Answers
Ecommerce questions, answered
One real question per page, answered in the first paragraph and then in full. 100 so far, written from store work and reviewed on a date you can see.
Ecommerce SEO
- Are manufacturer product descriptions bad for SEO?Manufacturer product descriptions are not penalised, but they leave your page identical to every other retailer's. What to keep and what to add.
- Can you advertise CBD products on Meta?Meta restricts CBD advertising by product type, country and permission. What the policy structure looks like and how a hemp brand builds around it.
- Do backlinks matter for ecommerce SEO?Backlinks matter for ecommerce SEO at the domain and category level more than the product level. What earns them for a store and what to avoid.
- Do canonical tags fix duplicate product pages?Canonical tags consolidate duplicate product pages when Google accepts them, but they are a hint rather than a rule. What they fix and what they cannot.
- Do product reviews help ecommerce SEO?Product reviews help ecommerce SEO by adding buyer language to the page and enabling rating markup. What actually changes, and where review setups fail.
- Do subcategory pages help ecommerce SEO?Subcategory pages help ecommerce SEO when the narrower term has real demand and enough products behind it. Where the threshold sits and how to link them.
- Does an online store need a blog for SEO?An online store needs answers to pre-purchase questions, not a blog as such. When editorial content earns its place and when it is premature.
- Does migrating ecommerce platforms hurt SEO?Migrating platforms does not hurt SEO by itself. Losing URLs, content or speed does. The redirect map and the checks that protect organic revenue.
- Does running Google Ads help SEO?Google Ads spend does not lift organic rankings. What paid search does give SEO is data, faster testing and brand demand, plus one trade-off to watch.
- Does site speed affect ecommerce rankings?Site speed is a small ranking factor and a large conversion factor. What Google measures, where store templates lose time, and how to prioritise fixes.
- How do you do SEO for a new online store?SEO for a new online store starts with a crawlable build and a category structure drawn from demand, then product data and the first real mentions.
- How do you write product descriptions for SEO?Write product descriptions for the buying decision first, then make sure the page carries the attributes shoppers search with. A structure and a scale method.
- How long does ecommerce SEO take to work?Ecommerce SEO shows first movement within weeks and category-level results over months. What sets the pace, and how to read the early signs in Search Console.
- How many products should a collection page show?A collection page should show as many products as it loads quickly on a phone, usually 24 to 48, with real paginated URLs for the rest. The trade-offs.
- How much does ecommerce SEO cost?What ecommerce SEO costs depends on catalogue size, technical debt and who does the implementation. How to read a quote against the revenue at stake.
- How often should category pages be updated?Update category pages when the range, the season or the query mix changes, not on a fixed calendar. The triggers to watch and a review rhythm by tier.
- Is infinite scroll bad for SEO?Infinite scroll only harms SEO when products exist solely after an interaction. How to keep crawlable URLs behind the scroll and what it costs shoppers.
- Is Shopify good for SEO?Shopify handles the technical foundations of SEO well and fixes URL structure in return. What the platform gives you and what still limits a store.
- Should an online store use subdomains or subfolders?Use subfolders by default and a subdomain only when a technical or legal reason requires one. How the choice plays out for blogs, help centres and markets.
- Should ecommerce collection pages have content?Collection pages should carry a short intro above the grid and buying guidance below it. What to write, where it renders on Shopify, and what to skip.
- Should out-of-stock product pages be deleted?Deleting an out-of-stock product page throws away the links and rankings it earned. What to keep, what to redirect, and how the feed differs.
- Should product variants have separate URLs?Give product variants separate URLs only when shoppers search for them by name. How Shopify, WooCommerce and Merchant Center each handle variants.
- Which keywords should product pages target?Product pages should target the exact item as shoppers name it, plus model numbers and compatibility phrases. Category terms belong to category pages.
AI search
- Does schema markup help AI search visibility?Schema markup helps AI search visibility most on Google, where product structured data feeds the Shopping Graph. What it does elsewhere, and what to add.
- How do AI Overviews affect ecommerce traffic?AI Overviews cut clicks on informational queries and reshape product queries into Shopping Graph panels. How to measure the effect on your store.
- How do products appear in Google AI Mode?Products reach Google AI Mode through the Shopping Graph, which is fed by Merchant Center listings, structured data and crawled pages. What eligibility needs.
- How do you track traffic from AI search?Assistant referrals show up in analytics by hostname, while Google's AI surfaces do not separate out. How to build the channel and read the indirect signals.
- How does ChatGPT decide which products to recommend?ChatGPT recommends products from what it retrieves at answer time: crawled pages, merchant feeds and third-party reviews, filtered by the shopper's constraints.
- How does Perplexity choose which stores to cite?Perplexity cites the pages its answer was composed from, so retrievability and specificity decide more than authority. What a store can control and check.
- Is llms.txt worth adding to an ecommerce site?The llms.txt file is a community proposal no major assistant has documented using. Why it is low priority for a store and what to do instead.
- Should an online store block AI crawlers?Most stores should allow the AI crawlers that answer shoppers and decide separately about training-only bots. Which user agents do what, and a robots policy.
- What do shoppers ask AI assistants before buying?Shoppers ask assistants long, conditional questions rather than keywords. The five question shapes that recur and what they require from your product data.
Google Shopping and Merchant Center
- Are Merchant Center promotions worth using?Merchant Center promotions are worth using when the discount already exists. What they add to a listing, how to get them approved and when to skip them.
- Can one Merchant Center account serve multiple stores?A Merchant Center account is built around one verified website, so multiple stores usually need sub-accounts under an advanced account. When each model fits.
- Can you advertise supplements on Google Shopping?Most dietary supplements can run on Google Shopping. The ingredient rules, the claim rules and the personalisation limits that decide whether yours will.
- Do you need GTINs for Google Shopping?Google requires a GTIN whenever the manufacturer assigned one. What to submit for products that genuinely have none, and how to keep codes clean.
- Does Merchant Center data power Google's AI shopping?Merchant Center listings feed the Shopping Graph behind Google's product panels and AI answers. What that means for the account, and what other assistants use.
- Does price competitiveness affect Shopping ads?Price competitiveness affects Shopping ads through the clicks and orders your listing earns. How to read the benchmark reports and respond to them.
- Free listings vs Shopping ads: what is the difference?Free listings and Shopping ads run from the same feed but differ in cost, control and placement. What each gives a store and how they work together.
- How do Shopping ads handle product variants?Shopping ads treat every variant as its own item joined by item_group_id. How Google picks which one to show and what that changes for bidding.
- How do you connect a Shopify catalog to Meta?Connecting a Shopify catalog to Meta means four links: business account, domain, dataset and catalogue. The order to do them in and what to verify.
- How do you lower CPC in Google Shopping?Cost per click in Shopping is an outcome of feed quality, price and query mix. The levers that actually move it, and when a lower CPC is the wrong goal.
- How long does Merchant Center review take?Merchant Center runs several different reviews with different timings. What each one covers, what slows it down, and what to do while you wait.
- How often should a product feed update?Match feed refresh frequency to how fast price and stock change. Daily fetch as a floor, real-time updates for volatile catalogues, and how to spot staleness.
- How should Shopping campaigns be structured at scale?Structure Shopping campaigns around the economics of each product rather than the catalogue tree. A custom label scheme and how many campaigns to run.
- Should shipping be set in Merchant Center or the feed?Set shipping in Merchant Center for the catalogue and use the feed attribute for exceptions. How rate tables, shipping labels and delivery times fit together.
- What does limited performance mean in Merchant Center?Limited performance is a warning, not a disapproval. The product still serves, but data quality is holding it back. What triggers it and how to clear the list.
- What is a good ROAS for Google Shopping?A good ROAS for Google Shopping is whatever clears your break-even, which comes from margin. Work out the number with your own costs, step by step.
- What makes a good product title for Google Shopping?A good Shopping title names the product the way shoppers ask for it, front-loads the attributes that matter in your category, and carries no promotional text.
- Why is my Shopping impression share low?Low Shopping impression share comes from budget, from rank, or from products that were never eligible. How to read the split and work through each cause.
Google Ads and paid social
- Do YouTube ads work for ecommerce?YouTube ads work for stores as demand creation rather than last-click sales. Which products suit it, what the creative needs and how to measure it.
- How do you set new customer acquisition goals in Google Ads?Setting a new customer acquisition goal in Google Ads means telling bidding what a first order is worth. How to derive that number and configure the goal.
- How long does the Google Ads learning phase take?The learning label usually clears within a week or two, while a campaign takes longer to settle. What lengthens it and what quietly restarts it.
- How much should a store spend on Google Ads?Google Ads budget is set by three numbers: your margin, the demand that exists and the learning floor. How to calculate each one for your own store.
- Is Performance Max worth it for small ecommerce stores?Performance Max can work for a small store once brand is excluded and the campaign is kept simple. When it fits, when Standard Shopping fits better.
- Should an ecommerce brand bid on its own brand name?Most stores should bid on their own brand name, for defence and control rather than for the reported ROAS. How to decide and how to test it honestly.
- Should ecommerce search campaigns use broad match?Broad match suits ecommerce search campaigns once value bidding and clean conversion data are in place. When to use it and how to fence it properly.
Conversion
- Cart drawer or cart page: which converts better?Cart drawer or cart page depends on how customers build baskets in your store. What each does well, and the measurement that answers it for you.
- Do exit-intent popups hurt conversion?Exit-intent popups rarely hurt conversion directly. The real costs are discount leakage, mobile behaviour and page experience. How to measure the net effect.
- Do product videos increase conversion?Product videos raise conversion when they answer a question photographs cannot. Which products gain most and how to add video without slowing the page.
- Does free shipping increase conversion rate?Free shipping usually raises conversion rate and can lower profit. How to set a threshold from your own basket data instead of copying someone else's.
- Does UGC creative outperform studio creative?Neither UGC nor studio creative wins by default. What decides it is the placement, the product and the job the ad is doing. How to test it properly.
- How many ad creatives does a Meta campaign need?The number of Meta ad creatives you need follows spend against audience size. How to calculate your own refresh rate and what to produce each month.
- How many product images should a product page have?Enough product images to answer every question a buyer would otherwise email you. The set that works, how category changes it and the performance cost.
- How much traffic do you need for A/B testing?A/B test sample size follows your baseline conversion rate and the size of change you want to detect. Work out the number and what to do without the traffic.
- Should checkout require creating an account?Requiring an account at checkout costs orders. Offer guest checkout and create the account after purchase, except where accounts are genuinely required.
- Should shipping costs be shown on the product page?Show shipping cost or a clear estimate on the product page. Late delivery charges cost more than early ones, and the same data belongs in your feed.
- What is a good ecommerce conversion rate?A good ecommerce conversion rate depends on traffic source, device, page template and price. Why benchmarks mislead and what to measure against instead.
- Why is mobile conversion rate lower than desktop?Mobile converts lower for three reasons: different intent, cross-device buying counted on desktop, and real friction. How to separate them and fix the last.
Email, SMS and retention
- Do loyalty programs work for small ecommerce brands?Loyalty programs work where customers already buy often. Why the reporting flatters them, and the cheaper alternatives that do the same job.
- How do you increase repeat purchase rate?Raising repeat purchase rate starts with why customers did not return, then giving them something to buy next and reaching them at the right moment.
- How many emails should an abandoned cart flow have?Three to four emails covers most abandoned cart flows. The timing that works, what each message should say and when a fourth is worth adding.
- How often should an online store email its list?Email frequency should follow how often you have something worth sending and what your list can absorb. How to find your own ceiling with segmentation.
- Is SMS marketing worth it for ecommerce?SMS is worth it for time-sensitive messages to a genuinely consented list. Where it pays, what the consent rules require and how not to burn the list.
- Should you offer a discount for email signup?Whether to offer a discount for email signup depends on first-order margin and brand position. How to price the offer, stop it leaking and measure it.
- When should the first post-purchase email send?The confirmation sends immediately; the first real post-purchase message should follow the parcel. How to time the sequence off delivery rather than the order.
- Which email flows should every ecommerce store have?Four email flows earn most of the automated revenue: welcome, checkout abandonment, post-purchase and win-back. What to build first and what comes next.
Analytics and measurement
- Do Meta ads still work for ecommerce?Meta ads still work for stores, but the work moved from targeting to creative and signal quality. What changed and how to tell if it is working for you.
- Does an ecommerce store need server-side tagging?Not every store needs server-side tagging. When the hosting and setup cost pays off, what it changes, what it does not, and what to fix first.
- How do you measure incrementality for ecommerce ads?Incrementality is measured by withholding advertising and comparing, not by attribution. The test designs that work for a store and how to size them.
- How do you set up enhanced conversions for Shopify?Enhanced conversions on Shopify are usually enabled through the Google channel or a customer event. The routes, the requirements and how to verify it works.
- How do you track new versus returning customer revenue?Track new versus returning revenue from the order record, not from analytics sessions. How to define a new customer and the joins that break the split.
- How does Consent Mode affect ecommerce reporting?Consent Mode changes what your tags may store, which changes what your reports contain. What is modelled, what is missing and how to read the numbers.
- How should an ecommerce marketing budget be split?Split an ecommerce marketing budget by job rather than by channel: capture, create, retain and compound. How to find your constraint and fund it first.
- Is Looker Studio enough for ecommerce reporting?Looker Studio is enough for most stores as a presentation layer. Where it strains, when a warehouse earns its place, and how to build a report people read.
- Should ecommerce stores use Advantage+ shopping campaigns?Advantage+ shopping suits stores with purchase volume, a catalogue and a steady creative supply. What it automates, what you give up and how to test it.
- Which attribution model should an ecommerce store use?No attribution model is correct. Use one consistently for reporting, platform data for bidding, and holdout tests for budget. How to build that stack.
- Which Meta campaign objective should an online store use?Almost every online store should use the sales objective optimised for purchase. When a different objective is justified and why traffic objectives mislead.
- Which reports should an ecommerce store check weekly?A weekly ecommerce review needs eight numbers and four breakage checks. What belongs in it, what does not, and why weekly beats daily for most metrics.
- Why does GA4 show less revenue than Shopify?GA4 reports less revenue than Shopify because it only counts purchases its tag saw and consent allowed. Where the gap comes from and how to close most of it.
- Why does Google Ads report more conversions than my store?Google Ads counts conversions against the click date, inside a window, including modelled ones. The five reasons the number runs ahead of your orders.
- Why does Meta report more purchases than my store?Meta counts purchases against the ad interaction inside an attribution window and can double count undeduplicated events. The causes, ranked, and the fixes.
- Why is direct traffic so high in GA4?Direct in GA4 is a fallback for sessions with no recorded source. The causes ranked, the ones you can fix, and how to read what is left.
Platforms and development
- Can WooCommerce handle a large catalog?WooCommerce handles large catalogues with the right hosting and architecture. Where the strain shows first and the changes that keep it fast.
- Do you need a developer for a Shopify store?You do not need a developer to launch a Shopify store. What you can do with theme settings and apps, and the work that genuinely requires code.
- How long does a headless commerce build take?A headless commerce build usually runs three to nine months. What drives the range, the work a theme build does not have, and the ongoing cost after launch.
- How long does a Shopify migration take?A Shopify migration usually runs from six weeks to six months. What puts a project at each end of that range and which decisions add the most time.
- How many apps are too many on a Shopify store?There is no app limit on Shopify. The real cost is scripts, cost and conflicts. How to audit what you have and decide what earns its place.
- Should B2B and DTC share one Shopify store?One Shopify store can serve wholesale and direct customers with company accounts and price lists. When that works and when two stores are cleaner.
- Should you use Shopify Markets for international selling?Shopify Markets suits most stores selling across borders from one catalogue. When separate stores are better and the work Markets does not do for you.
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