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GLOSSARY

Search Marketing FAQ

Concise answers to the most common questions relevant to SEO, GEO, CRO, and PPC. Filter by discipline, platform, and topic. Cortex references its corpus of platform-published best practices to draft each answer, with citations linking back to the source documents.

Showing 433-456 of 1947 questions

What's the difference between AEO, SEO, and GEO?
GEOAmazonChatGPTPerplexityClaudeGeminiCopilotKeyword ResearchAI Overviews & Citations
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SEO optimizes for search engines (Google, Bing, Amazon, Yahoo, Brave, DuckDuckGo). GEO optimizes for AI answer engines (ChatGPT, Claude, Perplexity, Gemini, Copilot). AEO is the umbrella program that runs both in parallel against a single keyword strategy - the same buyer searches the same intent, and AEO ensures you appear regardless of which surface they choose.

in AEO Program

Why run SEO and GEO together instead of separately?
GEOKeyword ResearchStructured Data / SchemaAI Overviews & Citations
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Roughly 70% of the underlying work overlaps - keyword research, content rebuild, schema, technical health, third-party authority. Running them as a combined AEO program eliminates duplicate spend on shared deliverables and produces compounding results because authority signals (editorial mentions, structured content) feed both surfaces. Separate engagements pay twice for the same work.

in AEO Program

Will AEO replace traditional SEO?
GEOGoogleAI Overviews & Citations
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No. AEO contains traditional SEO. Search engines still drive the majority of high-intent commercial traffic and they're not going away - Google alone processes over 8.5 billion queries a day. AI channels are a fast-growing additional surface. AEO covers both because buyers use both.

in AEO Program

How do you decide which platforms to prioritize inside an AEO engagement?
GEOGoogleChatGPTAI Overviews & Citations
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Buyer behavior, not platform popularity. We start with your conversion data and the queries your existing customers used. If your buyers convert from organic Google and ChatGPT but never from Bing, the engagement weights Google + ChatGPT signals. Each platform has its own quickfact card on its dedicated page that shows the audience-fit logic.

in AEO Program

How is AEO measured if half the impressions happen inside an AI chat?
GEOGoogleBingChatGPTPerplexityClaudeGeminiCopilotAnalytics & TrackingAI Overviews & CitationsAttribution & Measurement
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Three layers. Search-engine layer: rankings, clicks, branded queries via Google Search Console + Bing Webmaster. AI-channel layer: citation tracking across ChatGPT, Claude, Perplexity, Gemini, and Copilot - we monitor how often your domain is named, in what context, and against which competitors. Bottom-line layer: assisted conversions and post-visit attribution stitched in your analytics.

in AEO Program

What changes about content writing under AEO that wasn't true under classic SEO?
GEOStructured Data / SchemaAI Overviews & Citations
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Three structural changes: direct-answer leads (the answer in the first 100 words, not buried), explicit Q&A formatting with FAQPage schema, and primary-source claims (your own data, your own benchmarks) instead of synthesized roundups. AI rerankers extract from clean structure first; LLMs cite primary sources first.

in AEO Program

Do AI-generated articles hurt my AEO performance?
GEOAI Overviews & Citations
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They hurt it if they read like AI-generated articles - generic, undifferentiated, unsourced. They don't hurt it if a human used AI as a drafting tool and added primary-source data, expert editorial review, and unique perspective. Google's spam policies and OpenAI's reranker both penalize the same thing: low-effort, derivative content. The format isn't the issue; the substance is.

in AEO Program

How does E-E-A-T factor into AEO?
GEOGoogleAI Overviews & CitationsE-E-A-T / Trust Signals
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E-E-A-T (Experience, Expertise, Authoritativeness, Trustworthiness) is Google's quality framework, but the same signals matter for AI channels. Author bios with credentials, original research, transparent sourcing, and consistent editorial voice all increase both Google rankings and LLM citation odds. We treat E-E-A-T as a foundational AEO discipline, not a Google-specific task.

in AEO Program

What is an AI Overview and how do I appear in one?
GEOGoogleStructured Data / SchemaAI Overviews & Citations
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Google AI Overviews are the AI-generated summaries that appear above the classic blue links for many informational queries. To appear in one you need to (a) rank in the top 10 organic results for the underlying query, (b) have content structured for extraction (clear headings, direct answers, schema), and (c) have authoritative citations. AEO targets all three.

in AEO Program

Will AEO work for a local service business?
GEOGoogleChatGPTPerplexityGeminiStructured Data / SchemaAI Overviews & CitationsLocal Search
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Yes - local AEO is a defined sub-discipline. It combines local SEO (Google Business Profile, citation consistency, local schema) with local AI presence (ensuring ChatGPT, Perplexity, and Gemini correctly identify your service area, hours, and specialties when asked location-specific questions).

in AEO Program

What's an AI bot and why does my robots.txt matter?
GEOPerplexityClaudeAI Overviews & CitationsCrawl EfficiencyRobots.txt
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AI bots are the crawlers LLMs use to gather training data and live retrieval results - GPTBot (OpenAI), ClaudeBot (Anthropic), PerplexityBot, Google-Extended, Bingbot's chat crawler, and others. If your robots.txt blocks them, you can't be cited. We audit and configure crawler permissions on day one.

in AEO Program

Should I block AI bots to protect my content?
GEOAI Overviews & CitationsIndexingCrawl EfficiencyRobots.txt
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Almost never, for a marketing site. Blocking AI bots removes you from LLM training and live retrieval - the equivalent of robots-disallowing Googlebot to protect your content from being indexed. The result is invisibility in AI channels, not protected content. Different calculus for paywalled news or proprietary research, but rarely for a commercial service site.

in AEO Program

Can AEO recover a site that lost traffic to AI Overviews?
GEOAI Overviews & Citations
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Often yes. The diagnosis matters: if your traffic dropped because AI Overviews now answer the query without a click, the play is to re-target queries with commercial intent (where users still click through to convert) and to win citations inside the Overview itself. Both are core AEO deliverables.

in AEO Program

Does AEO cover voice search assistants?
GEOGoogleStructured Data / SchemaAI Overviews & CitationsVoice Search
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Yes - Alexa, Siri, and Google Assistant pull from the same retrieval layers we optimize for, plus structured data (HowTo, FAQ, Speakable schema). Voice queries skew long-tail and conversational, which favors well-structured AEO content.

in AEO Program

How is AEO priced?
GEOAI Overviews & Citations
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Same as our other programs: priced by the number of keywords, their difficulty, and the countries you want visibility in. AEO doesn't carry a separate AI premium - because the underlying work feeds both surfaces, you pay once.

in AEO Program

Do you guarantee AEO results?
GEOAI Overviews & CitationsReporting & KPIs
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No agency that respects the work guarantees rankings or citations because no agency controls Google's algorithm or OpenAI's reranker. What we guarantee is process - the deliverables, the cadence, the transparency of reporting - and the month-to-month structure so you can stop if the work isn't moving the metrics.

in AEO Program

What deliverables ship in month one of an AEO engagement?
GEOKeyword ResearchContent StrategyStructured Data / SchemaAI Overviews & CitationsIndexingCrawl Efficiency
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Technical audit (search engines + AI bots), keyword research across both surfaces, content gap analysis, schema implementation plan, baseline rankings, baseline citation tracking, and a 90-day work calendar. Most clients see crawl errors close and indexed pages rise within the first 30 days.

in AEO Program

Can I run AEO without running PPC?
GEOAI Overviews & Citations
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Yes - they're independent programs with different funnels. AEO compounds over months; PPC delivers same-week. Many clients run both because the data feeds back: PPC tells you which keywords convert, and AEO permanently captures those keywords organically.

in AEO Program

What's the difference between on-page and off-page SEO?
SEOGoogleLink BuildingPage Speed / Core Web VitalsStructured Data / SchemaInternal LinkingOn-Page OptimizationBrand Building
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On-page SEO is what we control directly on your site: content, internal linking, schema, technical health, page speed, headings. Off-page SEO is what we earn from the rest of the web: backlinks, brand mentions, citations, editorial coverage. A complete SEO program runs both because Google evaluates both - content quality without authority underperforms, and authority without quality content has nothing to rank.

in SEO Program

What is technical SEO and why is it the first phase?
SEOGooglePage Speed / Core Web VitalsStructured Data / SchemaSitemaps
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Technical SEO covers crawlability, indexability, site speed, Core Web Vitals, mobile responsiveness, structured data, canonical management, redirect health, and sitemap hygiene. It's the first phase because the rest of the program is wasted spend if Google can't crawl, render, or index your pages reliably.

in SEO Program

What are Core Web Vitals and how much do they matter?
SEOPage Speed / Core Web Vitals
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Core Web Vitals are Google's user-experience metrics: Largest Contentful Paint (load speed), Interaction to Next Paint (responsiveness), and Cumulative Layout Shift (visual stability). Targets: LCP under 2.5s, INP under 200ms, CLS under 0.1. They're a confirmed ranking signal and a competitive tiebreaker - sites with passing CWV outrank otherwise-equal sites that fail.

in SEO Program

What's the difference between a backlink and a citation?
SEOLink BuildingLocal Search
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A backlink is a hyperlink from another site to yours, passing authority via PageRank. A citation is a mention of your business - name, address, phone - that may not link, but still counts toward local relevance and brand-entity association. Both matter; backlinks for ranking, citations for local SEO and AI-channel context.

in SEO Program

Does Google penalize duplicate content?
SEOGoogleCanonical TagsPenalties & Recovery
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There's no algorithmic duplicate content penalty, but duplicate content suppresses rankings because Google chooses one version to index and ignores the rest. The fix is canonical management, consolidated URLs, and unique value on each page - not a penalty to fear, but a leak to close.

in SEO Program

What is a site audit and how often should it happen?
SEOContent StrategyLink BuildingStructured Data / SchemaCrawl Efficiency
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A site audit is a full technical and content health check - crawl errors, broken links, redirect chains, missing meta data, schema validation, indexation issues, content gaps, internal-linking depth. We run a full audit at engagement start and a delta audit monthly. Most healthy sites still surface 50-200 fixable issues each cycle.

in SEO Program