Generative Engine Optimization

Your customers are asking AI.
Are you the answer?

40% of Google searches now return AI-generated answers before any organic result. ChatGPT has 200M+ weekly users asking business questions. The businesses that appear in those answers are capturing intent at the moment of decision. The ones that do not are invisible.

Nexum optimizes your business to be cited by ChatGPT, Perplexity, Claude, and Google AI. Not ranked. Cited. There is a difference — and it is the difference between appearing in the answer and not appearing at all.

40%

of Google searches return AI-generated answers first

200M+

weekly active ChatGPT users asking business questions

90 days

to measurable AI citation presence across all major platforms

5

AI platforms Nexum optimizes for simultaneously

What is GEO

Traditional SEO gets you ranked. GEO gets you cited.

In traditional SEO, you compete for position 1-10 in Google's ranked results. Users see your link and decide whether to click.

In GEO, AI platforms cite your business as the answer to a question. The user asks ChatGPT "what is the best AI automation firm for legal businesses" and your name appears in the response. No click required. No competition with 9 other results.

Both matter. But GEO is where the next decade of search intent is going — and most businesses are not optimizing for it yet.

Traditional SEO

Rank in position 1-10. User sees your link among 9 competitors. Click-through rate: 2-5% for most positions. Takes 6-12 months for meaningful results.

GEO (Generative Engine Optimization)

Appear in AI-generated answers. Your business is cited as the source. User sees you as the trusted answer, not one of ten options. Results visible in 30-90 days.

How AI decides

Why some businesses appear in AI answers and others do not

AI platforms do not cite randomly. They cite businesses that meet specific technical and content criteria.

01

Entity clarity

AI platforms cite entities they can verify. Your business needs a consistent name, description, and category across your website, Google Business Profile, LinkedIn, and authoritative directories. Inconsistency creates doubt. Doubt means no citation.

02

Structured data

Schema.org markup tells AI crawlers exactly what your business does, who it serves, and what it offers. Without structured data, AI platforms guess. With it, they cite. Organization, Service, FAQ, and HowTo schema are the four most impactful for GEO.

03

Answer-format content

AI platforms extract answers from content written to answer specific questions directly. Content that buries the answer in the third paragraph rarely gets cited. Content that leads with a clear, direct answer in the first two sentences gets cited consistently.

04

llms.txt file

The AI equivalent of robots.txt. Placed in your website root, it tells GPTBot, ClaudeBot, and PerplexityBot exactly what your business does, what pages matter most, and how to represent you accurately. Without it, AI platforms make assumptions. With it, you control the narrative.

05

Third-party citations

AI platforms trust businesses that other authoritative sources mention. Press coverage, industry directories, case studies on client sites, and mentions in authoritative publications all increase citation likelihood. This is the GEO equivalent of backlinks in traditional SEO.

06

Crawler access

If your robots.txt blocks AI crawlers, you cannot be cited. GPTBot, ClaudeBot, PerplexityBot, and Google-Extended each need explicit permission to index your content. Many sites block them accidentally. Nexum audits and corrects crawler access as the first step of every GEO engagement.

The 5 platforms

Where Nexum makes you visible

Each platform has different citation patterns, different crawler behaviors, and different content preferences. Nexum optimizes for all five simultaneously.

ChatGPT

OpenAI

200M+ weekly users. Cites businesses from web content, structured data, and Bing index. GPTBot must be allowed in robots.txt. Strong preference for content with clear FAQ structure and Organization schema.

Nexum optimization

GPTBot access, FAQ schema, answer-format content, llms.txt, Bing presence optimization

Perplexity

Perplexity AI

Fastest-growing AI search engine. Cites sources directly with links. Heavy reliance on authoritative third-party mentions. PerplexityBot indexes independently from Google.

Nexum optimization

PerplexityBot access, citation building from authoritative sources, direct answer content, entity consistency

Claude

Anthropic

Strong preference for well-structured, authoritative content. ClaudeBot indexes from the web. Responds well to clear entity definition and comprehensive FAQ coverage on specific topics.

Nexum optimization

ClaudeBot access, comprehensive FAQ content, entity authority building, structured data depth

Google AI Overview

Google

Appears at the top of Google results for 40%+ of queries. Uses Google's index plus structured data. Google-Extended crawler must be allowed. Heavily influenced by E-E-A-T signals and established domain authority.

Nexum optimization

Google-Extended access, E-E-A-T content signals, structured data, Google Business Profile optimization, author authority

Microsoft Copilot

Microsoft

Built on Bing index and OpenAI models. Strong presence in enterprise environments via Microsoft 365. Shares citation patterns with ChatGPT but with additional weight on Bing-indexed content.

Nexum optimization

Bing Webmaster Tools, Bingbot access, structured data, entity consistency across Microsoft ecosystem

What Nexum delivers

The complete GEO implementation

Every GEO engagement includes the full technical and content stack. Nothing is optional. Nothing is left to the client to figure out.

Technical foundation

  • Full AI visibility audit across 5 platforms
  • robots.txt audit and AI crawler configuration
  • llms.txt creation and optimization
  • Schema.org structured data (Organization, Service, FAQ, HowTo, BreadcrumbList)
  • Sitemap optimization for AI indexation
  • Canonical tag audit to prevent duplicate citation
  • Page speed optimization for crawler efficiency
  • Bing Webmaster Tools setup and verification

Content optimization

  • Answer-format rewrite of top 10 pages
  • FAQ section creation for every key page
  • Entity description optimization (who, what, where, for whom)
  • Comparison page strategy
  • Industry-specific landing pages for AI citation targeting
  • Author authority pages for E-E-A-T signals
  • Internal linking structure for topic authority

Entity and citation building

  • Google Business Profile optimization
  • Authoritative directory submissions (Crunchbase, LinkedIn, industry-specific)
  • Press mention strategy for third-party citations
  • Wikipedia/Wikidata entity creation (where applicable)
  • NAP consistency audit across all web mentions
  • Review platform presence optimization

Measurement and reporting

  • Monthly AI citation frequency report by platform
  • Prompt testing: 20+ queries tracked across all 5 platforms
  • Citation sentiment analysis (how AI describes your business)
  • Competitor citation comparison
  • AI traffic tracking via Google Analytics 4
  • Quarterly GEO strategy review

The process

From invisible to cited in 90 days

A structured 4-phase process that builds AI visibility systematically, not speculatively.

01

Days 1–7

GEO Audit

We test your business across 20+ prompts on ChatGPT, Perplexity, Claude, Google AI, and Copilot. We audit your technical foundation: robots.txt, structured data, llms.txt presence, crawler access, and entity consistency. We identify exactly why you are not appearing and what will move the needle fastest.

Deliverable: Full GEO audit report with prioritized action list

02

Days 7–30

Technical Implementation

robots.txt and llms.txt creation. Full Schema.org structured data implementation across your key pages. Sitemap optimization. Bing Webmaster Tools setup. Crawler access verification. Entity consistency audit and corrections across all web mentions.

Deliverable: Full technical GEO stack implemented and verified

03

Days 30–60

Content and Citation Optimization

Answer-format rewrite of your top 10 pages. FAQ creation for every key service and industry page. Entity and citation building: Google Business Profile, Crunchbase, LinkedIn, authoritative directories. Press mention strategy activation. Comparison page optimization for high-intent queries.

Deliverable: Optimized content stack and citation presence established

04

Day 60–90+

Measurement and Ongoing Optimization

Monthly citation frequency reporting across all 5 platforms. Prompt testing to track which queries now return your business. Competitor citation comparison. AI traffic tracking. Ongoing content updates as AI platforms evolve their citation preferences. Quarterly strategy review.

Deliverable: Monthly GEO visibility report with citation data by platform

Who this is for

GEO is right for your business if:

High-fit businesses:

  • Professional services (legal, financial, consulting)
  • B2B companies where buyers research before contacting
  • Local service businesses competing for location-based queries
  • Niche specialists who should dominate their category in AI answers
  • Any business where a competitor is already appearing in AI answers
  • Companies investing in content marketing who want AI to amplify it

GEO matters most when:

  • Your customers use AI to research before buying
  • You are in a category where trust and authority drive decisions
  • You have competitors who are already appearing in AI answers
  • Your traditional SEO rankings are strong but AI visibility is zero
  • You are entering a new market and need to establish presence fast

GEO vs SEO

Do you need GEO, SEO, or both?

The honest answer is both. But here is how they differ and why GEO is the higher-leverage investment in 2026.

GEO

Traditional SEO

Goal

Appear in AI-generated answers

Rank in Google search results

Time to results

30–90 days

6–12 months

Competition level

Low — most businesses not doing it yet

High — every business competing

User experience

Cited as the answer

One of 10 ranked results

Content format

Answer-first, FAQ-heavy, structured

Keyword-dense, long-form, backlinked

Technical requirements

Schema, llms.txt, crawler access, entity clarity

Page speed, backlinks, keyword optimization

Measurement

Citation frequency by platform and query

Keyword rankings and organic traffic

2026 growth trajectory

Accelerating rapidly

Stable but declining share of search intent

The honest recommendation: If you are already investing in traditional SEO, add GEO now while competition is low. If you are starting from zero, GEO gives you faster results with less competition. GEO is the higher-leverage investment in 2026 for most SMBs.

Not sure where your business stands in AI answers right now?

The free GEO audit tests 20+ prompts across all 5 platforms and shows you exactly where you appear and where you do not.

Get Free GEO Audit

FAQ

Common questions

Related services and resources

AI Automation Services OpenClaw Self-Hosted AI Nexum vs McKinsey Case Studies Automation Blog

Free GEO Audit

Find out if your business
exists in AI answers.

We test 20+ prompts across ChatGPT, Perplexity, Claude, Google AI, and Copilot. You get a full report showing where you appear, where you do not, and exactly what to fix first.

Get Your Free GEO Audit

No commitment. Results in 48 hours.