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PSEB SS Fundamentals of E-Business study materials
PSEB SS Fundamentals of E-Business study resources

PSEB SS Fundamentals of E-Business practice questions

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Question 1Fundamentals of E-Business

Which e-business model describes a firm selling goods directly to individual consumers over the internet?

  1. Consumer-to-business (C2B)
  2. Consumer-to-consumer (C2C)
  3. Business-to-business (B2B)
  4. Business-to-consumer (B2C) Correct answer.

Explanation

In the B2C model the seller is an organisation and the buyer is an individual end user, as with an online retailer selling to households. B2B involves transactions between firms, while C2C and C2B place the individual consumer on the selling side.

Question 2Fundamentals of E-Business

A retailer that operates physical stores and also sells through a website is best described as using which approach?

  1. Brick-and-mortar only
  2. Pure-play online
  3. Franchise-only
  4. Click-and-mortar Correct answer.

Explanation

Click-and-mortar (also called bricks-and-clicks) describes a business that combines physical outlets with an online channel. Pure-play online firms have no physical stores, and brick-and-mortar-only firms have no web sales channel.

Question 3Fundamentals of E-Business

In e-business terminology, what does a payment gateway do during an online card transaction?

  1. It securely transmits and authorises payment data between the merchant and the acquiring bank Correct answer.
  2. It calculates shipping charges based on parcel weight
  3. It stores the merchant's physical inventory counts
  4. It hosts the merchant's product catalogue pages

Explanation

A payment gateway encrypts and forwards transaction details from the merchant's checkout to the payment processor and acquiring bank, then returns an authorisation result. Inventory, catalogue hosting, and shipping calculation are separate functions of the e-commerce platform.

Question 4Fundamentals of E-Business

Which term refers to the measurable percentage of website visitors who complete a desired action such as a purchase?

  1. Conversion rate Correct answer.
  2. Bounce rate
  3. Open rate
  4. Churn rate

Explanation

Conversion rate is the share of visitors or sessions that result in the target action, such as an order or a newsletter signup. Bounce rate measures single-page exits, churn measures customer loss over time, and open rate applies to email campaigns.

Question 5Fundamentals of E-Business

Which security technology creates an encrypted link between a customer's browser and an online store's server?

  1. Content delivery network
  2. Load balancer
  3. Firewall rule set
  4. TLS/SSL certificate Correct answer.

Explanation

A TLS (formerly SSL) certificate enables an encrypted HTTPS session between browser and server, protecting data such as card details in transit. Firewalls filter traffic, load balancers distribute requests, and CDNs cache content closer to users.

Question 6Fundamentals of E-Business

In e-business, what is disintermediation?

  1. Combining two competitors into a single firm
  2. Outsourcing customer service to a third party
  3. Removing intermediaries such as distributors so the producer sells directly to the buyer Correct answer.
  4. Adding new resellers to widen market coverage

Explanation

Disintermediation means cutting out middle layers of the supply chain, for example when a manufacturer sells directly online instead of through distributors. Adding resellers is the opposite trend, sometimes called reintermediation.

Question 7Fundamentals of E-Business

Which of the following is a characteristic advantage of the electronic channel over a physical store?

  1. Immunity from data protection obligations
  2. Guaranteed lower product cost for every item
  3. Continuous trading hours without staffing a counter Correct answer.
  4. Elimination of all delivery and logistics costs

Explanation

An online storefront can accept orders around the clock without a staffed physical counter, which extends reach and trading hours. It does not guarantee lower product prices, does not remove delivery costs, and does not exempt the firm from data protection law.

Question 8Fundamentals of E-Business

What is the main purpose of a shopping cart function on an e-commerce site?

  1. To let a visitor collect selected items before completing checkout Correct answer.
  2. To verify the customer's identity through a bank
  3. To display advertising banners to returning visitors
  4. To permanently archive a customer's past invoices

Explanation

The cart temporarily holds chosen products and quantities so the buyer can review and pay in one checkout. It is not an invoice archive, an advertising slot, or an identity verification service.

Question 9Fundamentals of E-Business

A supplier uses an extranet so that its retail customers can check stock levels and place replenishment orders. Which statement best explains why an extranet suits this purpose?

  1. It publishes the same content openly to all internet users
  2. It replaces the need for any authentication mechanism
  3. It only works for transactions between private individuals
  4. It gives selected external partners controlled access to defined internal systems Correct answer.

Explanation

An extranet extends part of an organisation's internal systems to named business partners behind authentication, which fits stock visibility and ordering by customers. It is not open to the general public, still requires authentication, and is not limited to consumer-to-consumer activity.

Question 10Fundamentals of E-Business

An online store wants to reduce abandoned carts. Which change most directly targets a common cause of abandonment at the checkout stage?

  1. Increasing the number of items on the home page
  2. Shortening the company's privacy notice
  3. Showing all fees and delivery charges before the final payment step Correct answer.
  4. Adding more product photographs to category pages

Explanation

Unexpected costs revealed late in checkout are a well-documented reason shoppers abandon carts, so displaying fees and delivery charges early removes a late surprise. Extra photographs, a busier home page, and a shorter privacy notice do not address checkout-stage cost shock.

Question 11Fundamentals of E-Business

A firm receives an order and then manufactures the item specifically for that customer. Which fulfilment model is this?

  1. Drop shipping
  2. Make-to-stock
  3. Consignment
  4. Build-to-order Correct answer.

Explanation

Build-to-order (or make-to-order) starts production only after a confirmed order, which reduces finished-goods inventory but lengthens lead time. Make-to-stock produces ahead of demand, drop shipping ships from a supplier's stock, and consignment places goods with a reseller who pays after sale.

Question 12Fundamentals of E-Business

Which practice best supports compliance with data protection principles when an online shop collects customer details?

  1. Collecting only the data needed for the stated purpose and deleting it when no longer required Correct answer.
  2. Sharing the customer list with unrelated advertisers without consent
  3. Collecting extra data such as health details for a newsletter signup
  4. Retaining all customer data indefinitely in case it becomes useful

Explanation

Data minimisation and storage limitation require collecting only what the stated purpose needs and keeping it no longer than necessary. Indefinite retention, unconsented sharing, and irrelevant sensitive data all breach these principles.

Question 13Fundamentals of E-Business

A business wants its product pages to appear in search engine results without paying for each click. Which activity is it investing in?

  1. Affiliate marketing
  2. Search engine advertising
  3. Email marketing
  4. Search engine optimisation Correct answer.

Explanation

Search engine optimisation improves organic ranking through content, structure, and technical quality without paying per click. Search advertising buys sponsored placements, affiliate marketing pays partners per referral, and email marketing targets an existing contact list.

Question 14Fundamentals of E-Business

Which document typically sets out what an online service provider will and will not do with a customer's personal data?

  1. Purchase order
  2. Service level agreement
  3. Privacy notice Correct answer.
  4. Bill of lading

Explanation

A privacy notice explains the purposes, legal basis, retention, and sharing of personal data collected by the service. A purchase order requests goods, a bill of lading is a transport document, and a service level agreement defines performance commitments.

Question 15Fundamentals of E-Business

An e-business records 20,000 sessions in a month and 600 completed orders. What is the approximate order conversion rate?

  1. 6%
  2. 30%
  3. 0.3%
  4. 3% Correct answer.

Explanation

Conversion rate equals orders divided by sessions, so 600 divided by 20,000 gives 0.03, or 3%. The other figures result from misplacing the decimal point or doubling the numerator.

Question 16Fundamentals of E-Business

Which arrangement describes an electronic marketplace where many independent sellers offer goods to many buyers on one platform?

  1. A horizontal marketplace or many-to-many exchange Correct answer.
  2. A consumer-to-consumer auction limited to one seller
  3. A closed intranet procurement portal
  4. A single-firm direct storefront

Explanation

A marketplace aggregates numerous sellers and buyers, creating a many-to-many exchange that benefits from liquidity and shared infrastructure. A single-firm storefront has one seller, an intranet portal is internal, and a one-seller auction is not a many-to-many market.

Question 17Fundamentals of E-Business

A company links its online order system directly to suppliers' inventory systems so replenishment orders are raised automatically. Which concept does this illustrate?

  1. Electronic data interchange within a supply chain Correct answer.
  2. Content syndication
  3. Disintermediation of the retailer
  4. Consumer-to-consumer trading

Explanation

Automated system-to-system exchange of order and stock data between trading partners is electronic data interchange, a core supply chain integration practice. It does not remove the retailer, involve consumers trading with each other, or syndicate content.

Question 18Fundamentals of E-Business

Why do many e-businesses use a content delivery network for product images and static pages?

  1. It guarantees the website will never experience downtime
  2. It encrypts customer passwords stored in the database
  3. It serves cached content from locations nearer the user, reducing latency Correct answer.
  4. It replaces the need for a payment processor

Explanation

A CDN caches static assets at edge nodes close to users, which shortens round-trip time and reduces load on the origin server. It does not handle password encryption, payment processing, or absolute uptime guarantees.

Question 19Fundamentals of E-Business

A subscription business finds that customers cancel mainly in their first month. Which metric should management examine most closely?

  1. Click-through rate of display banners
  2. First-month churn rate Correct answer.
  3. Page load time of the home page
  4. Average order value

Explanation

Churn rate measures the proportion of customers who cancel in a period, so first-month churn directly quantifies the early-cancellation problem. Order value, banner click-through, and page load time are useful but do not measure cancellation.

Question 20Fundamentals of E-Business

Which statement best distinguishes e-commerce from e-business?

  1. E-business is limited to consumer markets, while e-commerce covers only business markets
  2. E-commerce and e-business are identical terms with no useful distinction
  3. E-commerce covers internal administration, while e-business covers only online payments
  4. E-commerce covers buying and selling transactions, while e-business covers the wider set of electronically enabled business activities Correct answer.

Explanation

E-commerce is the transactional core of buying and selling online, whereas e-business is broader and includes activities such as supply chain coordination, customer service, and internal collaboration conducted electronically. The other options misstate the scope or deny a recognised distinction.

Question 21Fundamentals of E-Business

A merchant introduces a tokenisation service so that card numbers are replaced by reference tokens in its systems. What is the primary benefit?

  1. Stored tokens are useless to an attacker who breaches the merchant database Correct answer.
  2. Customers no longer need to authenticate with their bank
  3. Card transactions become free of any processing fee
  4. Refunds can be issued without contacting the acquirer

Explanation

Tokenisation substitutes a reference value for the card number, so a database breach exposes tokens that cannot be used to authorise payments. It does not remove processing fees, bank authentication, or acquirer involvement in refunds.

Question 22Fundamentals of E-Business

A firm's website is hit by a flood of requests from many compromised devices, making it unavailable to genuine customers. Which attack is this?

  1. Phishing
  2. SQL injection
  3. Distributed denial of service Correct answer.
  4. Card skimming

Explanation

A distributed denial of service attack uses many compromised hosts to overwhelm a service and deny access to legitimate users. Phishing deceives users into revealing credentials, skimming captures card data at payment, and SQL injection manipulates a database through input flaws.

Question 23Fundamentals of E-Business

An online retailer sells across several countries and must decide where tax is due on each sale. Which factor most directly determines the applicable indirect tax treatment?

  1. The location of the customer and the tax rules of that jurisdiction Correct answer.
  2. The brand name of the payment gateway used
  3. The currency used to display prices on the site
  4. The number of product photographs on the listing

Explanation

Indirect tax on cross-border sales generally depends on the customer's location and the destination jurisdiction's rules, including registration thresholds. Display currency, listing content, and gateway branding do not determine tax liability.

Question 24Fundamentals of E-Business

A marketplace operator wants to raise trust in third-party sellers. Which measure most directly addresses information asymmetry between buyer and seller?

  1. Removing all product return policies
  2. Increasing the number of sellers on the platform
  3. Reducing the platform's commission on each sale
  4. Publishing verified seller ratings and dispute-resolution outcomes Correct answer.

Explanation

Information asymmetry arises because buyers cannot easily verify seller quality before purchase, so verified ratings and visible dispute outcomes give credible signals. Adding sellers, cutting commission, and removing return policies do not reduce the asymmetry and may worsen it.

Question 25Fundamentals of E-Business

A firm analyses its funnel and finds high traffic and strong product-page engagement but very low completion of the payment step. Which conclusion is best supported?

  1. The firm needs to spend more on search advertising to increase traffic
  2. The barrier lies in the payment process rather than in attracting or persuading visitors Correct answer.
  3. Product descriptions are the main weakness in the funnel
  4. The conversion problem is caused by insufficient page views

Explanation

Traffic and product engagement are already healthy, so the drop-off at payment points to friction or failure in the payment stage, such as errors, limited methods, or trust concerns. More traffic or better descriptions would not address a payment-stage failure.

Question 26Fundamentals of E-Business

Which term describes the business relationship in which an organisation sells goods or services to individual consumers over the internet?

  1. Consumer-to-business (C2B)
  2. Business-to-consumer (B2C) Correct answer.
  3. Consumer-to-consumer (C2C)
  4. Business-to-business (B2B)

Explanation

B2C describes transactions where the seller is a company and the buyer is an individual end consumer. The other models differ in who sits on each side of the transaction, such as firm-to-firm or individual-to-individual trading.

Question 27Fundamentals of E-Business

Which revenue model charges the buyer each time a digital item such as a film is downloaded, rather than on a repeating schedule?

  1. Affiliate commission
  2. Pay-per-use Correct answer.
  3. Subscription
  4. Advertising-supported

Explanation

Pay-per-use models bill the customer for each individual transaction or download. The charge is tied to consumption, so a customer who downloads nothing pays nothing.

Question 28Fundamentals of E-Business

What does the term 'electronic funds transfer' refer to in an online payment context?

  1. Movement of money between accounts by electronic means without physical cash Correct answer.
  2. Delivery of a digital receipt to the buyer's email address
  3. Conversion of a shopping cart into a confirmed order
  4. Encryption of card data while it is stored on a server

Explanation

Electronic funds transfer covers the electronic movement of value between bank or payment accounts, replacing cheques and cash. It concerns the money movement itself, not the security, messaging, or order-processing steps around it.

Question 29Fundamentals of E-Business

Which term describes the use of information and communication technology to support internal processes such as staff communication and document sharing within one organisation?

  1. Extranet
  2. Intranet Correct answer.
  3. Marketplace
  4. Internet

Explanation

An intranet is a private network restricted to employees of a single organisation. It supports internal collaboration and is not exposed to external trading partners or the general public.

Question 30Fundamentals of E-Business

Which of the following best describes a digital wallet used in online checkout?

  1. A physical card reader attached to a merchant's till
  2. A service that stores payment credentials and releases them to a merchant on the buyer's authorisation Correct answer.
  3. A credit note issued when a customer returns goods
  4. A spreadsheet the finance team uses to reconcile bank statements

Explanation

A digital wallet holds tokenised or stored payment credentials and passes them to the merchant only when the buyer approves the payment. It is a payment instrument, not an accounting or returns process.

Question 31Fundamentals of E-Business

What is the primary purpose of encryption in an e-business transaction?

  1. To guarantee that the buyer has sufficient funds
  2. To speed up the loading of product images
  3. To make intercepted data unreadable to anyone without the decryption key Correct answer.
  4. To record the transaction in the accounting ledger

Explanation

Encryption transforms data so that only a party holding the correct key can read it, protecting confidentiality in transit and at rest. It does not address performance, solvency, or bookkeeping.

Question 32Fundamentals of E-Business

Which statement describes a business-to-business (B2B) transaction?

  1. A household pays its monthly electricity bill online
  2. An individual sells a used bicycle to another individual
  3. A shopper buys a pair of shoes from a consumer marketplace
  4. A wholesaler sells stock to a retail chain through an online ordering portal Correct answer.

Explanation

B2B transactions take place between two organisations, as when a wholesaler supplies a retail chain. The other options involve consumers as either buyer or seller.

Question 33Fundamentals of E-Business

Which element of an e-business plan sets out the specific, measurable targets the venture intends to reach within a defined period?

  1. Objectives Correct answer.
  2. Legal structure
  3. Operating platform
  4. Value proposition

Explanation

Objectives state the measurable outcomes, such as revenue or customer numbers, that the business aims to achieve. The value proposition explains why customers buy, while platform and legal structure describe how the venture is set up.

Question 34Fundamentals of E-Business

A small bakery wants to sell to customers in another country but cannot afford to build its own payment and logistics systems. Which approach most directly lowers this barrier to entry?

  1. Selling through an established marketplace that provides checkout and shipping integration Correct answer.
  2. Registering a trademark in the target country
  3. Hiring a full-time web developer to rebuild the site
  4. Buying a more powerful server for the bakery's own website

Explanation

Marketplaces supply ready-made payment processing, logistics integration and audience reach, which removes much of the fixed cost of entering a new market. Hardware, staff and trademarks do not by themselves provide checkout and delivery capability.

Question 35Fundamentals of E-Business

Which measure best protects an online store's customer database against unauthorised access by an outside attacker?

  1. Applying role-based access control so staff see only the records their job requires Correct answer.
  2. Publishing the privacy policy in the website footer
  3. Displaying a padlock icon on the checkout page
  4. Sending a monthly newsletter to all registered customers

Explanation

Role-based access control limits each user to the minimum data needed for their role, reducing the exposure created by compromised or overly privileged accounts. The other measures inform or reassure customers but do not restrict access to the database.

Question 36Fundamentals of E-Business

An e-business wants to accept card payments without ever storing raw card numbers on its own servers. Which approach achieves this?

  1. Using a hosted payment page provided by a payment gateway Correct answer.
  2. Keeping card numbers in an encrypted spreadsheet on the web server
  3. Asking customers to send card numbers through the contact form
  4. Emailing card details to the finance team for manual entry

Explanation

A hosted payment page means the customer enters card data directly into the gateway's environment, so the merchant's systems never hold the raw number. This substantially reduces the merchant's compliance scope and breach exposure.

Question 37Fundamentals of E-Business

Which practice best improves the accessibility of an e-commerce site for users who rely on screen readers?

  1. Relying on colour alone to indicate required form fields
  2. Providing text alternatives for informative images and correct heading structure Correct answer.
  3. Delivering product information only inside image files
  4. Using large animated banners on every page

Explanation

Text alternatives and a logical heading hierarchy let assistive technology convey the page structure and image content to users who cannot see the screen. Colour-only cues and image-only text are inaccessible to these users.

Question 38Fundamentals of E-Business

A retailer wants to send a personalised offer to customers who abandoned a basket in the last 24 hours. Which capability is essential for this campaign?

  1. A larger banner advertisement on the home page
  2. A printed catalogue mailed to all households
  3. A customer database that links identified users to their cart events Correct answer.
  4. A faster web hosting plan for the checkout page

Explanation

Personalised recovery messages require linking an identified customer to a specific cart event, which depends on stored customer and behavioural data. The other options affect presentation or speed, not the ability to target the right individuals.

Question 39Fundamentals of E-Business

Which factor most directly determines the level of payment card industry data security standard compliance scope for an online merchant?

  1. The design of the merchant's logo and branding
  2. The country in which the merchant's warehouse is located
  3. The number of product categories the merchant sells
  4. Whether card data is stored, processed or transmitted by the merchant's own systems Correct answer.

Explanation

Compliance scope depends on where cardholder data flows and whether the merchant's systems store, process or transmit it. Outsourcing card capture to a compliant provider reduces the scope, whereas catalogue size, warehouse location and branding do not affect it.

Question 40Fundamentals of E-Business

An e-business sells downloadable software. Which characteristic of digital goods most affects how it should manage inventory?

  1. Copies can be produced at near-zero marginal cost, so stock levels are effectively unlimited Correct answer.
  2. Physical storage space limits how many units can be held
  3. Delivery requires a courier and a tracking number
  4. Each unit must be manufactured before it can be sold

Explanation

Digital goods can be duplicated almost without cost, so the seller does not face the stock constraints of physical products. This changes pricing, inventory planning and fulfilment compared with tangible goods.

Question 41Fundamentals of E-Business

Which statement best explains why an e-business should integrate its online store with its accounting system?

  1. It allows the store to display more product photographs
  2. It removes the need to comply with tax regulations
  3. It guarantees that customers will return to buy again
  4. Orders and payments flow into the ledger automatically, reducing manual entry errors Correct answer.

Explanation

Integration passes transaction data straight into the accounting records, which cuts re-keying and the errors that come with it. It improves record accuracy but does not affect presentation, customer loyalty or legal obligations.

Question 42Fundamentals of E-Business

A firm adopts an e-procurement system for purchasing office supplies. Which outcome is the most direct benefit?

  1. Staff are automatically reimbursed for their purchases
  2. The firm no longer needs to negotiate with suppliers
  3. Customers see the firm's internal prices on the public website
  4. Purchase requisitions and approvals follow a defined workflow with an auditable trail Correct answer.

Explanation

E-procurement systems route requisitions through authorised approvers and record each step, giving control and an audit trail. They do not expose internal pricing, remove negotiation, or handle staff expenses automatically.

Question 43Fundamentals of E-Business

Which metric best indicates whether an e-business is retaining its existing customers?

  1. Number of new visitors arriving from paid search
  2. Average page load time
  3. Customer retention rate over successive periods Correct answer.
  4. Number of product images per listing

Explanation

Retention rate measures the proportion of customers who continue buying across periods, which is the direct test of loyalty. Traffic, speed and content measures describe acquisition or site performance rather than retention.

Question 44Fundamentals of E-Business

Which action best reduces the risk of a phishing attack succeeding against an e-business's customers?

  1. Educating customers to check the sender domain and never to enter credentials from an email link Correct answer.
  2. Shortening the checkout form to fewer fields
  3. Increasing the size of the company logo on all emails
  4. Offering a discount to first-time buyers

Explanation

Phishing succeeds when users trust a fraudulent message, so training them to verify domains and avoid credential entry from links addresses the root cause. Branding, form design and promotions do not change how customers judge message authenticity.

Question 45Fundamentals of E-Business

A company's e-business model relies on commission from sellers rather than on owning stock. Which risk is most specific to this model?

  1. Obsolescence of the company's own warehouse equipment
  2. Inability to collect any payment from buyers
  3. Loss of trust if third-party sellers provide poor quality or misleading listings Correct answer.
  4. Excessive holdings of unsold inventory

Explanation

When the platform does not control the goods, quality and accuracy depend on third-party sellers, so the operator's reputation is exposed to their behaviour. Warehouse and inventory risks belong to stock-holding models.

Question 46Fundamentals of E-Business

Which statement best explains the role of a value proposition in an e-business plan?

  1. It records the salaries of the management team
  2. It states the specific benefit a target customer gains that competing offers do not provide Correct answer.
  3. It lists the technical specifications of the website's servers
  4. It sets the date on which the company was incorporated

Explanation

The value proposition articulates the distinctive benefit delivered to a defined customer group and why it beats alternatives. It is a strategic statement, not a technical, payroll or registration record.

Question 47Fundamentals of E-Business

An online retailer finds that its conversion rate is strong on desktop but very low on mobile devices. Which investigation is most directly relevant?

  1. Auditing the warehouse picking process
  2. Analysing mobile page speed and the usability of the mobile checkout flow Correct answer.
  3. Reviewing the desktop advertising budget
  4. Recalculating the corporate tax provision

Explanation

A device-specific gap points to differences in the mobile experience, such as slow loading or a cumbersome checkout, so these should be examined first. Desktop budgeting, warehousing and tax have no direct link to mobile conversion.

Question 48Fundamentals of E-Business

A firm wants to expand internationally and must choose between adapting its site for each country and running one global site. Which consideration most strongly favours localisation?

  1. Differences in language, currency and local payment habits affect whether customers complete a purchase Correct answer.
  2. A single global site always loads faster in every region
  3. Localisation removes the need to comply with local consumer law
  4. One global site automatically converts prices into every currency

Explanation

Localisation responds to genuine differences in language, currency and preferred payment methods that influence trust and completion of checkout. It does not remove legal obligations, and speed depends on infrastructure rather than on the number of sites.

Question 49Fundamentals of E-Business

A business decides to move its order management to a cloud-based software-as-a-service provider. Which trade-off is most significant?

  1. Guaranteed immunity from service outages
  2. Removal of the need to train staff on the system
  3. Elimination of all data protection obligations
  4. Lower infrastructure and maintenance effort in exchange for ongoing subscription cost and dependence on the provider Correct answer.

Explanation

Software as a service shifts infrastructure and maintenance to the provider but introduces recurring fees and reliance on that provider's availability and terms. Legal obligations, outage risk and staff training all remain.

Question 50Fundamentals of E-Business

An e-business wants to measure the effectiveness of an email campaign in generating revenue rather than mere opens. Which approach is most appropriate?

  1. Tracking attributed orders and revenue from recipients who clicked through the email Correct answer.
  2. Measuring the file size of the email template
  3. Recording the number of staff hours spent drafting the email
  4. Counting how many emails were delivered to inboxes

Explanation

Revenue attribution links orders back to the campaign, showing whether the email actually generated sales. Delivery counts, template size and drafting effort describe inputs or intermediate steps rather than commercial outcomes.