Business
Meta’s Muse Wants to Own the Moment Before the Purchase
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Published 10/12/2026 12:00:00 PM
Meta’s Muse Can Shop for Your Customers. Here’s How to Make Sure It Picks You.
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Key Takeaways
- Meta’s Muse is an AI agent that doesn’t just answer questions but acts on them, which means a machine may be sizing up your brand before a customer ever does.u003cbru003e
- Brands that keep their product data clean, consistent and backed by real third-party evidence will be the ones an agent is willing to recommend.u003cbru003e
- Waiting for an official “agent advertising” product is a mistake, because the groundwork for being agent-ready can and should start now.
Muse is a task-executing personal AI agent. In Meta’s launch announcement, the company said it can send emails, book travel, fill out forms, make purchases and keep working after the app closes. Users choose which services it can access through a dedicated virtual machine. The premise is simple: tell Muse what needs to be done, and it takes action.
That changes the strategic question for marketers. Leaders now need to ask… “Will the systems acting for the customer understand, trust and recommend us?”
I have seen this shift before. Earlier in my career, search was new enough that many companies treated it as a channel to test. The businesses that moved early built around search infrastructure and understood that visibility meant becoming findable when intent was present. Muse feels like another infrastructure moment. This time, the interface can act.
Meta is moving quickly. At Meta Connect, the company said Muse would expand to AI glasses, computer use, email and commerce connectors. Days later, TechCrunch reported that Meta was extending Muse to small businesses and connecting it to Slack, Canva, QuickBooks, Notion and Meta ad accounts.
That combination matters, as Muse is being built into places where people communicate, shop, work, and manage daily life. Meta is connecting recommendation to transaction, letting an agent carry a user’s intent forward instead of sending them through disconnected searches, sites and checkouts.
Hardware makes the strategy tangible. The Muse Charm, a small keychain announced for December, gives the agent a physical presence in daily routines. One sharp reaction captured the appeal: Meta is making a powerful system easy to carry. Distribution often begins with habit. Products that win become part of the environment around a decision.
The rollout points to a broader distribution strategy. Meta already owns enormous reach and now wants more of the decision layer between a person’s goal and the action that follows. That is a larger opportunity than another ad in another feed because the agent may influence what gets considered, compared and purchased.
Early numbers explain the urgency. Digiday’s analysis reported 730,000 U.S. downloads in five days, a $243 billion advertising business, and 2026 AI capital expenditure guidance of $135 billion to $145 billion. Meta needs new products to create value on that investment. Muse could open paths through subscriptions, commerce, business software and sponsored discovery.
AI is already showing up in my work as a source of inbound interest and research. That has changed client conversations. They still ask about reach, traffic and conversion, but also whether AI platforms understand what they sell, describe it accurately, cite credible sources and recommend them in high-intent moments.
Three things to fix before an agent evaluates you
Leaders do not need to predict where Meta will place an ad. Meta says Muse keeps user conversations and virtual-machine data separate from its ad systems, while emphasizing subscriptions, permissions and commerce. Brands do need to prepare for an environment in which an agent may evaluate them before a person sees them. The practical work falls into three areas.
First, make the brand legible to machines. Product information, pricing, policies, reviews, shipping details, availability and differentiators should be accurate, current, structured and easy to interpret. A beautiful campaign cannot compensate for conflicting facts across your site, marketplace listings, social profiles and customer-service content. If an agent is assembling an answer or completing a task, ambiguity becomes friction.
Second, invest in evidence alongside exposure. An agent needs signals that a brand delivers what it promises. Third-party coverage, credible reviews, expert commentary, customer outcomes, and consistent product data all become more valuable. Reputation is becoming a core input to performance, especially when a recommendation carries more weight than a display impression.
Third, rethink paid media. Reach still matters, but brands also need to understand how campaigns shape search behavior, reviews, creator conversations, product feeds and the data environments agents use to make decisions. Awareness, authority and action belong in the same plan. The media team, communications team and commerce team should be looking at the same customer journey.
Permission is the new attention
Trust will determine how far this goes. Facebook and Instagram ask for attention. Meanwhile, an agent asks for permission to act. People may allow Muse to read an inbox, compare products or complete a purchase only if the value is obvious and the boundaries are clear. Meta has to earn that authority before building a business around it.
Brands should be equally explicit. Explain what data you collect, how personalization works and when a recommendation is sponsored. If an agent detects that your brand is hiding the ball, it may remove you from consideration.
The most forward-thinking leaders will not wait for an official “agent advertising” product to appear. They will start building an agent-ready brand now: technically clear, commercially useful, independently validated and consistent wherever customers and their tools encounter it.
Muse may become a major business for Meta. Its bigger impact will be felt across marketing. The advantage will come from earning the recommendation when the customer is no longer making every decision alone.
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Effective product pages help online shoppers decide whether an item fits their needs and what buying it involves. A beautiful photograph gets attention. Product details such as dimensions, available sizes, delivery details, and a clear price help turn that attention into a purchase.
Even established retailers miss these basics. In its benchmark of leading U.S. and European retailers, updated in March 2026, Baymard Institute rated 52% of desktop sites and 62% of mobile sites “mediocre or worse” for product-page usability1.
Product-page changes can affect revenue, too. In a 27-day test for Life Pro Fitness, agency Media Contour made product images, key details, and buying buttons visible without needing to scroll. Testing vendor Wingify reported that the revised page generated $0.67 more revenue per visitor than the original2.
If you are building a new store, follow the five tips below as you create your product pages. Have those pages ready before running ads that send shoppers to them.
If you already have an online store, choose one product page to improve. Reference these steps to check whether it answers shoppers’ questions and lets them add the right item to their cart.
1. Answer shoppers’ questions in the product description
Identify the main question a shopper needs answered before buying. Look for questions customers ask repeatedly or misunderstandings behind returns. For a new product, start with fit, compatibility, or what is included. Confirm the answer against your product specifications, then put it near the start of the description.
For example, consider a pet-supply retailer selling a dog harness. Someone choosing their first harness needs measurements and adjustment details to judge the fit. Someone replacing a harness they already own needs to recognize the same model and size. The page should make both tasks straightforward.
Also, use consistent labels and units across similar products to make comparisons easier. Include limitations, such as incompatible models or items sold separately, so shoppers can rule out an unsuitable purchase.
In e-commerce platform BigCommerce, for instance, online sellers can use the product description and custom fields—additional facts such as material or compatibility—to present these details. Preview the product page to check that shoppers can find the information they need.
Then, use those same facts to help shoppers recognize the item in search results. In BigCommerce’s page title field, use the product name and a relevant detail, such as its model or material. Avoid repeating keywords or giving every product the same title.
2. Give every product image a question to answer
Plan your gallery around what someone needs to inspect. Show the whole product, a useful detail, and the product in use. For example, a lighting retailer could photograph a lamp beside a chair to show its scale and how it lights a reading space. A close-up of the switch shows how someone would operate it. Together, these images help shoppers picture using the lamp at home. Keep written dimensions available as well.
The same Baymard overview describes how shoppers use images to judge size and can struggle when photographs lack a familiar reference.
If you sell a bundle, make clear which pictured items are included. For products that need assembly or demonstration, you might even consider creating a short video. Add alt text: a short description of the useful information in an image. Screen-reader software can read that description aloud or present it in braille. Keep essential instructions available as text as well.
BigCommerce supports product images, images for variants such as different colors, and YouTube-hosted product videos. Check that your gallery presents the right item as shoppers change their selection.
3. Make choices, prices, and recurring charges clear
Keep size, color, quantity, and purchase options close to the buying button. Label them plainly, show the current selection, and make unavailable choices recognizable. If the size options fit on the screen, show them as labeled buttons, such as S, M, and L. This lets shoppers see which sizes are available without opening a menu, as the Baymard overview explains.
Place helpful links beside the choice it explains. For the dog harness, for example, consider putting a measurement guide beside the size selector so shoppers can check the fit before choosing. Keep it visible or provide a clearly labeled link that works by touch and keyboard.
In BigCommerce, online sellers can configure choices such as size and color through product variants and options. Then check that the displayed price and availability match the shopper’s selection. For multipacks, show both the pack total and the unit price. Make the full pack price easy to find so shoppers know what they will be charged.
If you offer subscriptions, let shoppers explicitly choose between a one-time purchase and a recurring order. Put the recurring charge, delivery frequency, and change or cancellation terms beside that choice so shoppers can compare the commitments before selecting. Confirm that these terms match how your subscription service works. Select a subscription yourself and verify that checkout shows the plan, price, and frequency you chose.
4. Make sure delivery, returns, and reviews are easy to find
A shopper who needs an item by a particular date wants to know whether it will arrive in time. Show a delivery estimate for their destination. Put a short explanation of shipping and returns near add to cart, with links to the full policies.
Show shipping fees or explain how they will be calculated. Clearly describe return windows, fees, and exclusions that matter for the item. If pickup is offered, distinguish stock at the selected location from stock elsewhere. Avoid presenting an estimate as a confirmed promise.
Also consider making reassurances that are specific to the purchase. Using the dog harness as an example again, you’d want to explain whether a shopper can exchange it if the fit is wrong and which conditions apply. That answers the practical concerns that a badge saying “Shop with Confidence” leaves unresolved. Use only promises your business can honor.
Customer reviews provide another way to assess the product. Show the review rating, text, reviewer’s display name, and date on the relevant product page. If reviews come from another service, name that service. These details help shoppers understand whose experience they are reading and how recent it is.
5. Test the path from product page to cart
Shoppers need to know that the page has registered their choices and whether adding an item succeeded. Open your chosen product page on your phone. If a required option starts unselected, try adding the item before choosing it. The page should tell you what to select or explain why “Add to cart” is unavailable.
If the product has options, choose them, then change one selection. Check that the price, availability, and any option-specific images match. Add the item. While the request is processing, the page should make that clear. Once it succeeds, a confirmation or the cart itself should show what was added. If an error occurs, it should explain how to continue without losing other selections.
From there, make sure to check the item’s quantity, options, and price in the cart. If you chose a size or color, return to the product page and check whether it still shows that selection. These checks help catch a wrong selection or an uncertain result before a shopper encounters it.
Shoppers who cannot use a mouse need to select options and add products using a keyboard. To check that they can, repeat the steps above on a computer without the mouse. Use Tab to move forward between controls and Shift+Tab to move back. A visible outline or other marker should show which control you are about to use. Press Enter to activate links and Enter or Space for buttons. In a drop-down list, such as a size selector, use the arrow keys to move through the options.
Shoppers who need larger text must still be able to read product details and reach Add to cart. Use the browser’s Zoom control to enlarge the page to 200% and try the same steps again. Check for overlapping text or controls that disappear. Across all these checks, record anything that prevents choosing the product, adding it, or correcting a mistake.
Keep improving one page at a time
Clear facts and images help shoppers judge the product; clear choices, terms, and working controls help them act on that decision. Choose one issue from your review to fix first. Give priority to a problem that prevents adding the correct item to the cart. If shoppers can add the correct item, address an unanswered question that could lead someone to buy the wrong product.
Record what you changed and when. If you have sales reports, compare purchases and revenue for the product over equal periods before and after the change. Note any promotions or changes in visitor numbers that could also explain the results. Customer questions, order corrections, and return reasons can help you check whether the same misunderstanding persists.
For more examples, explore BigCommerce’s product-page guide, then apply the same review to the next product page.
1 Product Page UX 2026: 10 Pitfalls and Best Practices (Baymard Institute)
2 Media Contour uses split URL testing to improve the revenue from product pages (Wingify)
