How should I choose an AEO agency or consultant?

Choosing an Answer Engine Optimization (AEO) agency or consultant requires a different framework than hiring a traditional SEO partner. While SEO focuses on winning blue links and driving click-through traffic from traditional search engines, AEO focuses on getting your brand cited, summarized, and recommended by AI models (ChatGPT, Perplexity, Claude, Google Gemini/AI Overviews, Bing Copilot).

Because AEO is an emerging field, many standard SEO agencies simply repackage their old services under an "AEO" label without understanding how Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) actually work.

Here is a step-by-step guide on how to evaluate, vet, and choose the right AEO partner.

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1. Evaluate Their Technical Understanding of AI & LLMs

A true AEO expert understands how AI engines ingest, process, and output information. Ask prospective agencies about their technical methodology.

• Knowledge Graphs & Entity SEO: Do they understand how to establish your brand as an "Entity" using Schema.org, Wikidata, and semantic relationships?
• RAG (Retrieval-Augmented Generation): Can they explain how engines like Perplexity or ChatGPT retrieve live web data to formulate an answer?
• Structured Data & API Feeds: Do they know how to format content (JSON-LD, clear tabular data, direct Q&A formats) so LLM scrapers can parse it seamlessly?

Red Flag: If an agency only talks about standard metadata (title tags, H1s) and buying basic backlinks, they are selling traditional SEO, not AEO.

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2. Test Their Own "AI Visibility"

Before hiring them, test how well AI engines know them or their current clients.

• Go to Perplexity, ChatGPT, or Claude and ask: "Who are the top experts/agencies in Answer Engine Optimization?" or "Recommend an agency for AI search optimization."
• Search for their client brands in an AI engine: "What are the best [Client Industry] solutions for [Specific Problem]?"
• If the agency has zero footprint in AI engines, they may lack the expertise to build yours.

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3. Assess Their Approach to Content Strategy

AEO content is structured differently than standard blog posts written for search algorithms. A strong AEO agency will focus on:

• Direct, Fact-Based Answers: Structuring content to give clear, authoritative answers in the first 1–2 sentences of a section.
• Third-Party Consensus (Off-Page AEO): AI models do not just rely on your website; they look for consensus across the web (Reddit, Wikipedia, Quora, industry forums, news outlets, review sites like G2 or Capterra). The agency must have a strategy for digital PR and off-site sentiment control.
• Conversational Query Optimization: Optimizing for natural, multi-turn, long-tail questions rather than rigid 2-to-3-word keywords.

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4. Ask the Right Interview Questions

Use these specific questions to separate true experts from sales reps:

1. "How do you measure AEO success?"
   • Good Answer: "We track AI Share of Voice, brand citation frequency across major models (ChatGPT, Perplexity, Gemini), brand sentiment accuracy, and referral traffic from AI platforms."
   • Bad Answer: "We track domain authority and organic Google keyword rankings."
2. "How do you handle 'Zero-Click' searches?"
   • Good Answer: "AEO often solves the user's query directly without a click. Our goal is to ensure your brand is cited as the source of truth, building high-intent brand awareness that drives direct searches or later-stage conversions."
3. "How do you optimize for closed/non-real-time models vs. web-enabled AI?"
   • Good Answer: "For static training data, we focus on digital PR, entity building, and inclusion in core web datasets (like Wikipedia or high-authority media). For live-retrieval AI, we focus on technical schema, indexability, and real-time structured content."
4. "Can you show a proof-of-concept or case study specific to AEO?"
   • Look for metrics showing increased AI citations, inclusion in AI-generated product recommendations, or referral traffic from Perplexity/Bing.

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5. Watch Out for Common AEO Red Flags

• Guarantees of #1 Placement in AI Responses: AI models are probabilistic and dynamic; outputs change based on user context, conversation history, and model updates. No one can guarantee a specific output every time.
• Ignoring Web Traffic Realities: A good AEO agency will be honest that AEO may reduce top-of-funnel web traffic while increasing higher-quality, high-intent leads.
• Using Automated AI Spam: If an agency proposes generating thousands of cheap, unvetted AI articles to "flood the web," walk away. LLMs heavily filter out repetitive, low-value content.

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6. Understand Pricing and Service Models

Because AEO is strategic and highly specialized, pricing usually reflects high-touch consulting rather than low-cost commodity work.

• Audit Sprint ($3,000 – $10,000+): A one-time deep dive analyzing your current brand presence across major AI models, competitor AI share-of-voice, and technical/schema readiness.
• Monthly Retainer ($4,000 – $15,000+/month): Ongoing entity management, technical optimization, digital PR/off-site consensus building, structured content creation, and continuous AI monitoring.

Recommended Selection Process

1. Request an initial AI Audit proposal: Ask candidate agencies to run a small diagnostic on your brand’s current visibility in Perplexity and Google AI Overviews.
2. Review their methodology: Ensure it covers both Technical Schema/RAG (on-site) and Digital PR/Consensus (off-site).
3. Start with a short project or discovery phase: Hire them for a 30-day AEO assessment before signing a year-long contract.