The Open Index · E-commerce
E-commerce: the numbers, the rules, the AI picture.
9 sourced benchmarks, 8 rules that shape marketing, and what public data says about AI search for online stores. 21 sources, each linked at the bottom.
- 19graded sources
- 12industries
- 10case files
- Quarterlyrefresh
Written byKris GjorgjioskiKeyword research and industry benchmarks, Webtec Research
Checked byHristijan NajcheskiHead of SEO and AEO (technical and AI SEO), data verification
Updated October 15, 2026
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BENCHMARKS
What the research says about online stores, number by number.
Each card names its context and its source. Brackets match the source list at the bottom.
270%
Greater purchase likelihood for a product with five reviews than none
Northwestern University Spiegel Research Center. Purchase likelihood typically peaks at ratings between 4.0 and 4.7 and falls toward 5.0. The conversion lift was 190% for lower-priced and 380% for higher-priced products. The retailer data is not named on the page.
[1] spiegel.medill.northwestern.edu82%
US adults who at least sometimes read reviews before a first purchase
Pew Research Center, published December 2016, so an older figure. 40% always or almost always read reviews, and 51% of readers said reviews give an accurate picture.
[2] pewresearch.org70.22%
Average documented cart abandonment rate
Baymard Institute average across 50 studies, with individual studies ranging from 56.82% to 84.27%. Baymard notes 42% of US shoppers abandoned a cart because they were just browsing.
[3] baymard.com40%
Abandoned a cart because extra costs were too high
Top reason in Baymard's list of reasons for abandonment (excluding just browsing), ahead of slow delivery (20%), distrust with card details (19%) and forced account creation (18%).
[3] baymard.com35.26%
Estimated conversion lift from better checkout design
Baymard's estimate for an average large e-commerce site, based on checkout issues it has documented as solvable. The average US checkout shows 23.48 form elements, against about 12 in an ideal flow.
[4] baymard.com$6.77
Revenue per recipient for abandoned cart emails (vendor data)
Klaviyo's 2026 Abandoned Cart Benchmark Report, a vendor analysis of more than 110,000 customers; the top 10% reached $13.70. Text messages averaged $4.48 per recipient. Treat as direction, not a promise.
[5] klaviyo.com17.1%
E-commerce share of total US retail sales
US Census Bureau Quarterly Retail E-Commerce Sales, Q2 2026, seasonally adjusted: $340.2 billion. Released August 18, 2026; later quarters are revised.
[6] census.gov62%
Leading sites with mediocre or worse mobile product page UX
Baymard benchmark of 155 or more leading US and European sites; 52% were mediocre or worse on desktop and 64% in apps. Only 38% of mobile sites were decent or better.
[7] baymard.com76%
US adults who ever buy things online using a smartphone
Pew Research Center survey of 6,034 US adults fielded July 5 to 17, 2022. 91% of adults aged 18 to 49 had bought by smartphone.
[8] pewresearch.org
THE RULES
What online stores are allowed to say, and where it is written.
The rules and guidance that most often shape marketing in this industry, in plain English.
FTC Rule on Consumer Reviews and Testimonials (16 CFR Part 465)
In effect since October 21, 2024, the rule bans writing or selling fake reviews and testimonials, buying or offering incentives conditioned on a particular sentiment, undisclosed insider reviews, company-controlled sites posing as independent review sites, review suppression through intimidation or unfounded legal threats, and buying fake social media indicators. Courts can impose civil penalties for knowing violations.
What it means: Never write, buy or edit reviews. You can ask every customer for a review, but you cannot reward only positive ones or filter who gets the request by expected sentiment. Disclose employee and family reviews, do not threaten reviewers and do not hide honest negatives. Check your review app does not suppress low ratings.
[9] ftc.govFTC Endorsement Guides (16 CFR Part 255)
Endorsements must reflect the honest opinion of the endorser. Material connections, such as payment, free products or affiliate commissions, must be disclosed clearly and conspicuously, near the claim and not buried in a hashtag cluster or a hyperlink. Advertisers are responsible for monitoring the influencers and agencies they use.
What it means: Give every influencer and affiliate written rules and a required disclosure wording. Free products count as a connection. Review posts before they go live, keep a record and do not let creators make claims you could not make yourself.
[10] ftc.govFTC Made in USA Labeling Rule (16 CFR Part 323)
An unqualified Made in USA claim requires that final assembly or processing occurs in the US, all significant processing occurs in the US and all or virtually all components are made and sourced in the US. Marketers need competent and reliable evidence. Qualified claims, such as the percentage of US content, must also be truthful. The 2021 rule lets the FTC seek civil penalties for false labels, including in online catalogs.
What it means: Audit every product page, ad and marketplace listing that says Made in USA, American-made or Crafted in the USA. Use qualified wording such as Made in USA with imported components when you cannot meet the standard, and keep your supplier evidence on file.
[11] ftc.govFTC Mail, Internet or Telephone Order Merchandise Rule (16 CFR Part 435)
Before advertising a shipping time, a seller must have a reasonable basis for expecting to ship on time. If you state no time, you must ship within 30 days. If you cannot ship on time, you must promptly offer the buyer the choice to consent to a delay or cancel for a refund, and refunds are generally due within seven working days, to the original form of payment. You must keep records.
What it means: Do not promise fast shipping you cannot meet, especially in a sale or holiday peak. Build delay notices into your order emails, offer a clear cancel option and refund to the original payment method, not store credit, when the rule requires it.
[12] ftc.govFTC Rule on Unfair or Deceptive Fees (16 CFR Part 464) and the UK DMCC Act drip pricing ban
In the US, the FTC rule took effect on May 12, 2025 but covers only live-event tickets and short-term lodging, so it does not apply to ordinary product stores. Hidden fees remain a deception risk under the FTC Act, though. In the UK, the CMA says it is prohibited to show a headline price and then add mandatory charges, and invitations to purchase must state the total price including mandatory fees, taxes and charges from 6 April 2025.
What it means: For a US store, show shipping, handling and any mandatory fee before the final step as good practice and a conversion lever. For UK customers, put mandatory delivery or service charges into the displayed price or total, and do not use mandatory add-on fees after the shopper has committed.
[13] ftc.govSubscriptions and recurring billing: ROSCA and the FTC Negative Option Rule
The Restore Online Shoppers' Confidence Act requires disclosure of material terms and express informed consent before charging in certain online transactions. The FTC finalized a Click-to-Cancel rule in October 2024, but its Negative Option Rule page now shows a February 2026 revision to conform to federal court decisions and a March 2026 advance notice on cancellation. Do not rely on the Click-to-Cancel text as current law.
What it means: Even where the rule is unsettled, make the trial, price, renewal date and cancellation path obvious, take explicit consent at checkout and let customers cancel the way they signed up. Have counsel review any subscription offer, auto-ship, free trial or membership.
[14] ftc.govCAN-SPAM, Gmail and Yahoo bulk sender rules, UK PECR and Canada CASL
CAN-SPAM applies to commercial email, including B2B: accurate headers and subject lines, a clear ad disclosure, a valid postal address, an opt-out honored within 10 business days, and penalties of up to $53,088 per email. Google adds that bulk senders of more than 5,000 messages a day to Gmail need SPF, DKIM and DMARC, one-click unsubscribe and a spam rate below 0.30%. UK PECR requires prior consent for non-essential cookies and tracking, and Canada's CASL generally bars commercial electronic messages, including texts, without consent, with penalties up to $10 million for businesses.
What it means: Use double opt-in or clear checkbox consent for email and SMS, keep a consent log and honor unsubscribes immediately. Authenticate your sending domain. For UK and EU visitors, load marketing pixels only after consent, and never use pre-ticked boxes. For Canadian customers, get express consent before marketing texts.
[15] ftc.govPrivacy: CCPA/CPRA and other state laws, UK/EU GDPR and PECR
California applies to for-profit businesses that exceed $25 million in annual revenue, buy, sell or share the data of 100,000 or more residents or households, or earn 50% of revenue from selling or sharing personal data. Covered businesses must give notice at collection, honor opt-outs of sale or sharing (including a Global Privacy Control signal), and answer requests within 45 days. Many other US states have their own laws with different thresholds, and UK and EU visitors trigger GDPR and cookie consent rules.
What it means: A $2 million store may fall under a state law through resident counts or data sharing, even if California does not apply. Publish an accurate privacy policy, honor opt-outs, review what your ad pixels share and use a consent banner for UK and EU traffic. Have counsel confirm which state laws apply to you.
[16] oag.ca.gov
General information, not legal advice. Consumer, privacy, tax and accessibility rules change and differ by state and country. Confirm the current rules with the FTC, your state attorney general, the CMA and the ICO, or a lawyer, before you rely on any of this.
AI SEARCH LENS
What public data says about AI search here
- Consumer Staples: searches showing an AI Overview6.82%Conductor · 2025
- Consumer Staples: AI referral share of traffic1.91%Conductor · 2025
- US retail: AI referral traffic growth, Nov to Dec 2024+1,300%Adobe · 2025
- US retail: AI-referred visits convert vs other trafficDown from a 43% gap in July 2024.9% lowerAdobe · 2025
- Shopping keywords showing an AI OverviewUnder 3%Semrush · 2025
Industry categories in public studies are approximate matches. Full explanations: click impact, who AI cites.

Cite this page.
How we help online storesCITE THIS PAGE
Webtec Research. (2026, October 15). E-commerce: benchmarks, rules and AI search data. The Open Index by Webtec. https://www.trywebtec.com/resources/index/industries/ecommerce/
SOURCES
Sources and notes
21 sources collected by our research team for this industry. Brackets in the text match these numbers. AI-search figures link to the source library, where each is graded.
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A LIVING REFERENCE
Refreshed every quarter.
We re-check every source in January, April, July and October, add new studies and retire old ones. This is Edition 1 (October 15, 2026); the next is due January 2027. Changes are logged on the methodology page.






































































