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What AI said about ecommerce platforms in September 2026

The complete point-in-time record: the question asked, every verbatim answer from the 9 AI models that responded, and the ranking computed from them. Captured September 1, 2026; the answers are immutable.

In September 2026, Shopify was the brand AI recommended most for ecommerce platforms, named by 7 of 9 AI models.

The September 2026 ranking

as captured: by AI Recommendation Score
RankBrandScore
1Shopifysteady63
2WooCommercesteady58
3BigCommercesteady54
4Wixsteady47
5Squarespace▲ 146
6Adobe Commerce▼ 139
8Square Online▲ 324
9Ecwidnew16
Only 9 brands earn a consensus from 2 or more AI models.

How this record was captured · 9 AI models · 18 calls

Each AI model was asked the same buyer question, once (18 calls in total):

What are the best ecommerce platforms? Recommend the top brands or products that people actually use.

ChatGPTChatGPTgpt-5.5-2026-04-23
ClaudeClaudeclaude-sonnet-5
Geminigemini-3.5-flash
PerplexityPerplexitysonar
DeepSeekDeepSeekdeepseek-v4-flash
GrokGrokgrok-4.3
CopilotCopilotconsumer surface
Google AIGoogle AIconsumer surface
AI ModeGoogle AI Modeconsumer surface

Captured September 1, 2026 · snapshot 4f9c2857-aaa8-46a8-906b-fcb97d3ec8b3 · region global

How each AI ranked them

average position per AI model, September 2026

6 of the 7 AI models place Shopify first; Grok prefers WooCommerce.

BrandChatGPTChatGPTClaudeClaudePerplexityPerplexityDeepSeekDeepSeekGrokGrokCopilotCopilotAI ModeGoogle AI Mode
Shopify#1#1#1#1#2#1#1
WooCommerce#2#2#2#2#1#3#2
BigCommerce#3#3#4#7#7#2#4
Wix#4#4#3#6#4#3
Squarespace#5#5#5#5#5#5
Adobe Commerce#6#6#3#5#7

Every captured answer

9 answers · verbatim
ChatGPTChatGPTread

Here are the best ecommerce platforms people actually use in 2026, with my practical recommendations.

Short answer:

  • Best overall for most businesses: Shopify
  • Best if you already use WordPress: WooCommerce
  • Best for mid-market / B2B / large catalogs: BigCommerce
  • Best easy website + small store: Wix
  • Best design-led creator/brand site: Squarespace
  • Best for complex enterprise builds: Adobe Commerce / Magento, Salesforce Commerce Cloud, or Shopify Plus

Usage data backs up that shortlist: HTTP Archive’s 2025 ecommerce report found WooCommerce, Shopify, Squarespace Commerce, Wix eCommerce, PrestaShop, Magento, and BigCommerce among the most detected ecommerce platforms, with WooCommerce and Shopify leading by a wide margin. BuiltWith’s current ecommerce-technology distribution also shows Shopify, WooCommerce Checkout, Shopify Plus, Magento, Wix Stores, Squarespace, Salesforce Commerce Cloud, and BigCommerce among widely detected commerce technologies. (almanac.httparchive.org)

RankPlatformBest forWhy I’d pick itMain drawback
1ShopifyMost small-to-mid-sized ecommerce brandsEasiest strong default: hosting, checkout, payments, themes, POS, apps, shipping, marketing, and scaling in one place. Shopify also has a huge app ecosystem—its app store says it has over 16,000 apps. (apps.shopify.com)Monthly cost + app costs add up; third-party payment fees can apply if you don’t use Shopify Payments. (shopify.com)
2WooCommerceWordPress sites, content-heavy stores, owners who want controlMost common detected ecommerce platform in HTTP Archive’s 2025 data, with 35.4% of detected ecommerce sites across desktop/mobile. Great flexibility and ownership. (almanac.httparchive.org)You manage hosting, updates, security, plugin compatibility, and performance. WooCommerce’s own pricing page notes hosting typically runs $25–$350/month for most stores, plus paid extensions if needed. (woocommerce.com)
3BigCommerceGrowing stores, B2B, complex catalogs, teams wanting SaaS without ShopifyStrong built-in ecommerce feature set; better fit than Shopify for some catalog/B2B use cases. G2’s 2026 picks call it best for “growing mid-market and B2B brands.” (learn.g2.com)Smaller ecosystem than Shopify; pricing now depends on trailing-12-month GMV thresholds and can upgrade as sales grow. (bigcommerce.com)
4Wix eCommerceBeginners, service businesses, simple product catalogsVery easy site builder with commerce built in. HTTP Archive shows Wix eCommerce as one of the top platforms, at 7.8% of detected ecommerce sites across desktop/mobile in 2025. (almanac.httparchive.org)Not my first choice for serious scaling, complex inventory, or deep ecommerce operations.
5Squarespace CommerceDesign-first brands, creators, portfolios, small catalogsBest when brand presentation matters more than complex operations. HTTP Archive shows Squarespace Commerce at 9.1% of detected ecommerce sites across desktop/mobile. (almanac.httparchive.org)Less flexible than Shopify/WooCommerce/BigCommerce for advanced ecommerce workflows.
6Adobe Commerce / MagentoEnterprise stores with custom requirementsStill widely used in enterprise and complex catalogs; G2’s 2026 list positions Adobe Commerce for enterprise brands with complex catalogs, multi-site operations, and deep customization. (learn.g2.com)Expensive and developer-heavy. Not ideal for a lean small business.
7Salesforce Commerce CloudEnterprise brands already using SalesforceBest if your company is already deep in Salesforce CRM, Marketing Cloud, Service Cloud, etc. G2’s 2026 list recommends it for enterprise brands managing B2C/B2B commerce inside the Salesforce ecosystem. (learn.g2.com)Enterprise pricing, implementation complexity, and agency/developer dependence.

My actual recommendation

If you want the safest default, choose Shopify. It is the best “I want to sell products online and not fight the tech stack” platform. It is widely used, easy to launch, has strong checkout, good themes, built-in hosting, POS options, and a massive app ecosystem. (shopify.com)

Choose WooCommerce if you already have a WordPress site, care a lot about SEO/content, want maximum control, or want to avoid being locked into a hosted SaaS platform. It is powerful, popular, and flexible—but you need to be comfortable owning the technical side or paying someone who is. (woocommerce.com)

Choose BigCommerce if you have a larger catalog, B2B needs, multiple channels, or want a more ecommerce-native SaaS platform with more built-in capability than beginner builders. Just pay attention to its GMV-based plan thresholds. (bigcommerce.com)

Choose Wix or Squarespace only if your store is relatively simple and your priority is getting a good-looking site live quickly. Wix is better for general small-business site building; Squarespace is better for polished visual brands, creators, and service/product hybrids. (almanac.httparchive.org)

For enterprise, shortlist Shopify Plus, Adobe Commerce, and Salesforce Commerce Cloud. Shopify Plus is usually the more modern, faster-to-operate option; Adobe Commerce is better for heavy customization; Salesforce Commerce Cloud makes sense when Salesforce is already your core customer-data platform. G2’s 2026 ecommerce roundup includes Shopify, Salesforce Commerce, WooCommerce, BigCommerce, Wix Studio, and Adobe Commerce as leading picks for different buyer types. (learn.g2.com)

Simple decision guide

  • New DTC brand selling physical products: Shopify
  • Existing WordPress site: WooCommerce
  • Small local business / simple catalog: Wix
  • Creator, portfolio, design-led small brand: Squarespace
  • B2B, large catalog, multi-channel: BigCommerce
  • Enterprise with developers and custom workflows: Adobe Commerce / Magento
  • Enterprise already on Salesforce: Salesforce Commerce Cloud
  • Fast-growing brand wanting enterprise without old-school complexity: Shopify Plus

If you’re starting from scratch and don’t have unusual requirements, I’d pick Shopify first, test the business, and only consider WooCommerce/BigCommerce/enterprise platforms if you have a specific reason.

ClaudeClauderead

Best Ecommerce Platforms in 2026

Based on current usage data and expert reviews, here's how the major platforms stack up:

🏆 Shopify — Best Overall / Best for Scaling

Shopify is the most popular ecommerce platform in the world, launched in 2004, hosting over 1 million eshops. It's best all-around and best for scaling brands, known for its app ecosystem, checkout strength, and multichannel reach. In terms of market dominance, Shopify powers roughly a third of hosted commerce and keeps extending its lead in 2026 — though a competing data point notes WooCommerce powers 36% of eCommerce sites while Shopify holds 28% market share.

Trade-off: the tradeoff is platform fees, Shopify Payments lock-in, and rising app-subscription creep that can exceed license fees at scale.

🛍️ WooCommerce — Best for WordPress / Open Source

WooCommerce is the clear winner for WordPress sites, as it's the native plugin — with just a few clicks, you can turn your existing WordPress site into an ecommerce store. It's ideal for content-heavy brands wanting full WordPress control, though it provides full ownership and flexibility, but requires strong technical management and hosting discipline.

🏢 BigCommerce — Best for Complex Catalogs & B2B

BigCommerce offers built-in commerce depth, with native B2B and selling features that reduce plugin dependence. It's often better suited for businesses with complex catalogs, B2B needs, or flexible payment requirements, and integrates well with sales channels like Google Shopping, Facebook, price comparison engines, Amazon, and Etsy.

🎨 Wix — Best All-in-One Builder (especially for beginners)

According to TechRadar's extensive testing, Wix wins the top spot — its AI website builder makes it super easy to launch an online store, with advanced ecommerce features to quickly build, launch, and grow. It's particularly strong for beginners and small businesses, for speed to launch and low entry cost.

✨ Squarespace — Best for Design-Led Creators

Squarespace Commerce is best for design-led creators, and works well for small creative businesses that need a polished storefront without technical overhead.

💻 Adobe Commerce (Magento) — Best for Enterprise

Adobe Commerce is best for enterprise and developer control. It is built for complex, high-volume B2B and B2C catalogs with multi-site support, but offers the deepest technical capabilities while usually being too expensive and complex for most SMBs.

💳 Square Online — Best for Retail/Point-of-Sale Integration

Recommended particularly for businesses already using Square hardware for in-person retail, offering strong retail integration alongside Shopify for scaling, BigCommerce for complex catalogs, and WooCommerce for WordPress.


Quick Recommendation Guide

Your SituationBest Pick
Just starting out, want it fast & easyWix or Square Online
Want the biggest ecosystem/app storeShopify
Already have a WordPress siteWooCommerce
Large inventory, B2B, or wholesaleBigCommerce
Design-forward brand/creative business**Squar
Geminiread
PerplexityPerplexityread

The best ecommerce platform for most people is Shopify; it shows up repeatedly as the top overall choice across recent reviews and is also described as the most popular platform, with WooCommerce, Wix, BigCommerce, and Squarespace as the other major brands people actually use.

If you want the shortest practical recommendation:

  • Shopify — best overall for most stores, especially if you want the easiest path to launch and scale.
  • WooCommerce — best if you already use WordPress and want maximum control.
  • Wix — best for beginners and small businesses that care about design flexibility.
  • BigCommerce — best for larger catalogs, high-volume selling, and multichannel growth.
  • Squarespace — best for visually polished stores, creatives, and portfolio-style brands.
  • Square Online — best if you sell in person and online and want one system.

A more detailed way to choose:

PlatformBest forWhy people use it
ShopifyGeneral ecommerce, scaling brands, dropshippingBroad app ecosystem, strong ease of use, and frequent “best overall” rankings.
WooCommerceWordPress usersFull control and customization through WordPress.
WixBeginners, small businesses, design-heavy sitesSimple setup and flexible site design.
BigCommerceHigh-volume or larger businessesStrong multichannel and inventory capabilities.
SquarespaceCreators, small stylish storesGood-looking templates and simple store building.
Square OnlineRetailers selling both online and offlineUseful for businesses already using Square POS.

If you want the most widely used, safest default pick, choose Shopify. If you want the lowest-friction option for an existing website, choose WooCommerce for WordPress or Ecwid for adding commerce to a current site.

DeepSeekDeepSeekread

Here are the best ecommerce platforms based on real-world usage, popularity, and what they’re best suited for.

🏆 Overall Best & Most Popular

1. Shopify

  • Best for: Most small-to-medium businesses, dropshipping, and scaling brands
  • Why people use it: Dead-simple setup, huge app store, reliable hosting, excellent payment processing (Shopify Payments)
  • Limits: Transaction fees if you don’t use Shopify Payments; advanced customization requires coding/paid apps
  • Who uses it: Gymshark, Allbirds, Kylie Cosmetics (early days), millions of SMBs

💻 Best for WordPress Users / Full Control

2. WooCommerce

  • Best for: People who already use WordPress or want total ownership & flexibility
  • Why people use it: Free core plugin, unlimited customization, full control over data and design, massive plugin ecosystem
  • Limits: You handle hosting, security, backups, and maintenance yourself; costs add up with extensions
  • Who uses it: Over 30% of all online stores — used by small shops to large brands

🏢 Best for Enterprise / Large Brands

3. Adobe Commerce (formerly Magento)

  • Best for: Large catalogs, B2B, complex multi-store operations
  • Why people use it: Extremely scalable, robust built-in features, multi-currency/multi-language, advanced B2B capabilities
  • Limits: Expensive (licensing + developer costs), requires technical expertise
  • Who uses it: Coca-Cola, Ford, Land Rover, Nestlé

4. Salesforce Commerce Cloud

  • Best for: Huge brands that need deep CRM integration and AI-driven personalization
  • Why people use it: Cloud-hosted, enterprise-grade, strong order management, great for omnichannel
  • Limits: High cost, steeper learning curve
  • Who uses it: Adidas, Ralph Lauren, Sephora (online), Puma

🎨 Best for Design-Focused Stores / Non-Techies

5. Squarespace

  • Best for: Creatives, artists, small stores, portfolios with ecommerce
  • Why people use it: Gorgeous templates, all-in-one hosting, simple interface
  • Limits: Fewer ecommerce features than Shopify/WooCommerce, limited scalability
  • Who uses it: Independent designers, photographers, small product sellers

6. Wix

  • Best for: Very small shops, local businesses, beginners
  • Why people use it: Drag-and-drop builder, affordable, easy to start
  • Limits: May need apps for advanced features; can feel clunky with larger catalogs
  • Who uses it: Small boutiques, artisans, service-based businesses

🚀 Best for Fast-Launch Brands & Content + Commerce

7. BigCommerce

  • Best for: SMBs that plan to scale without changing platforms
  • Why people use it: Built-in features (fewer apps needed than Shopify), great SEO, no transaction fees on most plans
  • Limits: Temples less flexible; some features have extra costs
  • Who uses it: Ben & Jerry’s, Skullcandy, Nesty

📦 Quick Comparison

PlatformEase of UseBest ForPricing (approx)
Shopify⭐⭐⭐⭐⭐Most online stores$29–$399/mo + fees
WooCommerce⭐⭐⭐WordPress usersFree plugin (hosting $5–$50/mo+)
BigCommerce⭐⭐⭐⭐Scaling SMBs$39–$399/mo
Squarespace⭐⭐⭐⭐⭐Design-first small shops$23–$49/mo
Wix⭐⭐⭐⭐Beginners / tiny stores$17–$159/mo
Adobe Commerce⭐⭐Enterprise/B2BCustom (usually $20k+/yr)
Salesforce Commerce Cloud⭐⭐Large enterprisesCustom (expensive)

💡 Final Recommendation

  • Just start fast?Shopify
  • Already have WordPress?WooCommerce
  • Want design simplicity?Squarespace
  • Going enterprise?Adobe Commerce or Salesforce Commerce Cloud

Most people use Shopify because it balances ease of use, features, apps, and scalability — making it the safest default choice for a new online store.

GrokGrokread

The top ecommerce platforms by actual usage (as of mid-to-late 2026) are led by WooCommerce and Shopify globally, with Shopify dominating in the US and among growing or larger merchants.

These rankings draw from multiple trackers analyzing millions of live stores/websites (e.g., Store Leads tracking ~13.7M stores, HTTP Archive, BuiltWith/Store Leads aggregates, WMTips on 3.7M+ sites, and ShopRank). Data reflects detected installs or verified active stores rather than just marketing claims. Note that "market share" varies by metric: raw store/website count (where tiny sites inflate numbers) vs. GMV/revenue-weighted or top-traffic sites (where Shopify and enterprise options rise).

Top Platforms by Popularity/Usage

Here are the leaders people actually use, ranked roughly by prevalence:

  • WooCommerce — Often #1 globally (~33–39% share of detected ecommerce sites/stores; ~4M+ live stores). It powers a huge number of WordPress-based sites. It's free/open-source (core), highly customizable, and popular for cost-conscious users or those already on WordPress. Strong in global counts but trails Shopify in the US (~14%) and among higher-GMV merchants.

  • Shopify (including Shopify Plus) — #2 globally (~20–28% share; ~2.8–3M+ stores) but the clear leader in the US (~30% share) and among scaling businesses. It excels in ease of use, app ecosystem (thousands of integrations), hosting/security handled for you, and growth tools. Merchants like it for DTC brands, dropshipping, and multichannel selling. It processes massive GMV and shows strong net migration toward it.

  • Wix eCommerce — Significant share (often 4–24% depending on the tracker; hundreds of thousands to ~1M stores). Popular for beginners and small sites due to its drag-and-drop builder and all-in-one website + store tools. Strong in some regional or simpler setups.

  • Squarespace Commerce — Solid mid-tier player (~3–16% in various datasets; hundreds of thousands of stores). Favored for design-focused or creative brands with polished templates and content tools.

  • Others with notable usage:

    • Magento/Adobe Commerce and PrestaShop: Hundreds of thousands of stores each; more common for mid-to-large or complex needs (Magento especially in enterprise/B2B).
    • BigCommerce: Tens of thousands of stores; valued for larger catalogs, no/low transaction fees on third-party processors, and scalability.
    • Custom/propriety builds: Very common among the biggest retailers (e.g., Amazon, Walmart) and high-GMV enterprises.
    • Regional or niche options like 1C-Bitrix, OpenCart, Ecwid, Tiendanube, or Salesforce Commerce Cloud (fewer stores but often larger merchants).

Marketplaces like Amazon, eBay, or Shopee dominate consumer traffic and GMV but are separate from store-building platforms (though many merchants sell on both).

Recommendations by Use Case

  • Most small businesses or beginners: Shopify (easy setup, scalable from day one) or Wix/Squarespace (simpler design tools). WooCommerce if you're comfortable with WordPress and want lower upfront costs.
  • Scaling/growing brands or those needing integrations: Shopify (ecosystem and growth features win here).
  • WordPress users or maximum customization/control: WooCommerce.
  • Larger catalogs, B2B, or complex needs (no/low transaction fees): BigCommerce or Magento.
  • Enterprise/high-volume: Shopify Plus, Adobe Commerce, Salesforce Commerce Cloud, or custom solutions.

Key caveats: "Best" depends on your needs (budget, technical skill, catalog size, design priorities, location). Many sources note Shopify's edge in mindshare, merchant size, and growth, while WooCommerce leads raw counts due to its accessibility. Always check current pricing, fees (e.g., transaction fees on some plans), and test via trials/demos, as features evolve. Data is from 2026 trackers and can shift with new detections or migrations.

CopilotCopilotread

The most widely used and top‑rated ecommerce platforms are Shopify, BigCommerce, WooCommerce, Wix, Squarespace, Square Online, and Adobe Commerce, each dominating a different business use case.

If you want the short answer:

Shopify is the best all‑around and most popular for scaling brands. BigCommerce is best for complex catalogs and B2B. WooCommerce is the top open‑source option for WordPress users. Wix and Square Online are best for beginners and small stores. Adobe Commerce is best for enterprise‑level customization.

✅ The Top Ecommerce Platforms People Actually Use (Based on Testing & Reviews)

  1. Shopify — Best Overall & Most Popular

Best for: Small businesses, scaling brands, multichannel sellers Why it’s top‑rated:

Consistently ranked #1 across multiple evaluations. Strong all‑in‑one ecosystem, huge app marketplace, and excellent checkout. Works for beginners but scales to enterprise via Shopify Plus. Starting price: $5–$29/month depending on plan.

  1. BigCommerce — Best for Complex Catalogs & B2B

Best for: Mid‑market brands, B2B, multi‑storefront operations Why people choose it:

More built‑in features than Shopify, reducing reliance on apps. Strong variant handling, multi‑storefront, and no platform transaction fees. Starting price: $39/month.

  1. WooCommerce — Best Open‑Source & WordPress Integration

Best for: Content‑heavy brands, developers, SEO‑driven stores Why it’s widely used:

Free core plugin with full code control. Ideal for brands already on WordPress. Starting price: Free plugin (hosting required).

  1. Wix eCommerce — Best for Beginners Wanting Design Control

Best for: Small stores, solo sellers, non‑technical teams Why it’s popular:

500+ templates and drag‑and‑drop builder. Fast to launch and easy to manage. Starting price: $29/month.

  1. Squarespace Commerce — Best for Creators & Design‑Led Brands

Best for: Creators, portfolio‑driven brands, simple catalogs Why people use it:

Beautiful templates and strong brand‑building tools. Starting price: $16–$25/month.

  1. Square Online — Best for Retailers Selling In‑Person + Online

Best for: Brick‑and‑mortar stores, restaurants, local pickup/delivery Why it’s widely adopted:

Deep POS integration and free plan available. Starting price: Free or $49/month.

  1. Adobe Commerce (Magento) — Best for Enterprise Customization

Best for: Large catalogs, global brands, developer‑heavy teams Why enterprises use it:

Deep customization, multi‑site, multi‑language, and B2B power. Starting price: Custom enterprise pricing.

📊 Comparison Table (Based on Supplied Results)

Platform | Best For | Key Strength | Starting Price Shopify | All‑around, scaling brands | Huge app ecosystem, strong checkout | $5–$29/mo 1 BigCommerce | B2B, complex catalogs | Many native features, no transaction fees | $39/mo 1 WooCommerce | WordPress users | Full control, open source | Free + hosting 1 Wix | Beginners, small stores | Drag‑and‑drop design | $29/mo 1 Squarespace | Creators | Best design templates | $25/mo 1

🧭 How to Choose the Right One

Pick Shopify if you want the safest, most scalable choice. Pick BigCommerce if you have complex products or B2B needs. Pick WooCommerce if you want full control and already use WordPress. Pick Wix or Square Online if you want the fastest, simplest setup. Pick Adobe Commerce if you’re an enterprise with developers.

If you tell me your business size, catalog complexity, and whether you sell in‑person, I can recommend the single best platform for your exact situation.

Google AIGoogle AIread
AI ModeGoogle AI Moderead

The best e-commerce platforms vary depending on your business size, budget, and technical experience. Shopify and WooCommerce remain the dominant market leaders, powering the vast majority of active digital storefronts globally.

Here is a side-by-side comparison of the top platforms that online sellers actually use:

📊 E-Commerce Platform Comparison

➡️ Deep Dive into the Top Brands

Shopify: The Industry Benchmark: It is the undisputed go-to platform for serious direct-to-consumer (DTC) brands. It handles hosting, security, and payment processing entirely out of the box. Standout Feature: An unmatched app store with over 10,000 integrations to add marketing tools, custom pricing engines, or inventory tracking seamlessly. WooCommerce: Ultimate Control: Rather than being a standalone software-as-a-service (SaaS) platform, WooCommerce is a free open-source plugin built for WordPress. Standout Feature: Because you own the site and code entirely, you avoid monthly platform fees and can customize the checkout experience to look exactly how you want. Wix: Visual Simplicity: Wix has evolved into a powerhouse for small businesses looking for a gorgeous storefront without diving into code or complex backend systems. Standout Feature: Its unstructured drag-and-drop designer gives you absolute creative freedom over where text, images, and buy buttons sit on a page. BigCommerce: Built-in Power: Unlike Shopify, which relies on apps for complex setups, BigCommerce builds advanced features natively into its base plans. Standout Feature: Excellent native multi-channel sales integration, allowing you to manage listings on your own site alongside Amazon, eBay, and Walmart from one dashboard. Squarespace: Design First: Designed primarily for artists, photographers, and premium product boutiques who want to leverage sleek, clean layouts. Standout Feature: Exceptional visual presentation out-of-the-box that prioritizes product aesthetics and brand storytelling.

💡 Community Consensus On What to Choose

According to aggregated discussions on retail forums like Reddit's e-commerce community, experienced sellers emphasize that you should look at your team's skillset rather than searching for a universal "best" platform: Most users on Reddit agree that Shopify is best for those wanting a reliable, scalable setup quickly, while developers and teams seeking absolute data control lean heavily toward WooCommerce or headless options like commercetools.

To narrow this down for your business, tell me a little bit more about:

What type of products are you selling (physical goods, digital downloads, or custom services)? What is your comfort level with coding and website building? Do you already have an existing website or blog that you want to add a store onto?

Answers are stored verbatim at capture and never edited. They are the AI models’ words, not CiteHawk’s, published as the primary source behind this record.

This is an immutable monthly record of the CiteHawk AI Index. Cite it as “CiteHawk AI Index, September 2026 · ecommerce platforms” with the URL of this page. The live ranking shows the current month; the methodology explains exactly how scores are computed.