Positioning
How to differentiate AEO from existing SEO services - and why commercial impact matters more than citations.
The Market Opportunity
AEO vs SEO: The Positioning Framework
| Dimension | Traditional SEO | AEO Services |
|---|---|---|
| Success Metric | Rankings, clicks, traffic | Citations, mentions, share of voice in AI answers |
| Visibility Target | Google SERPs (10 blue links) | ChatGPT, Perplexity, Claude, Gemini, AI Overviews |
| Content Format | Keyword-optimized long-form | Extractable answers, FAQ structure, entity clarity |
| Technical Focus | Crawlability, page speed, Core Web Vitals | Schema markup, entity signals, AI crawler access |
| Authority Signals | Backlinks, domain rating | Third-party citations, Wikipedia, Knowledge Graph |
| Client Question | “Are we on page one?” | “Does AI recommend us?” |
| Outcome Focus | Traffic, impressions, rankings | AI-referred conversions, pipeline, revenue |
How LLMs Actually Choose Brands
Use this to educate skeptical clients. AI doesn't rank pages - it selects sources to cite based on trust signals.
Earned Media Dominance
74% of AI citations come from earned media — editorial articles, reviews, Reddit threads, YouTube videos. Not brand-owned content.
Source: Omniscient Digital analysis of 23,387 AI citations
Cross-Source Consensus
2.8x citation boost when multiple independent sources agree. AI engines look for corroboration across sites before confidently recommending.
Source: Princeton GEO research paper (KDD 2024)
Listicle Effect
43.8% of product citations come from “Best X for Y” comparison articles. Being included in authoritative listicles is a citation driver.
Source: Ahrefs 17M citation analysis
Reddit's Outsized Role
46.7% of Perplexity's top citations come from Reddit. Community discussions carry significant weight in AI answers.
Source: SE Ranking platform study
The Commercial Reframe
Positioning Templates by Client Type
B2B SaaS Clients
“Become the answer AI gives your buyers”
When their prospects ask ChatGPT for software recommendations, is your client cited? 45% of B2B buyers research via AI before talking to sales. If they're not in the answer, they're not in the consideration set.
E-commerce Clients
“Win the AI shopping shelf”
ChatGPT Shopping and Perplexity product cards are the new product discovery. When someone asks “best [product] for [use case]”, AI cites 3-5 brands. Position your client as one of them.
Professional Services Clients
“Be the trusted expert AI recommends”
AI platforms recommend based on authority signals. When someone asks “best [service] in [location]”, AI cites sources it trusts. Build the signals that make your client the recommendation.
Unlock the full playbook.
Access all 5 sections including pricing models, objection handling, and 90-day roadmap.
No spam, ever. We respect your privacy.
Service Packaging
The three-tier structure that's working across the market - from entry point to full engagement.
Based on what's emerging across the market, this is the most common and effective structure:
Tier 1: AI Search Audit
One-time entry point — the universal starting point
What's Included
- Baseline visibility measurement across ChatGPT, Perplexity, Gemini, Google AI
- Competitive gap analysis
- Source attribution mapping
- Prioritised recommendations
This is the universal entry point. Every agency starts with “let's see where you stand.” It creates urgency, demonstrates expertise, and funds itself. The platform handles the monitoring and competitive analysis, so you can run this efficiently.
Tier 2: Monitoring + Optimisation
Monthly retainer — where the recurring revenue lives
What's Included
- Ongoing visibility tracking across 20-50 prompts
- Monthly reporting with competitive benchmarks
- Content recommendations based on citation gaps
- Quarterly optimisation passes
This is where the recurring revenue lives. The monitoring component is sticky because clients can see their visibility moving (or not) in real time. The optimisation keeps improving the numbers.
Tier 3: Full-Service AI Visibility Programme
Premium retainer — the full engagement
Everything in Tier 2, Plus
- Content creation (AI-optimised pages, comparison content, buying guides)
- Technical implementation (schema, structured data, site architecture changes)
- Third-party citation building (PR, reviews, community presence)
- Strategic advisory
This is the full engagement. Agencies adding 25-40% to existing retainer fees when bundling AEO services are seeing strong margins because the tooling automates much of the monitoring and reporting.
Price to Value, Not Hours
Selling AEO
How to frame AI search for clients who have never heard of it - and close the deal.
Don't Lead With Jargon
The Framing That Works
Lead with Behaviour
“Your customers are already using ChatGPT and Perplexity to make buying decisions. Are you showing up in those answers?”
Explain the Shift
“Google's AI is now answering questions directly instead of sending clicks to your website. We make sure your brand is in those answers.”
Use an Analogy
“AI search is word-of-mouth at scale. It's what AI recommends when someone asks for help in your category.”
Bridge from SEO
“SEO got you on page one. This gets you into the AI's answer.”
The Live Demo Close
Objection Handler
Your Response
60% of Google searches now end without a click because AI Overviews answer the question. By 2026, Gartner predicts 25% less traditional search traffic. The question isn't whether AI search matters - it's whether you'll be cited when it does. Your competitors are already showing up. You're not. That's market share walking out the door.
Demonstrating Early Wins
Live Demo in Sales Call
Query their brand + category in ChatGPT/Perplexity live. Show where competitors appear and they don't. Creates immediate urgency.
Free AI Visibility Audit
Run 20-30 buyer intent queries, document citation rates, benchmark vs 3 competitors. Deliver as PDF with clear gaps and opportunities.
Quick Win Sprint
Offer a 2-week paid sprint: schema implementation on key pages, FAQ restructuring, AI crawler access. Show citation movement fast.
90-Day Roadmap
What to deliver each month, how to structure your team, and where to automate.
Commercial-First Delivery
Phase 1
Foundation & Technical Setup
AI Visibility Audit: Run 50-100 buyer-intent prompts across ChatGPT, Claude, Perplexity, Gemini. Document baseline citation rate and competitive positioning.
Zero-Visibility Inventory: Identify every prompt where the client has 0% mention rate. Categorize by intent (informational, commercial, transactional). These gaps become the content roadmap.
Commercial Page Audit: Assess AI-readiness of pages that already drive revenue - pricing, services, products. These are the priority, not blog content.
Technical Audit: Schema gaps, AI crawler access (robots.txt), site rendering, page speed issues affecting AI crawlability.
Entity Mapping: Document how LLMs currently understand the brand. Identify Knowledge Graph presence, Wikipedia/Wikidata status.
Schema Implementation: Deploy Article, Organization, Product, FAQ schema across priority commercial pages first.
Crawler Access: Configure robots.txt for GPTBot, ClaudeBot, PerplexityBot, Google-Extended.
Deliverable: Baseline report + zero-visibility inventory + 90-day action roadmap + schema deployed on 10-20 priority pages.
Phase 2
Commercial Page Optimization & Content
Commercial Page AEO: Optimize the pages that already drive revenue - add FAQ schema, comparison tables, direct answers to buyer questions. These convert; prioritize them.
Content Restructuring: Reformat existing pages for extraction - question headers, direct answers in first paragraph, FAQ sections.
Supporting Content: Publish 8-12 new AEO-optimized articles targeting zero-visibility queries. These feed traffic to commercial pages.
Content Freshness: Update stale high-value pages with current data, recency signals, and improved structure.
Internal Linking: Build topical clusters connecting supporting content to commercial pages.
Citation Building: Begin digital PR / third-party mention strategy (Reddit, Quora, industry sites).
Deliverable: Commercial pages optimized + 8-12 supporting articles live + 15-20 pages restructured + first citation movement report.
Phase 3
Optimization & Scale
Performance Analysis: Compare citation rates vs baseline. Identify what's working, double down.
Prompt Gap Analysis: Reverse-engineer new queries where client should appear but doesn't. Prioritize next content wave.
Authority Building: Pursue Wikipedia/Wikidata entries, knowledge panel optimization, third-party validation signals.
Platform Optimization: Refine strategy per platform - ChatGPT vs Perplexity vs Claude often reward different signals.
Reporting & Strategy: Full 90-day performance report. Q2 roadmap based on learnings.
Deliverable: Comprehensive performance report + Q2 strategic roadmap + measurable citation improvement documented.
Standard Monthly Scope (Growth Tier)
What clients receive each month after initial 90-day setup
Monitoring & Reporting
- Weekly citation tracking (30 queries)
- Share of voice vs 3 competitors
- Platform breakdown report
- AI-referred traffic + conversions in GA4
Commercial Page Optimization
- 5-10 commercial page updates
- Pricing/service page schema
- Comparison table additions
- FAQ expansion on key pages
Supporting Content
- 4-8 AEO-optimized articles
- 10 page refreshes/restructures
- Internal links to commercial pages
- Zero-visibility gap coverage
Technical & Authority
- Schema updates/expansion
- Third-party citation outreach
- Reddit/Quora seeding (5-10/mo)
- Competitive movement alerts
Automate vs Manual
Automate
Use a tool like Searchable to automate the repetitive, time-consuming tasks that need to run at scale across every client account.
- AI visibility monitoring
- Schema validation
- Content publishing
- Competitor monitoring
Keep Manual
Focus your team's time on high-judgement, value-add tasks that can't be automated and make the real difference for clients.
- Strategy & prioritization
- Content quality review
- Schema architecture
- Client communication
Protect Margins
Common pricing mistakes to avoid, how to scope profitably, and upsell paths once clients see results.
The Margin Trap
Common Pricing Mistakes
Underestimating Setup
Month 1 requires 2-3x the ongoing effort: audits, schema deployment, baseline tracking, roadmap creation. Price setup separately or build the cost into the first 3 months.
Unlimited Queries Scope
Prompts are the main cost driver for AI visibility. $1 per prompt per month can sound doable, until you've committed to track 500+.
Absorbing Tool Costs
AI visibility tools cost $150+/month per client. Schema validators, crawl tools, content optimization software add up fast. Build these into your pricing or watch your margins erode.
No Content Limits
“Unlimited content optimization” = unlimited scope creep. Define clear deliverables: 8 new articles, 15 page refreshes, 5 schema implementations per month.
Margin Calculator
Calculate Your True Margin
$3,300
Total Cost
$1,700
Gross Profit
34%
Margin
Upsell Triggers to Listen For
Once clients see early citation wins, these conversations open up naturally. Listen for these signals and have your expanded scope ready.
If you hear
“We're seeing citation gains, want to expand”
Then offer
Add 30 more tracked queries + content
If you hear
“Competitors are catching up”
Then offer
Digital PR / citation building package
If you hear
“We're launching in a new market”
Then offer
Multi-market AEO expansion
If you hear
“Can you help with our product pages?”
Then offer
E-commerce AEO (product schema, feeds)
If you hear
“We want to track more platforms”
Then offer
Full platform coverage (add Copilot, Gemini, AI Overviews)
If you hear
“Our CEO wants executive reporting”
Then offer
Monthly strategy call + executive dashboard