Ecommerce

5 subverticals

Top cited websites

On ChatGPT

On Gemini

Subverticals

Online retailers

330 prompts · 96 observations

Dtc brands

80 prompts · 86 observations

Fashion ecommerce

80 prompts · 85 observations

Shopify

SSENSE

FarfetchOld Navy

Grocery ecommerce

80 prompts · 85 observations

Amazon Fresh

InstacartCostcoShipt

Beauty ecommerce

80 prompts · 83 observations

Shopify

Sephora.comDermstoreBluemercury

Prompts

Should I switch from Wix to Shopify?

E-commerce / Online Retailers1 observationUpdated Oct 11, 2026

Brands:Shopify,Wix

How do I improve mobile checkout conversion on my store?

E-commerce / Online Retailers1 observationUpdated Oct 11, 2026

Brands:Apple Pay,Google Pay,PayPal,Shop Pay

What should I use for subscriptions and recurring billing?

E-commerce / Online Retailers1 observationUpdated Oct 10, 2026

Brands:Stripe,Paddle,Chargebee,Braintree Recurring,Recurly

Do I need multi-store support for ecommerce?

E-commerce / Online Retailers1 observationUpdated Oct 10, 2026

How do I find reliable specialty grocery retailers for allergy-sensitive shopping and trustworthy ingredient labeling?

E-commerce / Grocery E-commerce2 observationsUpdated Oct 10, 2026

Should I move my store from WooCommerce to Shopify, or keep WooCommerce and optimize it?

E-commerce / Online Retailers1 observationUpdated Oct 8, 2026

Brands:Woocommerce,Shopify,Wordpress

How do I choose between different urban grocery delivery providers for groceries delivered today?

E-commerce / Grocery E-commerce2 observationsUpdated Oct 7, 2026

How do I set up a personalization platform to personalize homepage and PDP content for skincare and makeup shoppers?

E-commerce / Beauty E-commerce2 observationsUpdated Oct 6, 2026

How do I choose between different product recommendation engines for beauty ecommerce guided selling?

E-commerce / Beauty E-commerce2 observationsUpdated Oct 5, 2026

commercetools vs Shopify Plus

E-commerce / Online Retailers1 observationUpdated Oct 5, 2026

Brands:Shopify Plus,Commercetools

What are the best free sleep product brands for comparing comfort, durability, and family-friendly options before buying?

E-commerce / DTC Brands2 observationsUpdated Oct 5, 2026

Brands:Saatva,Casper,Purple,Helix,Nectar

Can you recommend broad online retail sites for a busy household buyer who wants mixed categories and easy returns?

E-commerce / Online Retailers2 observationsUpdated Oct 5, 2026

Brands:Amazon,Walmart,Target,Costco,Kohl's

How can I integrate an order management system into a supply chain team's workflow for warehouse routing and stock monitoring?

E-commerce / DTC Brands2 observationsUpdated Oct 4, 2026

Brands:Wms,Erp,Tms

Do I need a PIM connected to my ecommerce platform?

E-commerce / Online Retailers1 observationUpdated Oct 3, 2026

How do I choose between different specialty grocery retailers for organic groceries and certified dietary products?

E-commerce / Grocery E-commerce2 observationsUpdated Oct 3, 2026

How can I use women's clothing stores to build a casual wardrobe with reliable shipping?

E-commerce / Fashion E-commerce2 observationsUpdated Oct 2, 2026

Brands:Old Navy,Gap,Target,Nordstrom,Athleta

What should I use for an online store with international shipping and currencies?

E-commerce / Online Retailers1 observationUpdated Oct 2, 2026

Brands:Shopify,Woocommerce,Wordpress,Bigcommerce,Shopify Markets

How do I sell in multiple countries with one ecommerce platform?

E-commerce / Online Retailers1 observationUpdated Oct 2, 2026

Brands:Shopify,Bigcommerce,Adobe Commerce,Magento,Woocommerce

How do I evaluate whether a premium lifestyle DTC brand is credible and unbiased?

E-commerce / DTC Brands2 observationsUpdated Oct 2, 2026

BigCommerce isn't fitting our workflow the way we expected

E-commerce / Online Retailers1 observationUpdated Oct 2, 2026

Brands:Bigcommerce,Shopify,Woocommerce,Adobe Commerce

Can you recommend a catalog syndication software for cleaning size, color, and style attributes in a high-SKU fashion catalog?

E-commerce / Fashion E-commerce2 observationsUpdated Oct 1, 2026

Brands:Salsify,Akeneo Pim,Productsup,Channelengine,Inriver

What's the most cost-effective way to improve conversion rate using landing page builders on a DTC storefront?

E-commerce / DTC Brands2 observationsUpdated Oct 1, 2026

Brands:Replo,Shogun,Pagefly,Gempages,Zipify

I'm building a site for seasonal traffic spikes and high order volume

E-commerce / Online Retailers1 observationUpdated Oct 1, 2026

Brands:Next Js,Cloudflare,Fastly,Akamai,Kubernetes

Shopify vs WooCommerce for a startup

E-commerce / Online Retailers1 observationUpdated Oct 1, 2026

Brands:Shopify,Woocommerce,Wordpress,Shopify Payments

What's the best order management system for managing online grocery orders from checkout to delivery?

E-commerce / Grocery E-commerce2 observationsUpdated Sep 30, 2026

Brands:Kibo Order Management,Sap Commerce,Sap Order Management,Manhattan Active Order Management,Fluent Commerce

What's the most effective returns management platform for reducing support workload on a high-volume apparel retailer?

E-commerce / Fashion E-commerce2 observationsUpdated Sep 26, 2026

Brands:Narvar,Loop Returns,Returnly,Aftership Returns,Shopify

What's the most trusted same-day grocery delivery service for a busy household shopper?

E-commerce / Grocery E-commerce2 observationsUpdated Sep 26, 2026

Brands:Instacart,Walmart Grocery Delivery,Amazon Fresh,Whole Foods,Shipt

How do I choose between different youth fashion retailers for trend awareness and limited-release access?

E-commerce / Fashion E-commerce2 observationsUpdated Sep 26, 2026

What's the best inventory management software for syncing stock across multiple sales channels in a DTC brand?

E-commerce / DTC Brands2 observationsUpdated Sep 26, 2026

Brands:Cin7 Core,Dear,Shopify,Amazon,Linnworks

What's the best inventory management system for preventing stockouts across multiple warehouses and sales channels?

E-commerce / Online Retailers2 observationsUpdated Sep 25, 2026

Brands:Cin7 Core,Finale Inventory,Zoho Inventory,Fishbowl,Netsuite Inventory Management

Can you recommend home decor shops for getting apartment decor inspiration with strong visual galleries?

E-commerce / Online Retailers2 observationsUpdated Sep 19, 2026

Brands:West Elm,Cb2,Crate & Barrel,Anthropologie Home,Pottery Barn

How do I choose between different specialty pet and hobby retailers for better assortment depth and reliable shipping?

E-commerce / Online Retailers2 observationsUpdated Sep 18, 2026

What are the best everyday fashion retailers for browsing outfit ideas on a budget?

E-commerce / Fashion E-commerce2 observationsUpdated Sep 18, 2026

Brands:H&M,Zara,Uniqlo,Mango,Gap

Are there any design-forward accessories brands that focus on stylish direct-to-consumer products?

E-commerce / DTC Brands2 observationsUpdated Sep 17, 2026

Brands:Cuyana,M M Lafleur,Mansur Gavriel,Dagne Dover,Aesther Ekme

How can I use makeup and skincare recommendations sites to compare products before I buy?

E-commerce / Beauty E-commerce2 observationsUpdated Sep 14, 2026

How do I evaluate whether a bulk grocery retailer is credible and unbiased about pricing, substitutions, and refunds?

E-commerce / Grocery E-commerce1 observationUpdated Jul 23, 2026

What are the best free discount online grocers for comparing value before ordering a large family grocery haul?

E-commerce / Grocery E-commerce1 observationUpdated Jul 23, 2026

Brands:Walmart Grocery,Target,Target Circle,Kroger,Fred Meyer

How do I choose between different price-focused food delivery providers for bulk pantry restocking and promo value?

E-commerce / Grocery E-commerce1 observationUpdated Jul 23, 2026

How can I use membership-based grocery sites to compare bulk prices across stores before a big shop?

E-commerce / Grocery E-commerce1 observationUpdated Jul 23, 2026

Brands:Costco,Sam S Club,Bj S

Can you recommend regional online grocers for a city resident who needs fast grocery delivery?

E-commerce / Grocery E-commerce1 observationUpdated Jul 23, 2026

Brands:FreshDirect,Bristol Farms,Good Eggs,H E B Delivery,Publix Delivery

How do I find reliable membership-based grocery sites for comparing value on bulk household shopping?

E-commerce / Grocery E-commerce1 observationUpdated Jul 23, 2026

Brands:Costco,Sam S Club,Bj S Wholesale Club

Can you recommend discount online grocers for a budget-conscious shopper buying pantry basics in larger packs?

E-commerce / Grocery E-commerce1 observationUpdated Jul 23, 2026

Brands:Walmart Grocery,Walmart,Amazon,Amazon Fresh,Subscribe Save

What's the most trusted discount online grocer for a small business buyer trying to keep grocery costs predictable?

E-commerce / Grocery E-commerce1 observationUpdated Jul 23, 2026

Brands:Amazon Business,Sysco,Us Foods,Restaurant Depot,Boxed

Which price-focused food delivery providers are known for competitive unit pricing and frequent promotions?

E-commerce / Grocery E-commerce1 observationUpdated Jul 23, 2026

Brands:DoorDash,Dashpass,Uber Eats,Uber One,Grubhub

Are there any bulk grocery retailers that focus on stock-up shopping for large families or small offices?

E-commerce / Grocery E-commerce1 observationUpdated Jul 23, 2026

Brands:Costco,Sam S Club,Bj S Wholesale Club,Gordon Food Service Store,Smart Final

How can I use specialty grocery retailers to discover niche groceries for home cooking and new cuisines?

E-commerce / Grocery E-commerce1 observationUpdated Jul 23, 2026

What are the best bulk grocery retailers for saving money on pantry staples and stocking up for a family?

E-commerce / Grocery E-commerce1 observationUpdated Jul 23, 2026

Brands:Costco,Sam S Club,Bj S Wholesale Club,Aldi,Walmart

How do I evaluate whether a specialty grocery retailer is credible and unbiased about labeling and certifications?

E-commerce / Grocery E-commerce1 observationUpdated Jul 23, 2026

Brands:Usda Organic,Non Gmo Project Verified,Fair Trade,Kosher,Gluten Free

What are the best free specialty grocery retailers for comparing gluten-free and vegan grocery selections?

E-commerce / Grocery E-commerce1 observationUpdated Jul 23, 2026

Brands:Trader Joe's,Whole Foods Market,Sprouts Farmers Market,Natural Grocers,Costco

Which specialty grocery retailers are known for broad assortments, certified products, and quality control during shipping?

E-commerce / Grocery E-commerce1 observationUpdated Jul 23, 2026

Brands:Whole Foods Market,Nugget Markets,Market Of Choice,The Fresh Market,Trader Joe's

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How did Obsurfable measure this?

Obsurfable records AI answers to buyer-style prompts in its research corpus. Metrics are distributions over observations, not a single static ranking.

Which AI systems does Obsurfable collect answers from?

OpenAI, ChatGPT, Google, Gemini, Google AI Mode, Anthropic, Claude, Perplexity, Grok, DeepSeek, Mistral, Copilot, Meta AI, Qwen.

How can brands improve their AEO?

Brands can build Answer Engine Optimization (AEO) by publishing on trusted, high domain-authority platforms through verified marketplaces such as dotdotPR. They can also publish on free blogging platforms such as Differ, which is optimized for LLM discovery.

Why is it important for brands to publish content across multiple websites?

Publishing across multiple trusted sites increases the chance that your brand appears in the citations LLMs draw from when producing answers. Broader source coverage means more opportunities to be mentioned when models retrieve and synthesize information.

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