What should a B2B article earn?

Give the article a commercial job

A useful B2B article should make a business decision easier. A guide to preparing a factory buyer pack may help a manufacturer explain specifications; a hotel guide may help a corporate travel buyer compare an offer. Begin with one reader, one decision and one relevant next action. The commercial objective might be a qualified enquiry, a better sales conversation or reduced time explaining a recurring question. Record that objective before commissioning the article. Page views can describe attention, but they cannot tell a finance team whether the work earned its cost.

Agree the cost and observation window

Define the programme cost consistently. Include research, interviews, writing, Arabic adaptation, design, distribution, software directly used and accountable staff time. Keep unrelated business overhead separate unless it is deliberately included in the model. Then select an observation window that fits the actual sales cycle. A supplier with a lengthy specification process should not be assessed as if a reader can place a complete order immediately. Track the publication cohort so that a newly released article is not compared unfairly with a mature guide that has already had months to attract relevant readers.

Define qualified demand before counting it

Write a qualification rule that marketing and sales can both apply. For example, a hypothetical industrial service might require a relevant company, a stated operational need and a realistic next conversation. Downloading a checklist alone would not meet that definition. Record enquiry source, article or campaign identifier, date, assigned owner, qualification result and eventual outcome. Avoid collecting unnecessary personal information. Deduplicate repeated forms from the same opportunity, and preserve unknown sources as unknown. A smaller reliable count is more useful than an impressive total made from duplicate records or casual visits.

Read attribution as a model

Google Analytics describes attribution as assigning credit across interactions on a path to an important action. Different models can distribute that credit differently. Use the selected model consistently and state it beside the report. A guide may assist a deal that began through a referral; the final website form does not erase that earlier relationship. Review analytics alongside the CRM and finance record. Treat the resulting attribution report as a decision aid with measurement limits. It does not, by itself, prove that removing the article would have prevented every associated sale.

Work through an illustrative OMR example

Consider a clearly illustrative programme costing OMR 1,200 over the chosen period. Suppose it produces 12 qualified enquiries and three customers, each generating OMR 700 in contribution before marketing and fixed overhead. Cost per qualified enquiry is 1,200 divided by 12, or OMR 100. Programme cost per acquired customer is OMR 400. Associated contribution after programme cost is 2,100 minus 1,200, or OMR 900. The contribution-based return is 900 divided by 1,200, or 75%. This is a worked model, not a NUMU client result or a claim that the programme caused all three purchases.

Test whether the difference was caused by the work

A stronger causal question asks what would have happened without the activity. Google Ads explains conversion-lift experiments through treatment and control groups; that product is not available to every account. The broader lesson for a content team is to plan a credible comparison before announcing incremental impact. A simple before-and-after comparison can also reflect seasonality, changed prices, sales effort or a new product. Where volume is too small for a reliable experiment, report the evidence honestly: associated enquiries, customer feedback and useful learning, with a clear description of what remains unproven.

Check the economics of delivery

Profitability also depends on producing good work within a repeatable delivery model. Estimate the research and review hours for each article type, the number of agreed revisions and any interview or design expense. Track actual delivery cost against that estimate. An attractive retainer can lose money if specialist review and revisions repeatedly exceed scope. Reusable research templates and AI-assisted preparation can reduce repetitive work, but verification and clear judgement still need an owner. Finance should assess the programme using contribution after relevant costs, rather than assuming revenue or an invoice value is profit.

Make the next decision explicit

Close the monthly review with a decision: maintain the article, improve the answer, adjust the offer, strengthen distribution or stop a weak activity. Record the evidence behind that choice and one responsible owner. Separate leading signals, such as relevant search visits, from later commercial outcomes, such as qualified conversations and collected contribution. Keep a small learning log of questions asked by actual prospects; those questions can improve both future articles and the service itself. The aim is a publishing system that makes better commercial decisions over time, not a dashboard that merely becomes more crowded.