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# Why AI search misses good local businesses.

AI search can miss a strong local business when public facts conflict, profiles are incomplete, pages are hard to crawl, or independent sources do not clearly confirm what the business does and where it operates. No checklist guarantees inclusion.

## Six common signal breaks

1. **Conflicting business facts.** Names, phone numbers, hours, or categories disagree across public pages.
2. **Incomplete local profile.** Missing categories, services, hours, photos, or updates reduce clarity.
3. **Vague service pages.** The site never clearly states each service and service area.
4. **Crawl or index blocks.** Robots rules, noindex tags, logins, or broken links hide pages.
5. **Missing matching schema.** Structured data is absent, invalid, or contradicts visible copy.
6. **Weak outside corroboration.** Reviews and reputable links or mentions do not reinforce the facts.

## Fix them in this order

1. Write one approved facts sheet covering your name, phone and location plus current hours and services.
2. Make the Google Business Profile and major listings match that sheet.
3. Give every core service a clear, crawlable page with a service area.
4. Remove accidental robots or noindex rules, login walls, broken sitemaps and weak internal links.
5. Add valid schema for LocalBusiness and Service content, plus matching FAQ markup.
6. Keep public facts current alongside reviews, replies and credible mentions.

## What the free AI-Readiness Score can tell you

- Separate automated website checks from self-assessed operations answers.
- Show the score before any optional email request.
- Point to the next practical fix.

Self-assessed and advisory. The score appears before one optional email unlocks the itemized fix list.

## What it cannot tell you

- Query every AI or local-search result in real time.
- Guarantee ranking, citation, recommendation, traffic, or revenue.
- Remove distance, query context, or provider differences.

## Common questions

### Can structured data guarantee AI visibility?

No. Valid schema can clarify page meaning, but Google explicitly says structured data does not guarantee a rich result.

### Do I need a new website?

Not always. First reconcile public facts with the local profile. Then verify crawl access and core service pages. Rebuild only when the current site cannot express them clearly.

### Why can local results differ by person?

Google names relevance, distance, and prominence as local factors. Location, wording, freshness, and the provider can change the answer.

### What should I fix first?

Start with one approved facts sheet, then make the local profile and website match it. Conflicting identity data weakens every later signal.

## Official sources

- [Google Business Profile: tips to improve local ranking](https://support.google.com/business/answer/7091)
- [Google Search Central: LocalBusiness structured data](https://developers.google.com/search/docs/appearance/structured-data/local-business)
- [Google Search Central: block indexing with noindex](https://developers.google.com/search/docs/crawling-indexing/block-indexing)
- [Google Search Central: Google crawlers and fetchers](https://developers.google.com/search/docs/crawling-indexing/overview-google-crawlers)
- [Schema.org: LocalBusiness](https://schema.org/LocalBusiness)

Google documents the local-search baseline. AI assistants and queries can use different sources.

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Free AI-Readiness Score: https://www.relaylaunch.com/scan/