewer when the consequences matter. Do not let an automatic similarity score merge two businesses simply because their names look alike.

Design the correction loop before the first submission

In a fictional directory of repair services, an owner reports that a branch closed. The team updates its source record, removes the public listing where appropriate, records the effective date, and ensures the next export reflects the change. A stale spreadsheet should not reintroduce that branch during a later batch.

Use a versioned export and retain submission results. Distinguish a rejected file, a rejected record, and a valid submission with no observed search appearance. Those outcomes require different actions. Monitor meaningful failures and route them to the person who can correct the source.

Scope the smallest worthwhile integration

Start with the eligibility map, then decide whether the directory has the data quality and maintenance capacity to proceed. An integration that nobody owns after launch creates a recurring problem.

JQ's workflow integration service can map the source data, validation, and human correction steps before implementation. The useful deliverable is a dependable information process, with search appearance treated as an outcome to observe.

Sources and editorial review

Sources reviewed on 21 September 2026. The practical workflows and illustrative examples are JQ AI SYSTEMS analysis unless explicitly attributed.

Common questions

Does a direct service provider need an aggregator feed?
Google’s supplier documentation says additional data beyond what can be crawled is not required for that feature, although feeds may enhance results. Aggregator participation has separate requirements.
Will submitting local-business data guarantee appearance?
No. Participation requirements, data acceptance, and appearance for a query are different questions. Do not promise a placement from a successful upload.
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