Salesforce reported that 67% of sales representatives did not expect to meet quota in 2024, while 84% said they had missed quota the prior year. These are survey results, not a forecast for every sales team. They are useful because they connect quota pressure to the operating work that leaders can inspect.
Quota pressure benchmark
| Measure | Reported result | Local question |
|---|---|---|
| Reps not expecting to meet quota | 67% | Which stage or segment is under pressure? |
| Reps who missed quota the prior year | 84% | Was the issue capacity, pipeline, or conversion? |
| Survey population | 5,500 sales professionals | Does the sample match this team? |
Source: Salesforce State of Sales summary, published July 25, 2024 and accessed August 10, 2026.
Measure the workflow before adding automation
Track qualified pipeline created, stage conversion, time in stage, follow-up age, data completeness, and seller time spent on non-selling tasks. Break each measure down by segment and owner. A single top-line attainment number hides where the process is leaking.
AI can help with account research, call preparation, record checks, and follow-up drafts. Keep targeting, claims, consent, pricing, and relationship decisions with a named seller. An operator can maintain the queue and escalate exceptions without sending unapproved outreach.
Method and limits
The Salesforce figures come from a survey and use Salesforce's definitions of sales teams and AI. Association between AI use and outcomes is not proof that AI caused the outcome. Compare the external benchmark with a consistent internal baseline.
Frequently asked questions
Does a missed quota prove that the CRM is the problem?
No. It may reflect demand, territory design, offer fit, pipeline quality, or execution. Use the CRM as evidence, not as the only explanation.
What should a small team automate first?
Start with record completeness, meeting preparation, and follow-up reminders where a human can review the result.
Related Research
BusinessGrowthAssistant can help keep the daily research, SEO, and review queue explicit so growth work has a clear owner.
Sources
- Salesforce, State of Sales, 6th edition, published July 25, 2024: https://www.salesforce.com/news/stories/sales-ai-statistics-2024/