Demand generation metrics measure whether your marketing investment is creating enough qualified pipeline to hit the company's revenue targets. As B2B marketing has moved toward revenue accountability, demand gen teams are increasingly measured on pipeline and revenue outcomes -- not just top-of-funnel volume.
Funnel-based demand gen metrics
Marketing Qualified Lead (MQL) volume
The number of leads that meet your agreed definition of marketing-ready for sales outreach. MQL volume is a volume metric -- important for capacity planning but not a revenue metric on its own. A high MQL count with low MQL-to-SQL conversion is worse than a lower MQL count with high conversion.
MQL-to-SQL conversion rate
The percentage of MQLs that are accepted by sales as a Sales Qualified Lead (SQL). Formula: (SQLs created / MQLs created) x 100. B2B benchmark: 20-40% is typical; below 15% signals lead quality or qualification process issues. This metric is a leading indicator of pipeline health.
Marketing-sourced pipeline
The total value of open or created pipeline opportunities where the original lead source was a marketing activity. This is the single most important demand gen metric because it directly links marketing activity to revenue potential. Marketing-sourced pipeline should be measured both in absolute value and as a percentage of total new pipeline created.
Cost per MQL (CPMQL)
Total marketing spend divided by the number of MQLs generated. Benchmarks vary widely by channel and industry: LinkedIn Ads CPMQL is typically INR 3,000-15,000; cold email CPMQL ranges from INR 500-3,000; organic/SEO CPMQL is very low (near zero marginal cost) but takes 12-18 months to compound.
Cost per opportunity (CPO)
Total marketing spend divided by the number of qualified pipeline opportunities created from marketing leads. CPO is more meaningful than CPMQL because it accounts for MQL-to-SQL conversion quality. Two campaigns with the same CPMQL but different conversion rates have very different CPO.
Revenue attribution metrics
Marketing-sourced ARR
The closed ARR from deals that originated from a marketing-generated lead. The most direct link between demand gen investment and revenue outcome. Requires clean attribution in your CRM to track first-touch lead source from MQL to closed deal.
Marketing-influenced ARR
The closed ARR from deals where marketing touched the account at any point -- even if the deal originally came from outbound or a referral. Marketing-influenced ARR is broader than marketing-sourced ARR and is typically 2-4x higher. Both should be reported.
Channel-specific demand gen metrics
- SEO: organic sessions, keyword rankings, organic leads generated
- Paid search/LinkedIn: click-through rate (CTR), cost per click (CPC), conversion rate, CPMQL
- Content marketing: content-attributed leads, content-influenced pipeline
- Webinars: registrations, attendees, attendee-to-MQL conversion rate
- Email nurture: open rate, click rate, MQL conversion rate from email sequences
- Events: event registrations, post-event MQLs, pipeline created from event attendees
Benchmarks for demand gen metrics
- MQL-to-SQL conversion rate: 20-40% is healthy; below 15% is a red flag
- Marketing-sourced pipeline as % of total pipeline: 30-50% is typical for growth-stage B2B SaaS
- Marketing contribution to closed ARR: 20-40% is typical; top performers reach 50%+
- LinkedIn Ads CTR: 0.3-0.5% for B2B; above 0.6% is strong
- Webinar attendee-to-MQL: 20-40% of attendees should convert to some form of pipeline activity
Frequently asked questions
- What are the most important demand generation metrics?
- Marketing-sourced pipeline and MQL-to-SQL conversion rate are the most important. Pipeline sourced tells you whether marketing is creating enough potential revenue; MQL-to-SQL conversion tells you whether the leads are qualified enough for sales to act on. Secondary: cost per MQL, cost per opportunity, and marketing-sourced ARR.
- What is a good MQL-to-SQL conversion rate for B2B?
- 20-40% is the standard B2B benchmark. Below 15% typically signals a definition misalignment (marketing and sales have different criteria for what a "qualified lead" means), targeting issues (leads are not from the ICP), or a sales follow-up speed problem (leads go cold before reps reach out).
- How is demand gen different from lead generation?
- Lead generation focuses narrowly on capturing contact information and generating MQLs. Demand generation is broader: it includes building brand awareness and buyer intent earlier in the funnel, so that when buyers are ready to evaluate solutions they already know who you are. Demand gen aims to be present across the full buyer journey, not just at the moment of conversion.
- What is marketing-sourced pipeline?
- Marketing-sourced pipeline is the total value of open or created sales pipeline opportunities where the lead originated from a marketing activity (a content download, a webinar registration, a paid ad click, an organic search visit). It is the primary metric linking demand gen investment to pipeline and revenue outcomes.