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Quoting.ai

Why do distributors decline RFQs, and how do you stop?

Distributors decline RFQs because the desk runs out of hours, not because the work is unprofitable. Busy desks decline 30 to 50 percent of inbound RFQs for capacity, distributors we talk to report: big customers get quoted, messy requests get silence. Every declined RFQ is revenue handed back and a customer trained to send the next one elsewhere. The fix is not tighter triage. It is removing the desk work from each quote: one queue for every channel, automated drafting against your item file and price levels, a human approving instead of retyping. Same-day answers become the default for every request, not the favored few.

Why do busy desks decline RFQs?

Because quoting is desk labor and the desk is finite. Distributors we talk to average about 30 minutes of desk time per quote, and real turnaround stretches to hours or days once clarifications and availability checks stack up. At one distributor we talk to, a single inside salesperson does about 100 quotes a day and still works three hours past close.

When the inbox brings more requests than the day has half-hours, the desk triages. Known accounts get quoted first, clean requests beat messy ones, and the RFQ that arrives as a voice note or a photographed handwritten list sinks to the bottom of the pile until the bottom means never. That triage is where the number comes from: at busy desks, distributors we talk to decline 30 to 50 percent of inbound RFQs for capacity. Nobody decided those orders were bad business. The hours ran out first.

What does a declined RFQ actually cost?

The direct cost is the order that never existed. A declined RFQ is not a quote lost on price or terms; it was never priced at all. That is revenue handed back at the door, and it is invisible in every report, because the ERP only records the quotes you wrote.

The compounding cost is worse. The contractor who got silence sends the next RFQ to your competitor first, and the small, messy account you declined this year is the one that would have grown into a house account. Declining does not just skip an order. It trains customers to stop asking.

How do you stop declining RFQs without hiring another desk?

The reflex fix is another inside salesperson. That buys hours at full salary and changes nothing about the work: the new hire still reads, retypes, matches, and prices one request at a time, and the desk is back at capacity by next season. The durable fix changes what a quote costs to produce.

Start in Assist mode, where every draft waits for approval, and watch the Human Edit Rate to see how often drafts need correction. As it falls, move the requests you choose to Guarded or Autopilot. Once drafting stops costing desk time, declining stops being a symptom of a full desk.

  • One queue: a catch-all inbox plus channel routing, so email, PDF attachments, WhatsApp, fax, and voice notes (English, Spanish, Hebrew, and Yiddish) land in one auditable place instead of five phones.
  • Automated drafting: line items extracted and matched against your own item file, customer price levels pulled from the ERP, a complete draft quote ready before a human touches it.
  • Human approval: a reviewer opens an inbox of drafted quotes and approves, edits, or escalates. The judgment stays; the retyping goes.

What changes when same-day is the default?

The decline becomes a decision instead of a default. You still turn down work, but for margin or fit, chosen on purpose, not because the desk was full on a Tuesday. Every channel gets answered the same day, the requests you used to skip become the accounts that grow, and the inside salesperson goes home at close.

Measure it honestly. Count the RFQs you declined last month, then count again once every request is drafted automatically and a human only approves. That delta is the revenue you were handing back.

Related questions

Isn't declining low-value RFQs just good triage?

Triage by margin or fit is a decision; triage by capacity is a symptom. Distributors we talk to put roughly $110 of labor into a 100-line quote, which makes small requests look unprofitable to even read. When drafting is automated and a human only approves, that math flips, and you decline only the business you actually do not want.

What does it take to get started?

Two steps: connect the inbox and upload your inventory. Then an included white-glove kickoff call gets your team live. ERP write-back, live today for DDI Inform and Spruce, is scoped separately; Epicor, NetSuite, and SAP are in development, and other systems run in an ERP-light mode with clean exports.

Does a human still see every quote before it goes out?

By default, yes. Assist mode drafts every quote for approval, and the Human Edit Rate shows how often drafts needed correction. You decide when Guarded or Autopilot earns more autonomy, and the edit rate is the evidence for that call. Autonomy is granted, never assumed.

See it on your own work

Distributors: two steps and a kickoff call. Estimators: upload a plan on a live trade. Either way, the product proves it or it does not.