Sales survey reveals quota chaos despite rising AI use

CaptivateIQ has published survey findings pointing to persistent breakdowns in sales planning and commission operations, despite broader AI adoption and more frequent quota changes.

Its 2026 State of Sales Report is based on responses from 500 full-time sales professionals in the US across industries including software, manufacturing, automotive and financial services. Respondents reported longer sales cycles, shifting performance targets and ongoing disputes over incentive pay.

Nearly three-quarters said they start the fiscal year without assigned quotas (71%). The survey also found that 23% do not have specific sales goals or quotas at all.

Targets often arrive late. Only 29% said they receive targets within the first week, while 42% wait a month or more.

Pressure on sales organisations also appears to be rising. Sales cycles increased for 49% of respondents over the past year, and 90% said they faced obstacles when trying to hit targets.

Those obstacles clustered around external and internal change: 52% cited economic shifts, 39% cited customer-side changes, and 31% cited internal organisational changes.

More frequent quotas

Many sales leaders are revisiting how often they set targets. Nearly half of respondents (49%) said their organisation has increased the frequency of setting or updating individual targets and quotas over the past three years.

Quarterly and monthly target cycles are now common. The survey found that 28% of organisations set quotas quarterly and 27% set them monthly.

Respondents linked target changes to motivation. A majority (70%) said adjustments motivate them when goals feel realistic and aligned with current market conditions. Another 67% said their motivation stays high as long as goals are clear and transparent, regardless of how often they change.

The findings suggest faster target cycles have not fixed underlying issues. When quotas arrive late and then change frequently, teams can lose valuable time at the start of a period, when planning and pipeline work typically intensify.

AI use cases

AI adoption was widespread: 81% said they use AI for at least some sales activities.

Use skewed toward routine tasks rather than planning. Customer research was the most common use case (43%), followed by drafting emails (39%) and meeting transcription (35%).

Most AI users (71%) said it has improved productivity.

Still, a sizeable minority said AI can hinder productivity in certain situations. Among AI users, 26% said tools were too basic, 22% said they do not trust the accuracy, and 20% said they have not received proper training.

Wrong measures

The research also points to continued reliance on activity-based measurement. One in nine respondents (11%) said they are still measured on metrics such as emails sent or calls made.

CaptivateIQ said such measures are becoming less useful as AI makes it easier to generate outreach at scale. The report frames this as a misalignment between what companies track and what they should reward in modern sales.

Commission errors

Commission calculations and payouts remain a major pain point. The survey found that 77% of sales professionals have experienced commission payout errors.

Those errors may affect retention and engagement. Nearly one-third of commissionable salespeople (31%) said they have left or considered leaving a sales role due to recurring incentive-compensation errors. Another 21% said they have not considered leaving, but payout issues have reduced day-to-day motivation and trust in their employer.

Many salespeople also perform what the report calls "shadow accounting". On average, commissionable salespeople spend 1.6 hours per week manually calculating their own payouts.

CaptivateIQ extrapolated that time cost across larger teams, estimating that an organisation with 500 sellers would lose more than 40,000 hours of selling time per year.

"Efforts to modernize mean nothing if reps have no clear direction when it comes time to sell, or if they are spending all their time calculating payouts instead of closing deals," said Mark Schopmeyer, Co-Founder and CEO of CaptivateIQ. "Companies that can deliver timely, transparent, and realistic goals, incentivize accordingly and accurately, and encourage strategic use of AI will do more than just hit targets; they will build a resilient, productive, and motivated salesforce."

CaptivateIQ, which sells sales performance management software, said the survey shows many companies are changing targets more often while still struggling with quota setting, measurement and incentive operations.