AI ChatGPT: 2027 Guide for Shopify Merchants

ChatGPT is an AI assistant built by OpenAI that generates text, answers questions, writes content, and holds multi-turn conversations based on natural language prompts.

Three in four business owners now use AI tools in some capacity, according to Shopify’s 2025 Business Strategy and Planning Survey. Store owners use ChatGPT to draft product descriptions, respond to customer inquiries, create marketing copy, and speed up business decisions.

This guide covers what ChatGPT is, how it works, and how to use it and similar AI tools in your business.

What is ChatGPT?

ChatGPT is an artificial intelligence (AI) tool developed by OpenAI that generates human-like text, answers questions, and holds “conversations” based on natural language prompts. It uses GPT (generative pre-trained transformer) models trained on a mixture of public, partner-provided, and human-provided or generated information.

OpenAI was founded as a nonprofit in 2015. Today, the nonprofit OpenAI Foundation controls OpenAI Group PBC, a public benefit corporation.

ChatGPT launched publicly in November 2022 and reached one million users within five days. It operates in a category that includes:

• Google’s Gemini
• Anthropic’s Claude
• Meta AI

What does GPT stand for?

GPT stands for “generative pre-trained transformer”:

• Generative: The model generates content from patterns learned during training and the context provided in a prompt.
• Pre-trained: It learned language patterns from a large dataset before being fine-tuned for conversation.
• Transformer: The underlying neural network architecture that allows the model to weigh relationships between words across long passages of text.

ChatGPT is a form of generative AI—software that produces new content (text, images, code) in response to a prompt.

How does ChatGPT work?

ChatGPT runs on a large language model (LLM)—a type of AI trained to predict the next word in a sequence based on patterns across large volumes of text.

The transformer architecture uses attention to weigh relationships between tokens in the available context. The model generates its response as a sequence of tokens.

An “attention” mechanism weighs relationships between words across long stretches of text. That’s what lets GPT follow nuanced instructions, hold context across a conversation, and adapt its tone to match the prompt.

OpenAI develops its models through pre-training, post-training, and ongoing evaluation, using a mixture of public, partner-provided, and human-provided or generated information. OpenAI first pre-trains models on large datasets to learn patterns in language and other information.

During post-training, techniques such as reinforcement learning from human feedback (RLHF) help refine their responses. In RLHF, people evaluate model outputs, and that feedback helps guide further training.

What are the key features of ChatGPT?

Here’s how businesses can use ChatGPT’s features and what each task requires.

Check whether your plan and workspace settings allow access to the features you need.

What’s new in ChatGPT

As of November 3, 2026, these recent ChatGPT updates offer new ways to prepare business materials and work with information:

• GPT-6 with Intelligent UI (October 7). ChatGPT can present interactive comparisons and calculators directly in a conversation. For example, ask it to compare supplier options or build a calculator to explore product pricing. The update applies to the Chat tab, with access subject to rollout and workspace settings.
• Collaborative Slides (October 16). Create a wholesale pitch or business update from notes and files, then edit the presentation with teammates in Space. You can present it in ChatGPT or export it. Access is rolling out to eligible Pro, Business, and Enterprise users with Space access.
• Interactive plugin panels (September 29). Compatible plugins can open app panels or file editors beside your conversation. You can review a business document while asking ChatGPT to revise it. Available features vary by plugin and require the relevant account connections and permissions.
• ChatGPT Images 2.5 (September 8). Use templates to develop promotional graphics or create an image from a sketch drawn on mobile. You can also share image prompts with colleagues so they can create their own versions. Templates are currently unavailable in Work mode.

OpenAI also announced GPT-6.1 Terra on October 26 for ChatGPT Work and Codex. The model handles tasks such as writing and interpreting visual information. Access is rolling out to eligible paid users under their existing usage limits.

ChatGPT pricing: free vs. paid plans

ChatGPT has a free plan with limits on file uploads and image generation. Paid plans have higher usage limits, with additional models and tools available at higher tiers.

Prices shown are in USD per user per month, billed monthly unless otherwise noted. Local prices may vary. Check OpenAI’s ChatGPT pricing page for current rates and plan details.

Model availability and usage limits vary by plan and account. Unlimited features are subject to abuse safeguards.

ChatGPT image generation

ChatGPT Images lets users generate images from prompts and edit uploaded images. Image generation is available across ChatGPT plans, with different usage limits.

Store owners can use ChatGPT prompts to generate images for:

• Mockups of packaging, labels, or branded materials before committing to print
• Social media graphics and promotional banners
• Lifestyle-inspired backgrounds for product photography
• Draft visual concepts to share with a designer or photographer

For product pages, AI-generated images don’t replace real product photography. Shoppers need accurate representations of color, texture, and scale to decide whether to buy. AI images work well for concept work and marketing assets, but high-quality ecommerce photography of the product remains the standard for listings.

Viral ChatGPT image prompts

OpenAI reported that more than 130 million users created over 700 million images in the first week after its new image generator launched in March 2025.

Example AI art prompts for each:

• Studio Ghibli portrait. “Wide-angle selfie of [subject], reimagined in Studio Ghibli animation style. Soft watercolor textures, lush green landscape, warm nostalgic lighting.”
• Action figure. “Create a realistic action figure of the person in this photo, displayed in a blister pack with accessories that reflect their job or hobbies.”
• Barbie doll. “Create a Barbie-style doll of the person in this photo in clear plastic box packaging. Include a name at the top and accessories that match their personality.”

For store owners, these formats show how a visual style AI trend can generate organic reach without paid media spend. The prompt supplies the style; the store owner supplies the brand context.

Shopify’s Tinker mobile app also lets you create and refine product images and videos. Upload a product photo, generate variations, and download the version you want to use. Check that the result accurately represents your product before publishing. Tinker is free to use, with monthly usage limits.

Limitations of ChatGPT

When using ChatGPT for business, keep the following considerations in mind:

• Hallucinations. ChatGPT can generate biased, plausible-sounding but factually incorrect answers. OpenAI acknowledges this directly; the interface displays the warning “ChatGPT can make mistakes. Consider checking important information.”
• Source verification. ChatGPT can provide citations when it searches the web. Open the linked sources to check that they substantiate the answer, and verify important factual claims before publishing or acting on them.
• Knowledge cutoff. A model’s training data ends at a particular point. For newer information, ChatGPT can use web search, connected tools, or material you provide in the conversation. Check which sources informed the answer.
• Context window limits. ChatGPT processes text within a finite context window—the amount of text it can consider at once. Very long documents or extended conversations may cause earlier content to drop out of the model’s active memory.
• Data privacy. OpenAI may use content from personal ChatGPT accounts to improve its models. Users can opt out of training on new conversations by turning off “Improve the model for everyone” under Settings > Data Controls. Business, Enterprise, and Edu workspace content is excluded from model training by default.
• Environmental impact. AI data centers, including those powering ChatGPT, are a significant source of energy consumption. MIT News reports that electricity demands and water consumption are among the key environmental consequences of generative AI.
• AI-detector reliability. Content written or edited with ChatGPT may be flagged by AI detection tools, with varying accuracy. No detector is fully reliable, and false positives can affect writers who use AI as a drafting aid.

How does ChatGPT compare to other AI tools?

ChatGPT competes with other generative AI tools including Claude, Perplexity, Gemini, Grok, DeepSeek, and Meta AI, and the right pick depends on the task. Here’s how some ChatGPT alternatives compare.

Claude vs. ChatGPT

Claude, built by Anthropic, and ChatGPT are two commonly used AI writing and reasoning tools for business. For enterprise use cases, a Menlo Ventures report found enterprises prefer Anthropic’s Claude over OpenAI’s models.

Both tools handle writing, summarization, coding, and analysis. Claude’s paid plans start at $20 per month and ChatGPT’s Plus plan is also $20 per month.

Perplexity vs. ChatGPT

Perplexity Search retrieves information from the web and presents answers with source links. It can help with market research, competitor lookups, and current pricing.

ChatGPT also searches the web and provides citations, including on the Free plan. It can search automatically when a question would benefit from current information. Both tools require source checking; a citation alone doesn't guarantee an answer is accurate.

Gemini vs. ChatGPT

Google’s Gemini and ChatGPT compete in the general purpose AI assistant market. In August 2026, ChatGPT recorded approximately twice Gemini’s web visits and 2.5 times its mobile monthly active users, according to a16z’s October 2026 report, using Similarweb and Sensor Tower data.

Gemini’s Google Workspace connection lets users find information in Gmail, Docs, and Drive and manage Google Calendar events. For merchants, that can mean summarizing supplier emails or checking details in a product document. Work accounts require the appropriate administrator settings.

Grok vs. ChatGPT

Grok is available through X, its website, and mobile apps. SpaceX’s June 2026 prospectus reported approximately 117 million monthly active users of Grok’s AI features as of March 31, 2026.

Grok can search public X posts and the web. Its Grok Bot integration with X, announced in August 2026, also lets connected users read their timelines and check mentions.

DeepSeek vs. ChatGPT

DeepSeek has a chat service and an API, and releases open-weight models that developers can download.

You can use its hosted chat service without running a model yourself. Review its answers, available tools, and data policies with ChatGPT for the business tasks you want to complete.

Meta AI vs. ChatGPT

Meta AI is available through WhatsApp, Instagram, Facebook, and Messenger. Meta also launched a standalone Meta AI app in April 2025.

Compare the tools available where you work. ChatGPT’s Shopify plugin has a specific option for working with your store from a conversation. Using Meta AI in a social app is a separate experience.

How to sign up for ChatGPT

ChatGPT is free to use and set up. Here’s how:

1. Go to chatgpt.com or get the app

ChatGPT is available at chatgpt.com on desktop, and as a free app on iOS and Android. You can try ChatGPT without an account—just type a prompt to get started. Creating an account saves your chat history and unlocks additional features.

2. Create an account

Select Sign up, choose an available signup method, and follow the verification prompts.

3. Set your preferences and start chatting

Go to Settings to adjust your data controls, manage memory, and add custom instructions that shape how ChatGPT responds.

Type a prompt in the text field to start a conversation. Use the thumbs down button below any response to flag unhelpful answers, or follow up in the same thread to refine results.

How to use ChatGPT for your Shopify business

You can use ChatGPT with information you provide, such as product details, supplier documents, or campaign notes. You can also connect Shopify to work directly with your store. The examples below show when each approach is useful.

To connect your store, install the Shopify plugin for ChatGPT in a desktop browser, sign in to Shopify, and approve access. Store updates require write access and the appropriate Shopify permissions.

Mention @Shopify when making a store request so ChatGPT uses the plugin. Make each request separately. Shopify’s plugin guide covers setup and available actions. Tasks such as drafting a supplier email from notes you provide require no Shopify connection.

If you’re starting a business, describe it and ask the Shopify plugin to create a starter store. Save it to a Shopify account, then complete setup in Shopify before selling.

Create marketing content

Use ChatGPT to draft product descriptions, social posts, blog articles, and campaign copy. Provide accurate product details, describe your audience, and include a sample of your brand’s writing to guide the tone.

Once connected with Shopify, you can work from an existing product:

@Shopify retrieve my lavender candle’s current description and propose a shorter version. Use only the product details already listed. Don’t save changes yet.

Check the proposed copy against your product specifications and brand voice. Once you’re satisfied, ask the plugin to save the approved description.

For content you’ll publish elsewhere, provide the source material yourself and transfer the approved copy to the relevant publishing tool. You can also ask ChatGPT to adapt an existing draft for another channel or proofread it before publication.

Draft customer-service responses

ChatGPT can help you draft replies using information you provide. Paste a customer’s message with personal details removed, add the relevant store policy or product information, and explain the response you need.

For a return request, try, “Draft a friendly reply to this return request using the policy below. Explain the next step, and flag any missing information rather than inventing an answer. Customer message: [message]. Return policy: [policy].”

You can also prepare answers to recurring questions. Provide your current policies and anonymized examples of customer inquiries, then ask, “Group these questions by issue. Using only the policy below, draft an FAQ answer for each group. Flag any question the policy does not answer: [policy and questions].”

Check each draft against the customer’s situation and your policies, including delivery estimates, return conditions, and other promises. Send approved replies through your usual support channel, or publish approved FAQ answers in your help center.

These prompts prepare support material. They don’t send messages, check orders, or process refunds.

Synthesize content and data

Upload a supplier document, report, or article and specify the information you need. “Summarize this supplier agreement’s minimum order quantities, lead times, payment terms, and cancellation conditions. Include page references and flag anything unclear.”

If ChatGPT cannot access a webpage, paste the relevant text or upload a copy you’re authorized to use. File and usage limits vary by plan. For a long document, request summaries of individual sections before asking for a combined summary.

For store performance, ask the connected Shopify plugin directly, “@Shopify summarize last month’s sales by product.”

Follow up with a specific question about anything you want to investigate. Check important conclusions against the original document or Shopify report.

Conduct market research

Use ChatGPT’s web search to investigate a specific market question, compare competitors, or identify assumptions to test.

Give the research a clear scope. “Research demand for refillable candles in the US. Separate evidence of customer demand from industry forecasts. Compare five relevant brands by price, positioning, and refill options. Link to sources and include publication dates.”

Open the sources and verify figures before relying on them. Check their dates, methods, and relevance to your market.

Use the findings to plan customer interviews, a landing-page test, or a small product trial. Research can inform your next experiment; demand for your particular offer still needs testing.

Draft emails and communications

Give ChatGPT the facts, recipient, and desired outcome when drafting supplier outreach, partnership pitches, or internal communications.

Try these prompts:

• Draft: “Write an email to our supplier asking to renegotiate wholesale pricing. Use these points and do not add commitments: [bullets].”
• Adjust the tone: “Rewrite this email in a warmer, more conversational tone: [draft].”
• Shorten: “Reduce this email to three sentences while keeping the main ask: [draft].”

Check names, dates, prices, and commitments, then send the approved message through your email tool.

Help shoppers discover products in ChatGPT

Bring your products into the conversation when shoppers turn to ChatGPT for ideas and recommendations. Through Shopify Catalog and Agentic Storefronts, eligible stores’ products can appear in shopping results for US customers, with product details, prices, and availability kept up to date.

Discovery is active by default for eligible stores—there’s no separate app, integration, or product feed to set up. Shoppers can discover your products in ChatGPT and complete their purchase through your online store checkout. There’s no additional selling fee, but standard payment processing fees apply.

Check your eligibility and settings under Sales channels > Agentic in Shopify admin. This shopping experience is separate from the Shopify plugin, which lets you manage your business in ChatGPT.

ChatGPT vs. Shopify Sidekick: when to use which

ChatGPT helps with research, planning, and writing whether or not you have a Shopify store. Connect the Shopify plugin to bring your store into the same conversation, where you can look up store data and make updates within the access you approve.

If you prefer working in ChatGPT, the plugin lets you manage products, inventory, collections, and discounts and ask about your sales without leaving the chat. Sidekick is the AI assistant built into Shopify admin, where it works on the page you're on and can help with deeper admin tasks. Choose based on the task and where you're already working.

With the Shopify plugin for ChatGPT, you can:

• Build and update your catalog. Create products with variants and inventory tracking, and update titles, descriptions, images, variant prices, SKUs, and other product details such as status.
• Edit alongside your conversation. Pin Shopify to your sidebar to see recent performance and common tasks. When you create a product, edit its title, description, and price in the panel beside your chat.
• Organize collections. Create manual collections or smart collections that add matching products automatically.
• Check and set inventory. Review stock across locations, and update quantities when you receive stock or record damaged items.
• Ask about performance. Get answers about sales, orders, products, and customers as tables and charts.
• Look up orders and customers. Review order details and tracking, or find your top-spending customers.
• Create discount codes. Set up percentage-off codes for your whole store, specific products, or a collection, with an optional minimum purchase and start date.
• Refresh your store's design. Change colors, fonts, and layout on an unpublished theme copy, preview it with screenshots, and then publish it through Shopify admin.
• Sell digital products. Turn a file or link into a product that customers receive automatically.
• Start a store from scratch. Describe your business to create a starter store, and save it to a Shopify account when you're ready.

Choose Sidekick when you need help working directly in Shopify admin, including tasks like:

• Editing an existing order or creating a draft order.
• Changing an existing discount or creating a fixed-amount discount.
• Creating customer records.
• Reviewing a group of draft changes before publishing them together.
• Building a Shopify Flow automation.