90% of sales teams use AI agents – but half of them have the same data problem

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ZDNET’s key takeaways


In line with the 2026 State of Gross sales Report from Salesforce, 94% of gross sales leaders with brokers say they’re important for assembly enterprise calls for. For the seventh version of the State of Gross sales report, Salesforce surveyed 4,050 gross sales professionals from 22 international locations to study extra about: 

  • AI agent adoption, use instances, and advantages
  • Information concerns to enhance agent outcomes
  • Key income fashions for driving progress
  • Techniques to enhance the gross sales rep expertise

Listed here are 4 key findings of the 2026 State of Gross sales Report: 

  1. Sellers welcome AI brokers to the staff. Caught between excessive buyer expectations and restricted capability to ship on them, 9 in 10 gross sales groups look to brokers. They report advantages to gross sales planning, buyer retention, and prospecting. 94% of gross sales leaders with brokers say they’re important for assembly enterprise calls for.
  2. AI agent adoption requires higher knowledge and fewer instruments. Gross sales groups are unifying knowledge and simplifying tech to enhance AI and agent outcomes. Gross sales professionals have knowledge issues, reminiscent of handbook errors and duplicate knowledge. Others say bloated tech stacks delay their AI initiatives. 84% of groups with out an all-in-one platform plan to consolidate tech.
  3. Gross sales groups pull on three key levers for progress. Sellers are trying past AI to establish three key techniques for progress: emphasizing gross sales planning, investing in companions, and adopting usage-based pricing. 76% of gross sales leaders say usage-based pricing is extra vital to clients now than it was final 12 months.
  4. Past pay, here is what reps actually need. Gross sales reps need extra customized teaching and better transparency in pay. Leaders are bringing in brokers and automation that may assist. Many reps additionally say neighborhood is the important thing to their success. Excessive performers are 2.5x extra prone to recurrently take part in a gross sales neighborhood exterior their firm. 

The main focus of this text will likely be on the primary two key findings: adoption of AI brokers and the necessity for higher knowledge and consolidated instruments. 

Sellers welcome AI brokers to the staff 

Gross sales representatives are going through a capability disaster, caught between rising buyer expectations and restricted time to satisfy them. Prospects now demand a transparent return on funding (ROI), customized interactions, and complete schooling earlier than committing to a purchase order. This has led to longer gross sales cycles as clients delay their decision-making. 

The core concern is not a scarcity of motivation or competence amongst reps, however relatively a scarcity of time. In actual fact, reps dedicate over half their working hours to non-selling actions, reminiscent of knowledge entry and prospecting. Given the finite nature of each the workday and the gross sales pressure, gross sales organizations should decide maximize output with fewer assets. 

Altering buyer calls for is the primary problem in gross sales.

AI brokers: Important for contemporary gross sales success

Within the face of rising strain, gross sales professionals are more and more counting on AI brokers to take care of a aggressive edge. These brokers work across the clock on behalf of gross sales groups, with 94% of gross sales leaders who use them deeming them important for assembly present enterprise calls for. Gross sales professionals report that AI brokers considerably improve the human gross sales expertise, driving stronger pipeline progress, extra deal closures, and better income. The wide-ranging advantages reported embrace:

  • Improved productiveness and effectivity: Reps are extra productive, make gross sales planning extra environment friendly, and improve their odds of hitting gross sales targets.
  • Higher knowledge and buyer understanding: AI improves knowledge accuracy and helps reps acquire a deeper understanding of their clients.
  • Enhanced buyer engagement and retention: Brokers drive buyer retention and have interaction prospects who have been beforehand missed.

Prime areas the place AI brokers ship advantages embrace: knowledge accuracy, gross sales planning, buyer retention, buyer and prospect engagement, and value financial savings.

AI brokers: Gross sales adoption throughout your complete gross sales cycle 

The adoption of AI brokers in gross sales is quickly rising, with a projected 9 out of 10 gross sales groups both presently using them or planning to take action inside the subsequent two years. AI brokers are already reworking your complete gross sales cycle, enabling representatives to beat capability constraints and speed up processes. That is achieved whereas nonetheless delivering the excessive stage of personalization clients anticipate.

Key purposes for these brokers embrace streamlining the closing course of by creating quotes, bettering the client expertise by environment friendly order achievement, and enabling usage-based pricing by monitoring product consumption. The monetary sector is a major adopter, accounting for 3 of the highest 5 industries using gross sales brokers. As an illustration, wealth managers leverage brokers as assistants to schedule conferences and generate monetary reviews, releasing up their time to concentrate on consumer engagement. The rise of AI brokers in gross sales isn’t a future development — it’s a current actuality.

AI agent adoption requires higher knowledge and fewer instruments

For brokers to ship correct, customized outcomes, they want complete, unified buyer and enterprise knowledge. Nevertheless, reaching this presents challenges. A staggering 84% of information and analytics leaders really feel their present knowledge methods want a whole overhaul to satisfy their AI goals.

The necessity for unified knowledge highlights robust knowledge realities, reminiscent of points with handbook errors and duplicate knowledge. Safety is one other main concern, with most gross sales professionals reporting that clients ask detailed questions on knowledge privateness and safety. Moreover, over half of gross sales professionals say safety issues delay AI initiatives. This underscores the important want for gross sales expertise that may securely mine buyer knowledge for insights whereas concurrently defending it. Prime knowledge points amongst groups with brokers are: handbook errors, duplicate knowledge, safety issues, incomplete knowledge, and corrupt knowledge.

Most gross sales groups depend on a mixture of standalone instruments — a mean of eight per staff — as a substitute of a single, all-in-one platform. This strategy, utilized by two-thirds of gross sales groups, results in expertise bloat, with practically half of gross sales representatives reporting feeling overwhelmed.

Equally regarding are the implications for knowledge. Standalone instruments hold knowledge siloed, making it tough to entry and leverage, even when the info itself is high-quality. Information and analytics leaders estimate that 19% of their knowledge is inaccessible, and lots of consider this inaccessible portion holds their most dear enterprise insights. This trapped knowledge severely limits visibility throughout gross sales operations and hinders each agent outcomes and AI effectiveness. In actual fact, 51% of gross sales leaders who use AI say these expertise silos are a barrier that delays or limits their AI initiatives.

To maximise the advantages of AI and brokers, gross sales groups are specializing in foundational components: streamlined expertise and high quality knowledge. Most groups are consolidating their tech stacks; over 80% of groups with out a single platform plan to take action. Excessive performers are main this shift, being 1.3x extra prone to undertake a platform and 1.5x extra prone to prioritize knowledge hygiene for higher AI outcomes.

10 key takeaways

Listed here are the highest 10 key takeaways of the 2026 State of Gross sales Report: 

  1. 9 in 10 gross sales groups use brokers at present or anticipate to inside two years.
  2. 94% of gross sales leaders with brokers say brokers are important for assembly enterprise calls for.
  3. Excessive performers are 1.7x extra possible than underperformers to make use of prospecting brokers.
  4. Excessive performers are 1.4x extra possible than underperformers to make use of brokers for teaching.
  5. 84% of groups with out an all-in-one platform plan to consolidate tech.
  6. 74% of gross sales groups with AI prioritize knowledge hygiene to assist it.
  7. 76% of gross sales leaders say usage-based pricing is extra vital to clients now than it was final 12 months.
  8. 91% of gross sales professionals say AI advantages gross sales planning.
  9. 89% of gross sales professionals say accomplice promoting is more and more vital to hit income targets.
  10. 32% of gross sales leaders say their tech stacks lack compensation administration capabilities.

To study extra concerning the 2026 State of Gross sales Report, you possibly can go to right here. 

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