GEO BY INDUSTRY
Your Buyers Ask ChatGPT Before They Ask You. LLMReach Makes Sure You're the Answer - in Every Industry We Serve.
94% of B2B buyers now use AI during their purchase process. 47% of consumers use AI for product research. 66% of procurement managers research suppliers in ChatGPT before issuing an RFP. Across every industry LLMReach serves, the same structural shift has occurred: AI engines have become the first stop in the buyer journey - and the brands cited in AI responses are winning deals, donors, patients, and customers from buyers who never visit a search results page. LLMReach builds the content architecture, schema infrastructure, and authority signals that put your brand in those responses - across ChatGPT, Perplexity, Claude, and Gemini.
industries served
core AI platforms optimized for
additional AI environments monitored where relevant
industry-specific GEO strategy per client category
TL;DR
AI engines - ChatGPT, Perplexity, Claude, and Gemini - now shape the shortlists buyers build before they ever contact a vendor, book an appointment, or file a quote request. LLMReach delivers Generative Engine Optimization (GEO) for 20 industries, combining Technical AEO Infrastructure, AI Visibility Strategy and Content Engineering, Reddit Optimization for SEO and AI Citations where relevant, and AI Mention Tracking and Optimization. LLMReach optimizes for ChatGPT, Claude, Perplexity, and Gemini. Google AI Overviews and Microsoft Copilot are additionally monitored when they matter to the client category and buyer journey. Every engagement starts with a guided, industry-specific AI visibility review.
WHO WE WORK WITH
LLMReach Works With Brands Where AI Recommendations Directly Influence What Buyers Do Next
Not every business needs GEO equally. The brands that benefit most from AI search optimization are those whose buyers research before they act - comparing options, evaluating vendors, shortlisting suppliers, or validating decisions in AI before ever contacting a company. If your buyers use ChatGPT, Perplexity, Claude, or Gemini as part of their research process, GEO is not optional - it is the primary visibility channel for a growing share of your most valuable prospects.
Your Buyers Research Before They Buy
High-consideration purchases - B2B software, financial products, insurance, healthcare, legal services, logistics partners - are the categories where AI search has the highest buyer adoption rates. If your sales cycle involves any comparison, evaluation, or shortlisting stage, your buyers are using AI to do it.
Your Category Is Competitive
AI engines cite 2–7 domains per response on average. In competitive categories with 5 or more alternatives, the brands that appear in those 2–7 citations win the consideration set. The brands that don't are invisible - regardless of their Google rankings, paid search spend, or sales team size.
You Want Measurable ROI, Not Vanity Metrics
LLMReach tracks citation rate, AI Share of Voice, cited sources, and AI-referred traffic through a custom GA4 channel group, so you can see where your brand appears, where competitors are cited instead, and which gaps are worth prioritizing next.
ALL 20 INDUSTRIES
Twenty Industries, One Goal: Be the Brand AI Engines Cite When Your Buyers Search
Every industry page includes a full GEO playbook - buyer prompt mapping, content architecture, schema implementation, earned media strategy, and weekly AI Share of Voice tracking tailored to your specific vertical, buyer personas, and competitive set.
B2B SaaS
50% of B2B software buyers now start vendor research in AI chatbots, not Google. Get cited when buyers ask ChatGPT for alternatives, comparisons, and category shortlists - before they talk to sales.
See the B2B SaaS GEO PlaybookE-commerce
37% of consumers now start product searches in AI rather than Google. Be the brand AI recommends before buyers add to cart - across ChatGPT, Perplexity, and Google AI Overviews.
See the E-commerce GEO PlaybookLocal and Service Businesses
Travelers, new residents, and local buyers ask AI assistants for a recommendation before booking. Build a stronger presence for high-intent local recommendation prompts.
See the Local Business GEO PlaybookAgencies and Professional Services
Potential clients ask AI "best [service type] agency" before reaching out. Being cited builds authority and pipeline before the first conversation - across every AI platform your prospects use.
See the Agency GEO PlaybookConsumer Goods (CPG)
60% of consumers have used ChatGPT or Gemini to help them shop. Win the AI product recommendation in your category before buyers reach any retailer or comparison site.
See the CPG GEO PlaybookHealthcare and Wellness
Patients and caregivers ask AI for provider recommendations, treatment options, and wellness product comparisons before booking appointments. Be the trusted, cited answer for health and wellness queries.
See the Healthcare GEO PlaybookFinancial Services
High-consideration financial decisions - mortgages, investment platforms, business banking - begin in AI search. Get cited when buyers compare financial products and evaluate providers.
See the Financial Services GEO PlaybookLegal Services
Individuals and businesses ask AI "best [practice area] attorney in [city]" before calling a single firm. Be the firm AI names for your practice area - before the consultation request.
See the Legal Services GEO PlaybookReal Estate
Buyers and sellers ask ChatGPT for agent recommendations, neighborhood comparisons, and market analysis before contacting anyone. Win "best agent in [city]" AI answers in your target markets.
See the Real Estate GEO PlaybookEducation and EdTech
Students, parents, and professionals ask AI to compare programs, certifications, and learning platforms before applying or enrolling. Get recommended when learners evaluate their options.
See the Education GEO PlaybookHospitality and Travel
Travelers ask Perplexity and ChatGPT for hotel recommendations, destination guides, and experience comparisons before booking anything. Be the stay, experience, or destination AI recommends in your market.
See the Hospitality and Travel GEO PlaybookHR Tech and Recruiting
HR leaders and talent acquisition teams ask AI for ATS comparisons, HRIS recommendations, and recruiting platform shortlists before evaluating vendors. Win "best HR tool" AI recommendations.
See the HR Tech GEO PlaybookHome Services
Homeowners ask ChatGPT and Google AI Overviews "best [contractor] near me" before calling anyone. Own "best near me" AI answers for your trade in every market you serve.
See the Home Services GEO PlaybookAutomotive
Car buyers spend months researching - and AI has become the primary research tool. Be the model, brand, or dealer AI recommends when buyers ask for comparisons and recommendations.
See the Automotive GEO PlaybookFood and Beverage
Consumers ask AI for product recommendations, ingredient comparisons, and brand evaluations before purchasing. Be the brand AI recommends in your food and beverage category.
See the Food and Beverage GEO PlaybookMedia and Publishing
Publishers lost over 600 million monthly visits in under a year as AI absorbed their traffic. Get cited as the source inside AI answers - and turn that citation into a new referral traffic channel.
See the Media and Publishing GEO PlaybookCybersecurity
73% of cybersecurity vendors receive zero ChatGPT citations when buyers ask for vendor recommendations in their category. Get on the AI shortlist - where CISOs build their vendor evaluations.
See the Cybersecurity GEO PlaybookLogistics and Supply Chain
66% of procurement managers research suppliers in AI before issuing an RFP - and just 5 brands capture 80% of AI responses per category. Get into that five before your competitors do.
See the Logistics and Supply Chain GEO PlaybookInsurance
Wikipedia appears in 54.8% of insurance AI responses. Bankrate in 40.2%. Your carrier's site? Likely zero. Get cited where buyers compare coverage - before they contact an agent or aggregator.
See the Insurance GEO PlaybookNonprofit and Government
Government and nonprofit is the #1 most-cited vertical in AI search at 21.97% - yet nonprofits lost 40% of organic traffic in 2025. Convert your sector's highest AI trust rating into actual citations.
See the Nonprofit and Government GEO PlaybookHOW IT WORKS
The Same Four Workstreams - Tailored to Your Industry's Specific Buyer Prompts, Authority Sources, and Competitive Set
GEO strategy varies by industry - the buyer prompts that drive shortlist decisions in cybersecurity differ from the prompts that drive donor research in nonprofits. The authority sources AI engines trust for insurance differ from those they trust for real estate. But the four underlying workstreams that deliver AI citation are the same across every industry LLMReach serves.
- 1Know exactly who is cited instead of you - industry-specific buyer prompts run across ChatGPT, Claude, Perplexity, and Gemini, then walked through with you in a guided review.
- 2Win the AI citation for your highest-value buyer queries - answer-first content restructuring that AI engines extract and cite directly.
- 3Build the authority signals that keep you cited - entity standardization and earned media placements in the third-party sources your industry's AI engines already trust.
- 4Measure AI Share of Voice week over week - citation rate tracked against named competitors across ChatGPT, Claude, Perplexity, and Gemini, with AI-referred revenue tied to a custom GA4 channel group.
See the full breakdown of every deliverable on the GEO services page, or read the GEO playbook to understand the methodology behind each workstream.
Technical AEO Infrastructure
LLMReach improves the crawl access, rendering, schema, llms.txt, entity clarity, and page structure AI systems need to access and understand the brand. The exact schema and technical priorities are adapted to the industry and the client website.
AI Visibility Strategy and Content Engineering
LLMReach maps the buyer prompts that matter in the industry, identifies where competitors are cited instead, and builds answer-first service, comparison, category, proof, and educational content that helps AI systems understand when the brand is relevant.
Reddit Optimization for SEO and AI Citations
When relevant to the industry, LLMReach researches buyer-intent Reddit discussions, reviews community rules, develops human-reviewed value-first participation, and measures whether relevant threads appear in Google results or AI source patterns.
AI Mention Tracking and Optimization
LLMReach monitors brand mentions, citations, share of voice, average position, source patterns, and competitor visibility across the AI environments that matter to the category. The data guides the next content, technical, and authority priorities.
FIND YOUR INDUSTRY
Not Sure Where to Start? Match Your Organization Type to the Right GEO Playbook.
- You sell software to other businesses
- Start with the B2B SaaS GEO Playbook, HR Tech GEO Playbook, or Cybersecurity GEO Playbook if you sell SaaS, HR and recruiting software, or cybersecurity software - each playbook covers the unique buyer prompt patterns, compliance-filtered queries, and earned media sources (G2, Gartner, Wikipedia) that drive AI citation for technology vendors.
- You sell physical products to consumers
- Start with the E-commerce GEO Playbook, Consumer Goods GEO Playbook, or Food and Beverage GEO Playbook for general retail and DTC brands, packaged goods and CPG brands, or food, drink, and specialty food brands.
- You provide professional services
- Start with the Agency GEO Playbook, Legal Services GEO Playbook, or Financial Services GEO Playbook for marketing, creative, and consulting agencies, law firms and legal tech, or wealth management, fintech, and banking brands.
- You operate in a regulated industry
- Start with the Healthcare GEO Playbook, Insurance GEO Playbook, or Financial Services GEO Playbook for providers and health tech, carriers, MGAs, and insurtechs, or regulated financial products. Each playbook addresses the compliance accuracy requirements AI engines apply to regulated industry content.
- You sell to procurement teams and enterprise buyers
- Start with the Logistics and Supply Chain GEO Playbook, or Cybersecurity GEO Playbook for 3PLs, freight forwarders, TMS and WMS vendors, or security vendors selling to enterprise IT and security teams. Both playbooks cover the multi-variable, constraint-based buyer prompts that procurement and enterprise buyers submit to AI.
- You depend on local search and geographic discovery
- Start with the Local Business GEO Playbook, Real Estate GEO Playbook, or Home Services GEO Playbook for service businesses, agents, brokers, and proptech, or contractors, plumbers, HVAC, and home improvement businesses.
- You are a nonprofit, government agency, or mission-driven organization
- Start with the Nonprofit and Government GEO Playbook - the only industry-specific GEO playbook built for organizations that optimize for donor acquisition, volunteer recruitment, service beneficiary access, grant applicant discovery, and government procurement - not commercial revenue.
- You are a publisher, media brand, or content platform
- Start with the Media and Publishing GEO Playbook - built specifically for news publications, magazines, newsletters, podcasts, and digital media brands that have lost traffic to AI Overviews and need to win citations as the named source inside AI-generated answers.
RESULTS
What Brands Across Every Industry Achieve With LLMReach GEO
The specific citation metrics vary by industry - a nonprofit tracks Mention Rate against the 17.14% vertical average, a cybersecurity vendor tracks citation rate against the 73% zero-citation benchmark, an insurance carrier tracks AI Visibility Score against Allstate's 57.9% benchmark. The underlying commercial outcomes are consistent across every vertical LLMReach serves.
| Outcome | Metric | Source |
|---|---|---|
| Organic click uplift for AI-cited brands | +35% organic, +91% paid | State of AI Visibility 2026 |
| AI referral traffic growth | 527% YoY in H1 2025 | Search Engine Land |
| Time on site for AI-referred visitors | 68% longer than organic | SE Ranking, 2025 |
| Share of B2B buyers using AI in purchase process | 94% as of 2026 | Forrester, January 2026 |
| Websites with proper schema markup | Only 12% - your gap to exploit | State of AI Visibility 2026 |
| Websites with llms.txt deployed | Only 10% - your gap to exploit | State of AI Visibility 2026 |
FREQUENTLY ASKED QUESTIONS
GEO by Industry: Common Questions
What is GEO and how does it differ from SEO?
GEO - Generative Engine Optimization - is the practice of structuring content, schema, and authority signals so that AI engines cite your brand in generated responses. SEO optimizes for click-through rankings in Google's traditional blue-link results. GEO optimizes for citation - appearing in the AI-generated answer itself, where 94% of B2B buyers and 47% of consumers now conduct their research. GEO does not replace SEO - it extends your visibility strategy to the platforms where your buyers are increasingly searching first. Brands cited in AI Overviews earn 35% more organic clicks and 91% more paid clicks than non-cited competitors on the same queries, meaning GEO compounds into traditional search performance as well.
Does GEO work differently for different industries?
Yes - significantly. The buyer prompts that drive shortlist decisions in cybersecurity ("which XDR vendor supports AWS-native deployment with HIPAA compliance?") are structurally different from the prompts that drive donor research in nonprofits ("which charities have the best Charity Navigator ratings for food insecurity programs?"). The authority sources AI engines trust for insurance (Wikipedia, Bankrate, AM Best) differ from those they trust for logistics (Supply Chain Dive, FreightWaves, Gartner). The schema types that drive AI citation for government agencies (GovernmentOrganization, GovernmentService) differ from those for B2B SaaS (SoftwareApplication, TechArticle). LLMReach builds a separate content and schema architecture for each of the 20 industries it serves - tailored to the specific prompt types, authority sources, and buyer personas in each vertical.
How quickly does GEO produce results?
Visibility movement depends on the category, competitive landscape, current technical foundation, content quality, and third-party authority signals. LLMReach measures the baseline first, then prioritizes the changes most likely to matter. Brands with existing Wikipedia entries, active third-party review profiles, and prior trade press coverage generally start from a stronger authority position than brands with none of those signals.
Which AI platforms does LLMReach optimize and track?
LLMReach optimizes and tracks citations across ChatGPT, Claude, Perplexity, and Gemini - the four platforms that account for the overwhelming majority of AI-referred traffic. Each platform uses different citation logic: Perplexity relies on real-time web search and responds fastest to content restructuring. ChatGPT drives 78% of AI-referred traffic and weights Wikipedia entity presence and earned media heavily. Claude converts at 16.8% - the highest of any platform - and prioritizes factual accuracy and source quality. Gemini integrates with Google's index and rewards brands that already perform well in traditional search. LLMReach adapts strategy for each platform's citation behavior within every industry engagement.
Does my industry need a different content strategy for each AI platform?
Yes - and LLMReach builds platform-specific optimization into every industry engagement. Citation volumes for the same brand can differ by 615x between platforms, per Superlines' March 2026 cross-platform analysis. Only 11% of domains are cited by both ChatGPT and Perplexity. A brand visible on one platform may be entirely absent from another. LLMReach's platform strategy for each industry accounts for the specific citation behavior, source preferences, and intent distribution of each AI engine - ensuring your brand builds citation authority across all four platforms simultaneously, not just the one you happen to rank on today.
What is included in the free AI audit?
LLMReach's free AI audit runs your industry's highest-value buyer prompts across all 4 major AI engines and delivers a report showing: which brands or organizations are cited instead of you, which specific URLs those citations point to, what content and authority signals are driving those citations, and what content and schema changes would put your brand in the AI response. The audit is industry-specific - a cybersecurity vendor receives a different prompt set than a nonprofit, a logistics provider receives a different prompt set than a real estate brokerage. Every audit is at no cost, with no obligation to engage.
Can LLMReach work alongside our existing SEO agency or in-house team?
Yes - and most LLMReach clients run GEO alongside an existing SEO program. GEO and SEO are complementary, not competing. Your SEO team continues to manage traditional rankings, technical crawlability, and link acquisition. LLMReach layers in the answer-first content architecture, entity standardization, AI crawler configuration, and earned media placements that drive AI citation. The two programs share the same foundational assets - well-structured content, authoritative backlinks, clean technical infrastructure - and compound each other's impact. Brands cited in AI Overviews earn 35% more organic clicks than non-cited competitors on the same queries, meaning GEO investment directly improves the metrics your SEO team is already reporting on.
How does LLMReach measure and report AI visibility?
LLMReach tracks AI Share of Voice - your brand's citation rate relative to named competitors - across ChatGPT, Claude, Perplexity, and Gemini, measured weekly against 100+ buyer-intent prompts tailored to your industry and competitive set. Reporting includes: citation rate by engine, citation rate by prompt category, specific URLs being cited, competitor citation rates, and week-over-week Share of Voice movement. We also configure a custom GA4 channel group that tracks AI-referred sessions by source engine, landing page, and conversion event - giving you a direct revenue line between AI citation and pipeline. Every industry engagement includes this tracking infrastructure from day one.
GET STARTED
Your Buyers Are Already Using AI to Build Shortlists. Find Out If You Are on Them.
LLMReach runs industry-specific buyer prompts across ChatGPT, Claude, Perplexity, and Gemini. During a guided review meeting, LLMReach walks you through your priority buyer prompts, current AI visibility, competitor citations, source patterns, and the technical or content gaps that matter most. After the walkthrough, you receive a clear audit summary and prioritized action plan. No obligation.
Select your industry above to see the specific GEO playbook for your vertical, or request your free guided AI visibility review to see where your brand stands in your category.