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Built for Retail

AI search visibility for retailers

AI search visibility for retailers is how stores and retail brands appear in AI answers about assortments, product choices, and shopping options. AEO Pal, the AEO & GEO platform, connects captured answers to cited sources and website fixes. Product-level AI Shopping Visibility and multiple-location tracking are available on Enterprise.

The buyer question

Is the buyer choosing a store or choosing a product?

A shopper asking where to compare desk lamps is choosing a retailer. A shopper asking which lamp fits a narrow desk is choosing a product. Keep retailer discovery, category comparisons, individual product questions, and fulfillment instructions in separate prompt groups so each finding has an appropriate page owner.

Store pages, product pages, and help articles can describe different parts of the same shopping journey. Inspect the cited URL before deciding what is missing. A category page may explain the assortment well while leaving pickup instructions unclear; a broad rewrite would miss the specific question that needs an answer.

Illustrative buyer prompts

What questions might buyers ask AI?

These fictional prompts and answer excerpts illustrate questions to investigate. They are not captured results or customer evidence.

Illustrative example · Fieldnote

Fictional brand · fieldnote.example

Which home-goods retailers should I compare in Austin?

Illustrative answer excerpt

A fictional answer includes Fieldnote and cites directory.example.

What to inspect: Inspect whether the answer concerns the store, the online assortment, or both, and record the selected capture location.

A source map to investigate

Which source types should your team inspect?

Start with the URLs actually credited in the captured answer. The source types below are a review guide, not a claim that every engine cites the same publishers or that any source guarantees a recommendation.

Category and product pages

Inspect category descriptions, filters expressed as readable information, product dimensions, variant names, and supporting FAQs. Match the page to the buyer’s decision rather than expecting a store introduction to answer every product question.

Store and fulfillment information

Review the official location page and help content for pickup, delivery scope, and practical instructions. The captured answer may cite a third-party listing; compare it with the source facts before proposing a change to the retailer’s site.

Shopping guides and discussions

Inspect credited comparison articles, retailer roundups, and discussions in context. Source Map exposes cited third-party URLs; Community & Press Sources on Agency and Enterprise adds cited community and publication analysis without implying that any source guarantees a recommendation.

Three practical use cases

How can your team use AEO Pal?

All plans

Separate store and product discovery

Organize prompts by topic and intent with AI Visibility Tracker. Live Capture stores the full consumer-interface answer, citations, and mentions. Ghost Citations identifies an unlinked brand mention so the team can distinguish being named from receiving a link to a relevant page.

All plans

Resolve the missing shopping answer

Use Coverage Gaps and AEO Audit to inspect category, product, and help pages. Content Studio follows Brand Rules, while Fix Queue lets the retailer approve proposed facts, schema, headings, and direct-answer blocks or authorize publishing to the connected site.

Enterprise only

Expand shopping or location scope

AI Shopping Visibility covers product-level AI shopping experiences and extraction-ready inventory, price, and variant data. Local Tracking supports multiple countries, states, cities, and ZIP codes. These are separate Enterprise capabilities; choose the scope based on the questions being investigated.

Locations and plan fit

Which tracking scope fits your brands?

Every plan allows one selected country, state, or city per brand. An Agency account supports five brands, each with its own location. A single retail brand with several stores needs Enterprise Local Tracking to capture across multiple locations at once; product assortment breadth does not alter that allowance.

Starter and Agency refresh daily across their four engines. The core audit, source, content, and publishing workflow is available on every plan; shopping-level and multiple-location capabilities require Enterprise.

AEO Pal brands and engine coverage by plan
PlanBrandsEngines
Starter1 brandChatGPT, Perplexity, Copilot, Gemini
Agency5 brands, each with its own locationChatGPT, Perplexity, Copilot, Gemini
EnterpriseUnlimited brandsChatGPT, Perplexity, Copilot, Gemini, Google AI Overviews, Google AI Mode, Grok, Claude

Compare response allowances, features, and billing on the AEO Pal pricing page.

Connect the next step

Which retail page should receive the proposed change?

Assign the finding to the page that owns the answer. Assortment questions belong with category information, dimensions with the product variant, and pickup questions with the relevant store or help page. Include the exact cited URL and the current official fact in the brief so a reviewer can assess the proposed change.

Native Publish Connectors support WordPress, Shopify, and Webflow on every plan. Compare later captured answers after an approved update without promising a ranking or sale. AI Traffic & Conversions uses GA4 and Google Search Console to connect identified AI referral sessions with measured leads and sales, keeping answer evidence separate from outcomes.

FAQ

Retail questions

Yes. Organize prompts around store choice, category discovery, individual products, and fulfillment questions, then inspect the answer and cited URL for each group. AI Visibility Tracker and Live Capture are included on every plan. This separation helps assign a finding to a location page, category page, product page, or help article.

No. Live Capture records an answer from the live consumer AI interface, including its citations and mentions. It is not a promise that an item is currently available for pickup. Review the retailer’s current product and fulfillment information before approving website content that describes availability, store instructions, or variants.

AI Shopping Visibility and multiple-location Local Tracking require Enterprise. Shopping covers product-level visibility and extraction-ready inventory, price, and variant data. Every plan can track ordinary answers from one country, state, or city per brand; tracking several locations or ZIP codes for the same brand is an Enterprise requirement.

Yes. Publish Connectors includes a native Shopify connection on every plan, alongside WordPress and Webflow. Fix Queue supports approval of individual proposed changes or authorized auto-publishing. Confirm product attributes, policy details, and location instructions with their owners before choosing which proposed updates should reach the connected retail website.

Explore related audience workflows

Start with your brand’s buyer questions.

Inspect what AI says, follow the sources, and choose the website changes to publish.
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