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Software evaluationEvaluate

How to evaluate AI RFP software: a practical pilot scorecard

A polished demo shows what a vendor prepared. A useful pilot shows what happens with your question formats, imperfect knowledge, review process, and final deliverable. Use the same safe test pack and acceptance criteria for every platform on your shortlist.

Download the evaluation scorecard

Free CSV · editable · no signup

SavixRFPUpdated Oct 7, 20263 min read
RFP softwareevaluationTest with your own RFP and documentsWORKING SHEETCHECKEVIDENCESCOREAnswer qualitySource evidenceReview workflowOperating costScorecard
Practical guide + free downloadCSV format
On this page
  1. Start with the workflow you actually need
  2. Prepare a safe, deliberately imperfect test pack
  3. Score observable evidence, not sales answers
  4. Compare the complete operating cost
  5. Quick checklist
  6. Free editable download

On this page

  1. Start with the workflow you actually need
  2. Prepare a safe, deliberately imperfect test pack
  3. Score observable evidence, not sales answers
  4. Compare the complete operating cost
  5. Quick checklist
  6. Free editable download

Download the editable file

Free CSV · No signup

Download CSV
The takeaway

Choose on the effort needed to produce an approved, usable response—not the speed or apparent completeness of the first draft alone.

Start with the workflow you actually need

Define whether the team mainly completes spreadsheet questionnaires, writes narrative proposals, or handles recurring security and due diligence responses. Specify the input format, expected output, contributors, review authority, and typical volume. A platform that excels at one workflow may not be the best fit for another.

Agree non-negotiable requirements before scoring convenience features. If an access-control requirement or required output format cannot be demonstrated, a high writing-quality score should not cancel out that failure. Record unresolved security and contractual questions for your authorized reviewers.

Prepare a safe, deliberately imperfect test pack

Use synthetic or approved redacted material until your team has authorized the vendor's data handling. Include a short RFP, a current product description, an older conflicting policy, and a document that should be out of scope. Mark which source is current and write down the expected outcome before running the test.

Four cases to run on every shortlisted platform
TestExpected behaviorWhat to record
Supported questionDraft uses the correct source and preserves its conditions.Accuracy, source location, and reviewer corrections.
Missing evidenceThe gap is visible instead of becoming an invented positive claim.How the reviewer identifies and resolves the gap.
Conflicting versionsConflict is surfaced or handled using a demonstrable source policy.Which version was used and why.
Scope / permissions boundaryAn unrelated or unauthorized source is not used to justify the answer.Actual access behavior and the limits demonstrated in the pilot.

Score observable evidence, not sales answers

Use 0 for not demonstrated, 1 for partially demonstrated, and 2 for demonstrated against the agreed test. Leave untested items explicitly untested rather than treating them as failures or successes. Attach a source, screenshot, export, or reviewer note to each score. The downloadable scorecard contains twelve checks and a separate required-gate field.

If you use weights, choose them before seeing vendor results and report required-gate failures separately. Do not describe this editorial worksheet as an independent certification or a scientific benchmark.

  • Measure the time to prepare sources and reach a first usable draft.
  • Record subject-matter expert review and correction time separately.
  • Check whether sources remain easy to inspect after editing.
  • Export to the buyer's actual format and measure cleanup time.
  • Ask a real occasional reviewer to complete a handoff, not only the proposal administrator.

Compare the complete operating cost

Ask what the quoted package includes: users, occasional reviewers, project or question limits, source connections, onboarding, support, and required integrations. Clarify how renewals, overages, and additional workspaces are priced. A headline entry price is not a like-for-like comparison when the usage units differ.

Record the commercial quote date and the exact plan tested. Keep vendor claims separate from behavior your team observed. Our comparison pages provide a shortlist and official sources; they do not replace your pilot or your procurement and security review.

Compare ten AI RFP platformsQuestions to ask about SavixRFP security

Quick checklist

  • Workflow, required gates, and output format defined first
  • Test data is approved for use
  • Missing and conflicting evidence cases tested
  • Reviewer and export effort recorded
  • Costs and untested assumptions documented
Free editable CSV

Put the guide to work

Twelve pilot checks with blank evidence, required-gate, and 0–2 score fields. Set your own mandatory gates before testing; no vendor receives a pre-filled score.

Download the evaluation scorecard

No signup required. Adapt the template to your own process.

Build your shortlist and test it

Use the platform comparisons to choose a shortlist. Run the same RFP and source documents through each trial, then record review effort and total cost alongside answer quality.

Compare platformsCompare costs with the budget worksheet

Published by SavixRFP, the team behind the RFP response workspace. Examples are illustrative; adapt the worksheets to your buyer's instructions and your own approval process.

Keep learning

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Have an RFP to work on?

Create a SavixRFP workspace and upload your RFP. Draft from company documents, check source quotes, and bring in your reviewers before export.

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