Answer Engine Optimization
ChatGPT, Perplexity, and Gemini are reshaping how buyers find agencies. If your brand isn’t showing up in AI-generated answers, you’re invisible to a growing share of your market. Here’s the playbook for getting cited.
SEO Got You Ranked. AEO Gets You Cited.
Search Engine Optimization puts your pages in the index. Answer Engine Optimization makes AI models reference your brand when buyers ask questions. They’re complementary — but the tactics are different.
Optimize for Rankings
- Target keyword density and backlink profiles
- Compete for positions 1–10 on a results page
- Traffic comes from clicks on blue links
- Success = higher rank for target keyword
- Pages optimized for crawlers
Optimize for Citations
- Structure content for LLM retrieval and attribution
- Compete for inclusion in AI-generated answers
- Visibility comes from being named or linked in AI output
- Success = cited as a source by ChatGPT, Perplexity, or Gemini
- Pages structured for both humans and LLMs
AEO isn’t a replacement for SEO — it’s the next layer. Brands that rank well in traditional search have a head start. But ranking alone no longer guarantees visibility. AI models synthesize answers from multiple sources, and the brands they cite aren’t always the ones at position #1.
The Five Pillars of AEO
Getting cited by AI models requires a systematic approach across content structure, technical infrastructure, authority signals, and ongoing monitoring. Here’s the framework O8 uses with clients.
Structured Content
Reformat existing pages with FAQ blocks, comparison tables, and answer-format sections that LLMs can reliably extract and attribute.
Technical Infrastructure
Implement llms.txt, FAQPage and Organization schema, and ensure AI crawler access — so models can parse your site as a trusted source.
Third-Party Authority
84% of AI citations come from third-party sources, not the brand’s own site. Build presence on directories, PR outlets, and industry platforms AI models already trust.
Original Data & Expertise
LLMs prioritize content with original statistics, research findings, and quotable expert insights. Publish data that other sources will reference and cite.
Citation Monitoring
Track your share of voice across ChatGPT, Perplexity, Gemini, and Google AI Overviews. Measure what’s working, identify gaps, and iterate monthly.
How O8 Implements AEO for Clients
AEO results compound over time. Here’s the practical sequence we follow — from audit through ongoing monitoring.
AI Visibility Audit
We scan your target keywords across Google AI Overviews, ChatGPT, Perplexity, and Gemini. You get a clear picture of where you’re cited, where competitors are cited instead, and the specific gaps costing you visibility.
Week 1Technical Foundation
Implement the infrastructure that makes your site parseable by AI models: llms.txt file, FAQPage and Organization JSON-LD schema, proper AI crawler access in robots.txt, and structured data validation.
Weeks 2–3Content Restructuring
Reformat your highest-potential pages with citation-optimized content: standalone answer paragraphs, FAQ blocks with schema, comparison tables, and original data sections that give AI models something worth citing.
Weeks 3–6Third-Party Authority Building
Strengthen your citation surface area by building presence on the directories, review platforms, and industry sites that AI models already trust. This is where 84% of citations originate.
OngoingMonthly Citation Monitoring
Track your share of voice across all major AI engines. Measure citation gains, identify new gaps as AI models evolve, and iterate your content strategy based on what’s actually getting cited.
MonthlyTypical timeline: Initial citation improvements appear within 30–60 days after the technical foundation and first content restructuring. Sustained share-of-voice growth builds over 3–6 months as authority signals compound.
Where does your brand appear in AI search results?
O8's AI Search Visibility Audit maps your citation gaps across ChatGPT, Gemini, Perplexity & Copilot — keyword by keyword.
The AEO Readiness Checklist
Use this checklist to assess how prepared your site is for AI search visibility. Most organizations score 2 out of 12 on their first pass.
Technical Foundations
- llms.txt file published at /llms.txt
- FAQPage JSON-LD schema on key service pages
- Organization schema with complete properties
- AI crawlers allowed in robots.txt (GPTBot, Anthropic, etc.)
- Article schema on blog posts with author and datePublished
- Site loads without JavaScript dependency for content
Content Structure
- FAQ sections on high-value service pages
- Standalone answer paragraphs (200-word definitional blocks)
- Comparison tables for “vs” and “alternative” queries
- Original statistics or research findings per page
- Clear entity definitions in opening paragraphs
- Expert author attribution with credentials
Find Out Where You Stand
The AI Search Visibility Audit scans your target keywords across Google AI Overviews, ChatGPT, Perplexity, and Gemini — and delivers a prioritized action plan to close the gaps.
