Local SEO and AI Marketing Glossary for Local Service Businesses (2026)

Your Google Business Profile (GBP) is the free listing that powers much of what customers see on Google Search and Maps. Google qualifies a business if it either has a physical location that customers can visit, or travels to customers where they are. Google also recommends keeping Business Profile data current as part of its guidance on AI search.

The rules below are stated by Google. The suspension triggers at the end come from Google's help-community pages, which are secondary to the official guidelines, but they match what owners report.

Google's July 10, 2026 generative-AI optimization guide frames the whole topic: from Google Search's perspective, optimizing for generative AI search is optimizing for the search experience, and thus still SEO. That treats GEO and AEO as SEO under other names. The guide adds that you do not need new machine-readable files, AI text files, markup or Markdown to appear in Google Search (which covers llms.txt), that structured data is not required for generative AI search and there is no special schema.org markup to add, and that there is no requirement to break your content into tiny pieces for AI to better understand it.

Google's AI features page (last updated December 10, 2025) says there are no additional requirements to appear in AI Overviews or AI Mode, nor other special optimizations necessary. A page must be indexed and eligible to show with a snippet. Google's May 2025 post on succeeding in AI search lists unique content, page experience, multimodal content and keeping Business Profile listings updated; that wording is taken from search-result snippets of the post.

On the data side, AI visibility for local businesses is still small compared with traditional local results, and the studies available have limits. SOCi's 2026 Local Visibility Index (released January 28, 2026) covered 350,000+ locations across 2,751 multi-location brands. ChatGPT recommended 1.2% of locations, versus a 35.9% Google 3-Pack appearance rate. Summaries of the same report give Gemini 11.0% and Perplexity 7.4%. The locations ChatGPT recommended averaged 4.3 stars. The sample is multi-location brands, not independent service businesses.

Whitespark's study (dated May 12, 2025, now more than a year old) looked at 540 queries in Houston, Phoenix and Denver across six industries: plumbers, personal-injury lawyers, dentists, optometrists, medical clinics and real estate agents. AI Overviews appeared on 68% of queries on average. The page cites a roughly 34.5% click-through reduction when an AI Overview appears; the origin of that figure was not traced, so treat it with caution.

Whitespark's ranking-factors report adds an AI visibility category. Its top factors are presence on expert-curated 'best of' lists (179 points), dedicated service pages (170) and prominence on industry domains (167). Owner awareness is low: Scorpion found 80% of businesses are unsure about appearing in AI search.

No independent, representative US survey of what small service businesses actually pay for local SEO was found. The ranges below come from vendor pages, none of which discloses its full methodology, so use them to sanity-check a quote rather than as market proof.

SEO.com (updated September 14, 2026) lists retainers of $501-$3,000 per month, projects of $500-$5,000, hourly rates of $75-$100 and an in-house specialist from about $40,000 per year. WebFX lists retainers of $500-$3,000 per month, projects of $500-$5,000 and hourly rates of $75-$200+, with its own package starting at $575 per month. The two pages differ on hourly rates and are WebFX-affiliated. WebFX cites a survey of 250 US-based marketing and sales professionals: 43% of firms with 1-10 employees and 45% of firms with 11-50 employees report spending $100-$500 per month, and 1%-10% of marketing budget goes to local SEO. Two other agency pages, seen only in search snippets, give $300-$800 per month for basic plans and $1,000-$2,500 for growth plans.

For phones, third-party pricing articles (seen in snippets, not verified on vendors' own pages) put Ruby at about $235-$250 per month for 50 live minutes and Smith.ai at about $292.50-$300 per month, and say high-volume human services can exceed $2,000-$4,000 per month. The phone matters because Scorpion found 56% of homeowners want 24/7 scheduling or after-hours contact and 66% of businesses call after-hours service their top challenge. It also found 67% of businesses can't tie marketing spend to revenue.

Several glossaries rank for this topic. They are useful for definitions but each leaves gaps for a US owner of a local service business. None of the ones reviewed cites sourced statistics, and the order below is the order returned by the search tool, not a verified rank.

Gaps across the pages reviewed: no Google quotes on AEO/GEO, llms.txt or schema for AI; no review-policy terms such as incentivized reviews and review gating; no lead and cost terms for a US owner (CPL, Google Verified badge, the LSA-to-Performance-Max transition); no entry for Search Console's Generative AI performance report; no US cost ranges; and nothing on missed-call or after-hours handling. WebFX covers service-area terms but no AI terms, while the AI-heavy pages say little about service-area limits.