Process and conversation quality

See how your field team handles the conversations at each outlet.

AutoQC offers analysis of recorded field-sales visits. Review pitch coverage, product discussion, retailer concerns and agreed next actions against your visit objectives, then use the evidence to guide manager reviews and coaching.

Discuss your recorded-visit analysis

When visit counts cannot show visit quality

A salesperson can complete the planned route while missing the focus-product conversation. Field managers need to understand what was said at the outlet, which concerns surfaced and whether the visit followed the relevant objective for that retailer and territory.

Start with your workflow

The inputs that make the analysis useful

Visit recordings and context

Usable audio with salesperson, outlet, visit and date identifiers. Include geography, visit type and known recording limitations.

Products and visit rules

Relevant SKU or category master, promotions, outlet eligibility and sales checklist. Explain the difference between a routine visit and a specific launch or campaign visit.

Review against the purpose of the visit

Define checks for the stock enquiry, focus-product pitch, promotion explanation and next action. Apply them according to outlet and visit context. A product unavailable in a territory should not generate a missed-pitch finding, and a collection-only visit may have a different checklist from a launch discussion.

Capture the retailer’s concern and the response

Examine questions about slow-moving stock, order terms or promotion conditions alongside the salesperson’s response. Keep a statement about stock separate from a verified stock measure. The useful management question is whether the conversation addressed the concern under your guidance and established a clear next step.

Compare teams on eligible visits

Scope summaries by salesperson, territory or campaign with applicable visit counts. A manager should be able to distinguish a repeated omission from a few visits where the objective did not apply. Source examples help explain the pattern before choosing coaching, clarification of a promotion or a change in the visit checklist.

Respect the limits of field audio

Busy shops, overlapping speakers and interrupted recordings affect what can be assessed. Include these conditions in the representative sample. Where the evidence is unrecoverable, show an insufficient-evidence result. A missing audible phrase is useful as a handling finding only when the available conversation supports that judgment.

Add execution evidence when the question requires it

Audio can establish that someone discussed a display or promised an order. Confirming actual placement, stock or purchase requires additional records. Comparisons with matched retail images or order data can be scoped as custom work, with outlet, timing and review criteria agreed before drawing conclusions.

Illustrative example

A promotion visit at a fictional outlet

A promotion visit at a fictional outlet
Visit checkConversation evidenceReview finding
Promotion explanationSalesperson describes the discount period.Discussion observed.
Retailer concernRetailer says existing stock moves slowly.Concern recorded; stock quantity unverified.
Eligible focus-product pitchNo pitch in the complete supplied conversation.Required discussion needs review.

Fictional example using an agreed visit checklist. It does not verify stock, location or display execution.

Start with the recorded-analysis workflow

Agree the visit checks, product context and reporting output first. Recording applications, offline upload, master-data joins and visual comparisons are separately scoped requirements, with their own implementation and review needs.

Questions about this workflow

Do we need a new recording app?

Describe your current capture process. Existing recordings can be assessed first; any new capture or upload workflow needs its own scope.

Can every territory use one product checklist?

Use a common structure with territory and outlet applicability rules so comparisons reflect the products and objectives relevant to each visit.

Related use cases

01 / Process and conversation quality

Call auditing against your SOP

Your agents serve different call types, products and customer situations. A disclosure may be mandatory in one conversation and irrelevant in another. You need an audit that follows those distinctions and gives supervisors a clear reason to inspect a call.

Explore this use case: Call auditing against your SOP
02 / Sales and customer understanding

Sales objection analysis and handling review

A lost sale tells you little about whether the customer questioned affordability, needed another decision-maker or wanted clearer product information. Sales leaders need the concern and the response together to decide what the team should practise.

Explore this use case: Sales objection analysis and handling review
03 / Sales and customer understanding

Voice of customer analysis from conversations

Support calls, onboarding discussions and customer follow-ups contain requests that never reach a survey. Your CX or product team needs to see which concerns recur, what customers actually mean and where a closer investigation would be useful.

Explore this use case: Voice of customer analysis from conversations

Bring visit quality into the manager conversation

Tell us which visit objectives matter and how your team records outlet conversations. We will scope an evidence-based visit review using your product context and representative field conditions.

Discuss your recorded-visit analysis