Scaling AE Quota: How Proposals Can Drive 4X More Pipeline

Feb 10, 2026

by

Ben

Wetzell

by

Ben

Wetzell

The Invisible Quota Killer: Proposal Drag

You are an Account Executive (AE) at a high-growth firm. Your calendar is a battlefield of discovery calls, demos, and closing sequences. Then, it hits your inbox: a 75-question Request for Proposal (RFP). Suddenly, your momentum stops. You spend the next three days hunting through old Word documents, Slack channels, and bothering Product Managers to find technical specs. This is 'proposal drag,' and for many sales teams, it accounts for a 20% loss in active selling time.

Why Manual Proposals Are Failing Modern Sales Teams

Research indicates that the average B2B (Business-to-Business) sales cycle now involves 6 to 10 stakeholders. Each stakeholder has a different set of requirements, leading to longer and more complex RFPs. Organizations that rely on manual methods typically spend $2,400 to $5,000 in labor costs alone per proposal. For a small team, a single Request for Information (RFI) or Security Questionnaire can derail a weekly pipeline target. But what if the AE proposal process wasn't a bottleneck, but a competitive advantage?

The Shift to AE RFP Automation

The goal of AE RFP automation is not just to 'finish the document.' It is to enable a single salesperson to perform with the output of an entire proposal department. By using AI-driven platforms, AEs can automate up to 80% of the first draft, moving from a blank page to a complete response in minutes rather than days. This is achieved through a centralized knowledge base—a single source of truth that houses every approved technical answer, SOC2 security response, and product feature description.

Connecting Discovery to Delivery

A major challenge for growth-stage teams is finding the right bids to begin with. Manual searching on public procurement portals can consume 5-8 hours per week. Tools like Settle help automate this process by providing a continuously refreshed feed of high-fit RFP opportunities. When RFP discovery is linked directly to your response workflow, the friction between identifying a lead and submitting a bid disappears. Teams using this integrated approach report a 35-50% reduction in lead-to-submission time.

The Mechanics of Speed: Smart Answers and Collaboration

How does automation actually work in a live deal? It starts with the Library. When an AE receives a complex questionnaire, the AI scans the document and matches questions against past successful bids. Instead of starting from scratch, the AE reviews 'Smart Answers' that are grounded exclusively in approved content. This eliminates 'hallucinations' (the tendency for AI to invent facts) by restricting the search to the company’s actual data.

Structured Reviews Without the Email Chains

Proposals often die in the review phase. When an AE needs a Finance lead or a Legal expert to sign off on a clause, it usually results in an endless thread of emails. Enterprise-grade collaboration features allow for inline comments and threaded discussions directly within the project. According to industry benchmarks, moving from email-based reviews to a structured workspace reduces internal friction by 67%, ensuring your bid is submitted well before the 48-hour deadline.

Competing at Scale

For mid-market and enterprise teams, volume is everything. If you can only respond to two RFPs a month, your revenue floor is capped. However, if automation allows you to respond to ten RFPs in the same timeframe, your win probability scales proportionally. Small teams of 2 to 5 people are now competing at an enterprise scale by automating the repetitive components of bid management. The result? A 3.2x faster turnaround time and a significantly higher win rate because the focus remains on the strategy, not the formatting.

The era of the 'manual grind' for sales proposals is ending. Tools like Settle help automate this process, allowing Account Executives to spend less time in spreadsheets and more time on the phone with future customers. If you're ready to reclaim your calendar and hit your quota with less friction, it might be time to rethink your proposal stack.

Frequently Asked Questions

How much time can an AE save with RFP automation?

Most Account Executives report saving between 10 and 15 hours per week on complex proposals when using automation tools. Instead of spending days hunting for technical answers, the AI drafts approximately 80% of the response instantly from a pre-approved library. This allows the AE to focus on the remaining 20% that requires custom strategy or executive summaries.

Does RFP automation work for security questionnaires?

Yes, security and technical questionnaires are actually some of the best use cases for automation because they are highly repetitive. By maintaining a 'single source of truth' for SOC2, HIPAA, or GDPR responses, an AE can bulk-fill a 200-question security spreadsheet in a fraction of the time it takes manually. This prevents the sales cycle from stalling during the critical procurement and compliance phase.

Will AI-generated proposals sound robotic to potential clients?

Modern RFP automation platforms like Settle utilize 'Smart Answers' grounded in your own company's approved voice and past wins. While the AI provides the initial draft for speed, the platform provides built-in controls to adjust the tone, add detail, or refine the writing. This ensures that the final submission is both accurate to the technical specifications and personalized to the specific prospect's needs.

How do I ensure the answers used in my proposals are up to date?

Automation tools solve this via a centralized Library that tracks the metadata of every entry, including the author, creation date, and last edit history. When a Product Manager updates a feature spec in the Library, it automatically becomes the source for all future AE proposals. This eliminates the risk of sending outdated pricing or deprecated product information to a high-value lead.

Learn more about RFP automation

Learn more about RFP automation

BG

Submit your next proposal, within 48 hours or less

Stay ahead with the latest advancement in proposal automation.

BG

Submit your next proposal, within 48 hours or less

Stay ahead with the latest advancement in proposal automation.

BG

Submit your next proposal, within 48 hours or less

Stay ahead with the latest advancement in proposal automation.