For Supply Chain Managers ·
What you'll accomplish
Every carrier RFP cycle, you rebuild the comparison logic from scratch: five or six bids, a dozen scoring criteria, and an afternoon of copying numbers into a spreadsheet before you can tell which carrier actually wins on total cost, not just headline rate. A Custom GPT preloaded with your scoring rubric turns each new round of bids into a consistent side-by-side comparison instead of a fresh spreadsheet build.
Before you start: OpenAI changed who can build a Custom GPT in September 2026. Read Step 1 first. It may change which path you take for this guide.
What you'll need
This is the step most guides skip, and it matters here. As of September 2026, a personal ChatGPT account, even a paid Plus subscription at $20/month, can no longer create or publish a new Custom GPT. Only ChatGPT Business, Enterprise, and Edu workspace accounts can build one, and only when the workspace's admin settings allow it. OpenAI has also published a retirement date of December 11, 2026 for custom GPTs across the board, with a stated migration path to a plugin-based replacement.
What you should see: A clear yes or no on workspace access and permission. Troubleshooting: If nobody at your company can answer, treat the answer as no for now and use a Project instead. Don't wait on this guide to make that call.
What you should see: Either a chat asking what you want your GPT to do, or a form with Name, Description, Instructions, Conversation starters, and Knowledge upload. Troubleshooting: If Create is greyed out or missing, your workspace has GPT creation turned off for your account. Go back to Step 1.
You evaluate carrier and freight forwarder RFP responses for a mid-market [manufacturer / distributor]. When I paste in bid details, score each carrier on: base rate, fuel surcharge structure, transit time, historical on-time performance if provided, capacity/equipment availability, insurance and claims history, and any value-adds (tracking, dedicated capacity, etc). Weight rate and transit time most heavily unless I say otherwise. Always show your scoring math, not just a final ranking, so I can defend the recommendation to my team. Flag anything that looks like an apples-to-oranges comparison, such as one bid quoting all-in and another quoting base-plus-accessorials. Use generic labels (Carrier A, Carrier B) unless I've already made a carrier's identity non-confidential.
What you should see: The uploaded files listed under Knowledge with no error message. Troubleshooting: If a file fails to upload, check that carrier names and exact pricing are stripped before you upload it, both for confidentiality and to keep the example format-focused rather than deal-specific.
What you should see: The GPT appears in your "My GPTs" list, restricted to the visibility you chose. Troubleshooting: If a public option is the only one available, stop and check your workspace's sharing policy before publishing anything.
What you should see: A structured comparison table or list with per-criterion scores and a final ranking, plus visible reasoning. Troubleshooting: If it collapses everything into a single vague ranking with no visible scoring, restate the instructions and ask it to show its work.
Quick two-bid comparison: "Compare these two carrier bids on our standard rubric: [bid 1 details] vs [bid 2 details]. Which wins on total cost, not just rate?"
Missing-data flag: "Carrier [X] didn't provide on-time performance data. How should that affect their score, and what should I ask them for before I finalize this?"
Rubric reweighting: "For this lane, reliability matters more than cost because it's feeding a just-in-time production line. Reweight the scoring to reflect that and rerun the comparison."
Board-ready summary: "Turn this scoring comparison into a three-sentence recommendation I can put in my S&OP deck."
Renewal vs. new bid: "Our incumbent carrier's renewal terms are [details]. Compare them against this new bid: [details]. Is switching worth the transition risk?"