Get your PDPs recommended by ChatGPT, Gemini, Claude and PerplexityChatGPTGeminiClaudePerplexity

Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO) are methodologies designed to make your products and content the preferred, cited sources in AI-generated answers across engines like ChatGPT, Google Gemini, Claude, and Perplexity. Unlike traditional SEO (which optimizes for blue link clicks), AEO focuses on brand persistence and product recommendations during conversational shopping journeys.

Traditional SEO focuses on single-turn keyword rankings, backlinks, and search engine crawling. AEO focuses on multi-turn conversational context, entity extraction, structured product data, and Bayesian probability of citation. Traditional SEO asks "Does my page rank on page 1?", while AEO asks "Does ChatGPT recommend my SKU on Turn 3 when a buyer asks for specific features under $200?" On a product page, that means getting the SKU named in the answer and keeping it on the shortlist until the buyer decides.

E-commerce buyers rarely buy on the first query. In AI chat interfaces, shoppers refine their search across 3 to 5 conversational turns (for example, Turn 1: "Best hiking boots", Turn 2: "Which ones fit wide feet?", Turn 3: "Under $150 with free returns"). Standard tools only check Turn 1, missing the fact that 70%+ of products drop out by Turn 3. Analytika tracks brand persistence across the entire multi-turn buyer journey.

The BEACON Engine (Bayesian Engine for Answer Convergence in Optimized N-space) was developed by engineers from IIT Delhi. It runs millions of automated probes against AI search models to simulate how algorithms retrieve, evaluate, and cite product details. This allows brands to pre-test PDP (Product Detail Page) changes and know their citation probability before publishing them live.

Either. We can hand your team page-level changes ranked by impact, or our team can ship them for you. Every change is simulated before it goes live.

Analytika is the industry's first multi-turn analytics dashboard for AI search. It provides SKU-level visibility into your brand's Share of Recommendation (SoR), citation frequency, competitor displacement rates, and attribute gaps across all major AI answer engines.

AEOsim actively probes and analyzes ChatGPT, Gemini, Claude, and Perplexity. We run the same buyer conversations on each engine and report them side by side:

• OpenAI: ChatGPT (GPT-6)
• Google: Gemini 4 Argon, Google AI Overviews
• Anthropic: Claude Sonnet 5.5
• Perplexity: Pro Search (Sonar)

No. AEOsim operates via external synthetic probing, schema analysis, and API integrations. We do not require invasive tracking scripts on your storefront.

There's no minimum. We work at the category and template level first, so the same process scales from a few hundred SKUs to 100,000+ product pages. For large catalogs, Item Response Theory (IRT) and automated clustering group SKUs by entity structure and taxonomy, so optimization covers the catalog without a manual edit on every page.

Yes. AEOsim works seamlessly alongside any CMS or e-commerce stack (Shopify Plus, Magento, Adobe Commerce, Salesforce Commerce Cloud, Commercetools, or custom React/Next.js builds).

Brands optimizing for AI search typically see:

• 3x to 5x increase in AI Search Citation Share.
• Higher conversion rates: AI-referred traffic converts significantly higher than traditional organic search because the buyer has already been pre-qualified through AI recommendations.

We track citations and recommendation share per SKU, then connect AI referrals to orders in your analytics, so you see the uplift in orders, not just mentions.

Yes. AEOsim offers an Agency Partner Program that allows agencies to provide white-labeled multi-turn AI search audits, client dashboards, and BEACON-driven PDP optimization plans to their enterprise clients.

AEOsim's Attribute Gap Analysis identifies missing or conflicting structured data (pricing, return policy, active ingredients, dimensions) across your web properties. By restructuring your PDP schema and answer blocks, we ensure AI engines parse verified, authoritative brand facts.

Once optimized PDP content and structured schemas are indexed by AI crawlers, brands typically observe measurable improvements in AI citation rates within 14 to 30 days.

You can request a Free Mini Visibility Scan or book a live engineering demo directly on AEOsim.com. The scan shows your current performance on ChatGPT, Gemini, and Claude for simulated user chats, and our team will analyze your top SKUs against competitors.