How distributors turn RFQs into quotes

Distributors turn an RFQ into a quote in six steps: take in the request, clean up the list, match every line to a part they sell, source anything they don’t stock, price it, then review and send. The matching step is where the time goes.

What an RFQ looks like when it lands

An RFQ (request for quote) is a customer asking for line-item pricing on parts they’ve already picked out. For an industrial distributor, it usually shows up as a short email, a PDF, or an Excel file—especially for long lists.

The hard part starts when the customer's list doesn't speak your catalog's language. Part numbers don't line up. Descriptions contain abbreviations, typos, and the customer's own naming conventions.

Something like HHCS 1/2-13 x 2 GR5 ZP has to become a part in your system before anyone can price it.

That translation is the real job. Everything else in the quote depends on it.

The six steps from RFQ to quote

The work follows six steps, from getting the request out of the inbox to reviewing the finished quote.

The path from request to quote
  1. Intake
  2. Clean up
  3. Match parts
  4. Source
  5. Price
  6. Review & send

Matching connects the customer's descriptions to the parts in your catalog.

  1. Take in the request

    Pull the request out of the email and into a format your team can work with. A PDF may need to become a spreadsheet before the work can start.

  2. Clean up the list

    Split combined lines, interpret abbreviations, confirm quantities and units of measure, and flag anything that needs clarification from the customer.

  3. Match every line to a part you sell

    Compare customer part numbers and descriptions against your catalog. Check the manufacturer, specifications, and existing cross-references. This step often sets the pace for the entire quote.

  4. Source what you don't stock

    Find a supplier for non-stock lines, request pricing, and collect the responses you need to complete the quote.

  5. Price it

    Apply the customer's pricing, check what they paid last time, and set the margin on sourced items.

  6. Review and send

    Check matches and prices, enter the finished quote in your ERP, and send it back to the customer.

Where BoltWise fits: BoltWise reads incoming RFQs, maps customer and supplier part numbers to your own, and helps find suppliers for non-stock parts. Your team reviews the proposed matches and keeps the final say.

Where the hours go when it’s done by hand

Matching a line by hand can mean searching your records, digging through vendor catalogs, and checking specifications. Repeat that across a large bid and the work quickly takes over the calendar.

How matching time adds up

Illustration at 3 minutes per line

Lines × 3 minutes ÷ 60. This shows matching time only; sourcing, pricing, and final review add more work. These are illustrative calculations, not measured customer results.

Large distributors may spread that work across a sourcing department. On smaller teams, it often falls to the same people who need to be visiting accounts and helping customers.

With proposed matches already in place, the starting point changes. Your team can focus on checking manufacturer, description, and specifications, then resolve the lines that still need research.

Start with a proposed match, instead of a blank spreadsheet.

How to roll it out without disrupting the team

A practical rollout begins with the requests that consume the most time. Test on real data, involve the people who quote every day, and make corrections part of the workflow.

  1. Point it at the big lists first.Keep quick one- and two-item requests in the workflow that already serves them well. Use longer lists to test where matching can make a difference.
  2. Run real RFQs before committing.Use your own catalog and customer descriptions. Check the quality of the matches and the effort required to review them.
  3. Give the change a clear purpose.Connect the rollout to faster responses and more time with customers. Give the team a reason to change a familiar routine.
  4. Make feedback part of the job.Correct bad matches and save the right cross-references, so the next request benefits from what your team already knows.

What to look for in RFQ-to-quote software

A clean sample file only tells you so much. Use the requests your team actually receives to evaluate RFQ-to-quote software.

  • Reads requests as they arriveEmail, PDFs, spreadsheets, typos, and abbreviations—without asking customers to change their process.
  • Matches to your catalogCustomer and supplier part numbers map to your SKUs, with manufacturer and specifications visible for review.
  • Keeps people in controlWeak matches are easy to identify, check, and correct before the quote goes out.
  • Remembers correctionsFix a cross-reference once and check that the correction carries forward.
  • Handles non-stock partsSupplier discovery and pricing belong in the quoting workflow, too.
  • Works with your ERPAsk which systems are supported today and verify how a finished quote gets into yours.
  • Covers the products you sellTest MRO, safety, electrical, and other categories alongside fasteners.
  • Comes with evidenceAsk for customer references and measured turnaround, review time, and match rates.

Frequently asked questions

How do distributors turn RFQs into quotes?

They take in the request, clean up the list, match each line to a part they sell, source non-stock items, price everything, then review and send. Matching often requires the most research.

How long does it take to quote an RFQ by hand?

It depends on the length of the list, the quality of the descriptions, and the cross-references already available. Even a few minutes of matching per line can add up to many hours on a large bid.

How much faster is it with AI matching?

The result depends on your catalog, incoming requests, and review process. Test real RFQs and compare total time to quote, including the work needed to resolve unmatched lines.

What percentage of lines can software match?

Match rates vary by list and catalog. Evaluate both the number of proposed matches and their accuracy, then measure how much manual work remains.

Does a person still check the quote?

Yes. BoltWise proposes matches and your team reviews and approves them. Your team can correct a match and save the cross-reference for future requests.

Does this only work for fasteners?

No. BoltWise also supports other industrial goods. Test the product categories your team sells using your own catalog and RFQs.

Which ERPs does BoltWise work with?

BoltWise lists Epicor Prophet 21, INxSQL, Infor CloudSuite Distribution, and The Business Edge. Confirm the integration requirements for your workflow with the team.

What's the difference between an RFQ and an RFP?

An RFQ asks for prices on specific parts and quantities. An RFP asks for a proposal covering an approach, qualifications, and terms. A distributor's line-item quoting workflow is built around the RFQ.

See how BoltWise handles your RFQs

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