Conversation Intelligence RFP Template for Salesforce Teams
A conversation intelligence RFP should help your team compare the workflow it will actually run—not count how many vendors check an “AI” box. Specify the conversations you need to capture, the Salesforce records involved, the evidence a manager must review, and the work your administrator will own.
Use the template below to request comparable answers, test a shortlist, and document a buying decision. It is designed for Salesforce sales teams evaluating conversation intelligence, rather than contact-center workforce management. Adapt the requirements to your channels and internal review process.
If you are still deciding which category to buy, start with call recording versus conversation intelligence. For vendor discovery, use the conversation intelligence software comparison. This page focuses on the RFP and proof you request from vendors.
Copy this RFP introduction
We are evaluating conversation intelligence for TEAM AND ROLE NAMES using Salesforce EDITION AND RELEVANT OBJECTS. Our priority workflows are PRIORITY USE CASES. We need support for REQUIRED CHANNELS, approximately USER COUNTS AND EXPECTED USAGE, and REQUIRED LANGUAGES.
Please identify what is available today, what requires configuration or an additional product, what is unsupported, and what is on a roadmap. For each requirement, provide evidence, limitations, implementation ownership, and the recurring or one-time cost. We will evaluate finalists using the same representative scenarios.
Include a decision owner, response deadline, planned evaluation period, intended rollout scope, and a contact for clarifications. Avoid promising a start date before your team has reviewed dependencies.
Define the buyer workflows first
Choose two or three workflows that justify the purchase. Write the desired behavior as a testable sentence:
- A manager can find a qualifying discovery conversation, inspect the source behind a coaching observation, and assign a useful follow-up.
- A seller can open an opportunity and review the available conversation context before the next buyer meeting.
- A RevOps owner can explain how captured activity relates to Salesforce records and resolve an ambiguous association.
List the people who will test each workflow. Include a rep and manager alongside the administrator; otherwise, a successful integration can hide an unusable daily experience.
Conversation intelligence RFP requirements matrix
Copy these rows into your evaluation document. Add a requirement ID, priority, vendor response, evidence link, limitation, cost, and internal reviewer to each row.
| Area | Requirement to specify | Evidence to request |
|---|---|---|
| Capture coverage | Required call, meeting, mobile, or in-person channels; supported languages; exclusions | A demonstrated capture for each priority channel and documented unsupported cases |
| Transcription and speakers | Usable text, speaker attribution, and navigation to source evidence | Results on the same representative conversations, with errors and correction options visible |
| Salesforce association | Objects, relationships, fields, and ambiguous matching behavior | A record walkthrough with multiple contacts and open opportunities |
| Coaching workflow | Applicable criteria, source review, manager feedback, and rep follow-up | A manager and rep completing the workflow using a relevant call type |
| AI outputs | Summaries, answers, or configured field updates that your team needs | Inputs, evidence, missing-data behavior, correction process, and update conditions |
| Access and data lifecycle | Roles, sharing, retention, deletion, export, and data-use requirements | Documentation plus tests agreed with your security and data owners |
| Operations and cost | Rollout work, support, monitoring, licenses, usage, storage, and exit needs | A scoped implementation plan and itemized quote |
Use “supported,” “supported with configuration,” “additional product required,” and “not supported” as separate responses. A roadmap promise should not receive the same score as a capability demonstrated in the proposed package.
Ask these Salesforce-specific questions
- Which information appears as Tasks, Events, custom objects, links, or external data? Which fields can we report on?
- How does a conversation relate to a Lead, Contact, Account, or Opportunity? What happens when more than one opportunity is plausible?
- What Salesforce edition, API access, licenses, permissions, connected accounts, and administrator work are required?
- How do ownership changes and sharing settings affect access to recordings, transcripts, and generated insights?
- Which AI outputs can update records? Who configures the target field, overwrite behavior, and review process?
- What happens when capture fails, processing is delayed, a user loses access, or an integration is disconnected?
Ask for the data flow rather than inferring the architecture from the phrase “Salesforce native.” The Revenue.io Salesforce overview provides a starting point for evaluating the relevant records and configured workflows.
Run the same five demo tests with every finalist
- A realistic conversation: include normal audio quality, relevant terminology, and the call type your team uses. Inspect words, speakers, and important commitments.
- An ambiguous customer match: use a contact connected to more than one open opportunity. Confirm how the system handles uncertainty.
- A coaching correction: challenge an inaccurate or inapplicable observation. Check whether the reviewer can inspect the source and resolve it.
- A restricted user: verify the access boundary your team requires using an agreed test account.
- A missing or failed input: inspect what users see when a recording or transcript is unavailable, and who owns recovery.
Use approved test material and the same scenarios. Record the configuration and package demonstrated. A polished vendor recording can illustrate the interface, but it does not substitute for testing your required workflow.
A weighted scoring model you can adapt
Separate mandatory requirements from trade-offs. An unmet essential access requirement should remain visible rather than disappearing inside a high overall feature score.
Illustrative weights: workflow fit 30%, Salesforce fit 25%, evidence and output quality 20%, implementation and administration 15%, and commercial fit 10%. These add to 100%; they are a planning example, not an industry standard.
Score each category from 0 to 5 using agreed anchors: 0 means not met; 3 means demonstrated with manageable gaps; 5 means demonstrated in your target workflow with no material gap identified. Keep supporting observations beside the score.
Calculate each contribution as category score ÷ 5 × category weight, then add them. A vendor scoring 4 in every category receives 80 out of 100. That number supports a discussion; it does not overrule an unresolved mandatory requirement or an untested claim.
Request a quote that exposes the full operating cost
Ask vendors to itemize:
- Rep, manager, administrator, and viewer licenses; minimum commitments
- Calling, meeting capture, transcription, AI, coaching, and field-update capabilities included
- Usage limits, overages, storage, retention options, and export costs
- Implementation, configuration, training, ongoing administration, and support
- Renewal assumptions, migration work, and the process for leaving the service
Use the same headcount and usage assumptions for each quote. Keep existing contracts and retirement timing in view if consolidation is part of the case. See the conversation intelligence cost guide for the budgeting questions and consolidation overview for capability mapping.
Make the decision reviewable
Build a short decision record: the workflow problem, requirements met and unmet, test results, costs, owners, rollout dependencies, and unresolved questions. Name the evidence needed to close each material gap before signing.
Keep a separate implementation plan. An RFP establishes whether a vendor can meet your needs; the rollout plan defines who configures, tests, and maintains the chosen workflow. The Salesforce coaching rollout checklist covers that next stage.
Frequently asked questions
Do we need a formal RFP for conversation intelligence?
Not every purchase needs a formal procurement document. A smaller team can use the same requirements matrix and tests in a structured evaluation. Follow your organization’s buying process and the complexity of the workflow.
Should we request a universal transcription accuracy percentage?
Ask how the vendor measured it, then use our sales-call transcription accuracy test with representative material. Aggregate word accuracy does not establish correct speaker attribution or preservation of a price, date, or next-step commitment.
How do we compare AI features fairly?
Use the same task and source material. Inspect evidence, missing-data behavior, corrections, access, and output usefulness. Evaluate the capability in the package you would buy.
Bring your requirements to Revenue.io
Explore Conversation Intelligence, watch the platform overview, or book a requirements-led demo. Bring the workflow and scenarios above, then request a quote for the scope you evaluated.