A
Answer Engine Optimization (AEO)
Optimizing content to be cited by AI answer engines (ChatGPT, Perplexity, Google AI Overviews, Gemini) rather than just ranked in traditional blue-link results.
AEO is the discipline of structuring content so AI-powered answer engines can extract, attribute, and cite your business as the authoritative source. Unlike SEO, which competes for clicks on a search results page, AEO competes for the citation slot inside an AI-generated answer. Modern AEO requires concise topic-defining sentences, deep entity coverage, structured data, llms.txt support, and high entity authority.
AI Overviews (AI Overviews)
Google’s generative AI snippet shown at the top of search results, powered by Gemini.
AI Overviews replaced “Search Generative Experience” (SGE) and went live in May 2024. By mid-2026, Google reports AI Overviews appear on ~42% of all queries. Citation in an AI Overview can drive 3-7x the traffic of a standard SERP listing, but appearance is volatile and not directly purchasable. Structured data and entity authority drive inclusion.
Anchor Text (Anchor Text)
The visible, clickable text in a hyperlink, used by search engines as a relevance signal.
Anchor text helps both users and crawlers understand the topic of the linked page. Exact-match anchors (“dental SEO”) send the strongest signal but, when over-used externally, can trigger spam penalties. Branded (“Frostbite Marketing”), partial-match (“our SEO services”), and generic (“learn more”) anchors form a natural backlink profile.
Application Programming Interface (API)
A defined contract that lets two software systems exchange data — used in marketing for CRM, analytics, and AI integrations.
In modern marketing stacks, APIs connect a website to a CRM (HubSpot, Salesforce), an AI receptionist (Vapi, Bland), a review platform, an ad platform, and an analytics tool. Webhook-driven pipelines have replaced manual exports.
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Backlink (Backlink)
An external website link pointing to your domain — historically the #1 SEO ranking signal.
Backlink quality (domain authority, topical relevance, link placement, anchor text) matters more than raw count. As of 2026, links from high-authority entity sources still drive ranking, but their AEO value is even higher: AI answer engines rely heavily on link-graph signals to determine which entities to cite.
Bounce Rate (Bounce Rate)
The percentage of single-page sessions on a website.
Bounce rate is no longer a direct Google ranking factor (and was officially deprecated in GA4 in favor of engagement rate), but high bounce often signals poor intent match, slow page speed, or weak content. For local-intent landing pages, bounce under 50% is healthy.
C
Citation (Citation)
A mention of your business name, address, and phone (NAP) on a third-party site — and, increasingly, a citation by an AI answer engine.
Local SEO citations live on directories (Yelp, Bing Places, Apple Maps, Foursquare). AI citations are the new battleground: when ChatGPT or Perplexity says “according to Frostbite Marketing…”, that’s an AI citation. AI citations correlate with entity authority more than backlink count.
Conversion Rate Optimization (CRO)
The systematic process of improving the percentage of visitors who complete a goal action (lead form, call, purchase).
CRO combines behavioral analytics, A/B testing, friction analysis, and message-market fit. For SMB lead gen, the highest-leverage CRO moves are above-the-fold value clarity, frictionless form design, mobile-first speed, and trust signals (reviews, awards, named clients).
Click-Through Rate (CTR)
The percentage of impressions that result in a click — a key SEO and PPC quality signal.
On Google, CTR varies wildly by position: position 1 averages 28-32%, position 5 averages 6-7%, position 10 averages 2-3%. AI Overviews have crushed organic CTR by ~30% on queries where they appear. PPC ads with high CTR earn lower CPCs through better Quality Score.
D
Domain Authority (Domain Authority)
A third-party score (1-100, Moz) predicting a site’s ability to rank — not a Google metric, but useful as a proxy.
DA is calculated from backlink count, link quality, and root domain diversity. SMB sites typically range DA 10-30; established local businesses 30-50; major brands 60+. Use DA to evaluate prospective backlink targets, not to set rank goals.
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Entity (Entity)
A uniquely identifiable thing (business, person, product, concept) recognized by Google’s Knowledge Graph and AI answer engines.
In 2026, entity-based search has largely replaced keyword-based search. Google and AI engines understand your business as an entity with relationships to your services, locations, industry, and reviews. Building entity authority (via schema markup, citations, and topical content) is the foundation of modern SEO and AEO.
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Featured Snippet (Featured Snippet)
A boxed answer at the top of Google’s organic results, extracted from a ranking page.
Featured snippets (“position zero”) were the precursor to AI Overviews. They’re won by directly answering a question in 40-60 words near the top of a well-ranking page. Snippets are still common on definition, list, and how-to queries.
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Google Analytics 4 (GA4)
Google’s event-based analytics platform that replaced Universal Analytics in July 2023.
GA4 tracks user behavior as events rather than pageviews + sessions, with native cross-device and cross-platform support. Setup requires explicit conversion configuration; nothing tracks automatically beyond default enhanced events. Pair with Google Tag Manager for clean implementation.
Generative Engine Optimization (GEO)
Optimizing content for the generative-AI layer of search — overlaps with AEO but emphasizes content structure, source diversity, and entity-first writing.
GEO and AEO are often used interchangeably, but GEO emphasizes how generative engines synthesize multiple sources, while AEO emphasizes single-source citation. Both require: clear topic-defining sentences, deep entity coverage, structured data, llms.txt directives, and authority signals from many high-quality references.
H
Hreflang (Hreflang)
An HTML attribute telling search engines which language and region a page targets.
Critical for multi-country sites. Common syntax: ``. Misconfiguration causes the wrong-region page to rank or duplicate-content issues. Standalone US-only sites don’t need hreflang.
Related: Canonical · International SEO
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Search Intent (Intent)
The underlying goal behind a search query — informational, navigational, commercial, or transactional.
Matching intent is the single biggest ranking factor in 2026. A page targeting “best plumber Tampa” must satisfy commercial intent (compare options) — an info-style guide will lose to a comparison-style page every time. Read the current SERP before you write.
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Keyword (Keyword)
A word or phrase users type into search engines — the foundation unit of search marketing.
In 2026, keywords matter less than topics + intent + entities, but they’re still the input for keyword research, content planning, and PPC bidding. Tools: Google Keyword Planner, Ahrefs, Semrush, Google Search Console.
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Landing Page (Landing Page)
A standalone page designed for a single campaign or conversion goal.
Landing pages differ from regular site pages: minimal nav, one CTA, high message-to-source match, scarcity/social-proof signals, and aggressive A/B testing. Used for PPC, social ads, and email campaigns where pre-click context is high.
Local SEO (Local SEO)
The discipline of ranking in geographic-intent queries and the Google Map Pack.
Local SEO depends on three signals: relevance (Google Business Profile + content), distance (location proximity to searcher), and prominence (reviews + citations + entity authority). Top-3 Map Pack placement typically drives 4-7x the calls of position 1 organic.
llms.txt (llms.txt)
A proposed standard file that tells AI crawlers which content on your site they may train on or cite.
Similar to robots.txt but for LLMs. Adoption is growing through 2026. Hosted at /llms.txt and /llms-full.txt at the root of your site. AEO best-practice: include llms.txt with full crawl permissions and a structured site outline.
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Meta Description (Meta Description)
A 140-160 character HTML attribute summarizing a page — shown in some SERP snippets.
Not a direct ranking factor, but high-CTR meta descriptions earn more clicks. Google rewrites about 60% of meta descriptions on the fly, so write yours as a strong default. Front-load primary keyword, end with a clear value prop.
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NAP (Name, Address, Phone) (NAP)
The trio of business identifiers that must match exactly across every directory, listing, and citation.
NAP consistency is a top-3 Local SEO signal. A single mismatched address — “Suite 101” vs “Ste. 101” — can split entity authority across two Google records. Use a listings tool (Yext, BrightLocal, Vendasta Listing Builder) to sync at scale.
O
Organic Traffic (Organic Traffic)
Visitors who reach your site through unpaid search results.
Organic traffic is highly attributable to SEO investment and historically the highest-converting channel for SMBs. AI Overviews have created a “zero-click” headwind: queries that used to drive clicks now resolve in the answer. Mitigation: target longer-tail commercial-intent queries that AI Overviews don’t fully answer.
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Page Speed (Page Speed)
How quickly a page loads and becomes interactive — measured in Core Web Vitals (LCP, INP, CLS).
Google’s Core Web Vitals are a direct ranking factor in 2026. Targets: LCP under 2.5s, INP under 200ms, CLS under 0.1. Tools: PageSpeed Insights, Lighthouse, Chrome UX Report. Image optimization, lazy loading, and server response are the highest-leverage fixes.
Pay-Per-Click (PPC)
Advertising where the advertiser pays only when a user clicks the ad — Google Ads, Microsoft Ads, Meta Ads.
PPC drives the fastest traffic for new sites or competitive niches. Quality Score (relevance × landing page × CTR) lowers CPCs. For local SMBs, expect to spend $1,000-$10,000/mo on PPC depending on niche; legal and home services run highest CPCs ($15-$80+).
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Query (Query)
The full search phrase a user types — distinct from a “keyword,” which is a tracked target.
Modern search reporting (Google Search Console, GA4) groups queries by intent and topic, not strict keyword. Long-tail queries (4+ words) make up ~70% of all search volume in 2026 and are the easiest target for emerging sites.
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Reputation Management (Reputation Management)
The practice of monitoring, responding to, and growing online reviews and brand mentions.
Reviews drive ~17% of local pack rankings (per Whitespark 2025 survey) and ~80% of consumer purchase decisions. Best practice: automated review requests after every job, response to 100% of reviews within 24h, and quarterly review-source audit (Google, Yelp, BBB, industry-specific sites).
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Schema (Structured Data) (Schema)
Standardized JSON-LD markup that tells search engines what a page is about — LocalBusiness, FAQPage, Product, Article, etc.
Schema is mandatory for AEO/GEO in 2026. Critical types for SMBs: LocalBusiness (or its subtype like Plumber, Restaurant), FAQPage, Service, Review, AggregateRating, BreadcrumbList. Test with Google’s Rich Results Test before deploy.
Search Engine Optimization (SEO)
The discipline of earning visibility in unpaid search results.
In 2026, SEO is a multi-disciplinary effort combining technical site health, on-page topical depth, off-page authority signals (links + citations + reviews), entity building, and AEO/GEO optimization for AI answer engines. The “SEO” label is broader than it was in 2015.
SERP (Search Engine Results Page) (SERP)
The page Google or another engine returns in response to a query.
A modern SERP can include AI Overviews, Map Pack, organic listings, featured snippets, People Also Ask, image results, video carousels, knowledge panel, and shopping listings — typically 4-6 distinct module types per result. Ranking is module-by-module, not position-by-position.
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Title Tag (Title Tag)
The HTML `