[GTM glossary](/glossary.md) Sales and marketing analytics RevOps & Pipeline # Sales and marketing analytics In short Sales and marketing analytics is the practice of collecting, joining, and analyzing data from marketing campaigns, sales activity, and customer outcomes to understand what produces pipeline and revenue. It answers which channels, segments, and actions work. The key feature is connecting both sides. Marketing analytics alone stops at leads and clicks; sales analytics alone starts at opportunities. Combined analysis follows an account from first touch through closed deal and renewal. ## Questions it should answer * **Source:** Which channels and campaigns create pipeline, not only leads? * **Conversion:** Where do prospects drop between lead, opportunity, and customer? * **Speed:** How long does each stage take, and by segment? * **Quality:** Which segments win and retain best? * **Efficiency:** What does it cost to acquire a customer from each source? --- ## Core metrics ### Marketing side Leads by source, conversion to qualified lead, cost per lead, and pipeline influenced or sourced. ### Sales side Win rate, average deal size, sales cycle length, pipeline coverage, and quota attainment. ### Shared Lead-to-opportunity conversion, funnel velocity, customer acquisition cost, and revenue by segment. --- ## How to set it up Start with a shared funnel definition and consistent CRM fields for source and stage. Make sure each lead and opportunity ties back to an account. Without that link, you cannot report on outcomes by campaign. Then build a small set of reports tied to decisions. For example, a monthly view of pipeline by source and segment tells you where to shift budget. Say one channel produces many leads but few opportunities; analytics shows it, and you can test cutting spend or changing the offer. --- ## Common mistakes * **Counting leads instead of revenue:** Volume metrics hide poor quality. * **Inconsistent definitions:** Marketing and sales report different numbers for the same thing. * **Too many dashboards:** Nobody acts on thirty reports. * **Over-trusting attribution:** Models are simplifications, so read them as direction, not proof. * **Dirty source data:** Missing or overwritten source fields break every report. --- ## Sales and marketing analytics FAQs **What are sales and marketing analytics?** Sales and marketing analytics is the analysis of campaign, funnel, and pipeline data to learn what drives revenue. It connects marketing activity to sales outcomes so teams can see which channels, segments, and actions create customers. **What metrics should sales and marketing teams track together?** Useful shared metrics include lead-to-opportunity conversion, pipeline by source, win rate, sales cycle length, customer acquisition cost, and revenue by segment. These show how marketing output turns into closed deals. **How do you connect marketing data to sales results?** Use consistent CRM fields for source and stage, tie every lead and opportunity to an account, and keep original source values from being overwritten. That lets you trace closed deals back to the campaigns and channels that started them. **Why do sales and marketing report different numbers?** Usually because they define terms differently, such as what counts as a lead or qualified opportunity, or pull from different systems. Agreeing on shared definitions and one source of truth fixes most disagreements. Share term --- ## More related phrases * [Sales operations analytics](/glossary/sales-operations-analytics.md) * [Marketing analytics](/glossary/marketing-analytics.md) * [Data visualization](/glossary/data-visualization.md) ## Similar phrases * [Funnel metrics](/glossary/funnel-metrics.md) Funnel metrics are the counts, conversion rates, and timings that show how prospects move from first touch to closed deal, helping teams find where revenue leaks. * [Attribution reporting](/glossary/attribution-reporting.md) Attribution reporting shows which marketing and sales touchpoints contributed to pipeline and closed revenue, so teams can decide where to invest budget and effort. * [Conversion rate](/glossary/conversion-rate.md) Conversion rate is the percentage of people or accounts that move from one stage of your funnel to the next, and it shows where your go-to-market motion leaks. * [Marketing-sourced pipeline](/glossary/marketing-sourced-pipeline.md) Marketing-sourced pipeline is the pipeline value from opportunities that originated from marketing activity, as opposed to sales outbound or partner referrals. * [Marketing attribution model](/glossary/marketing-attribution-model.md) A marketing attribution model is a rule set that assigns credit for a conversion or deal to the marketing touchpoints that came before it.