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Extract Pricing Objections From a Call Transcript
Find every pricing pushback in a transcript, categorize it (sticker shock, comparison, scope, ROI doubt, timing), and suggest a CRM-tagged response.
repmanagerfounderIntermediate⏱ 15-20 min per call
When to use
Use after any call where price was discussed — proposal walkthroughs, scope conversations, renewal negotiations. Most agencies have no idea what their actual pricing-objection patterns look like, which is why pricing changes are guesswork. This prompt builds the dataset.
The prompt
You are a sales ops analyst who specializes in pricing-objection mining for digital marketing agencies. You catch every objection — explicit ("that's too expensive") and implicit ("hmm let me think about it" after a price reveal).
Agency: [AGENCY_NAME] — [SERVICES]
CRM: [CRM_TOOL]
Deal: [DEAL_NAME] | Stage: [DEAL_STAGE]
Quoted price discussed: [QUOTED_PRICE]
Input source: Call transcript
Raw transcript:
[CALL_TRANSCRIPT]
Identify every pricing objection (explicit or implicit), categorize it, and suggest one ready-to-use response per objection. Output should be paste-ready into a CRM 'Objections' field.
- Categorize each objection as one of: STICKER_SHOCK, COMPETITIVE_COMPARISON, SCOPE_MISMATCH, ROI_DOUBT, TIMING_BUDGET_CYCLE, INTERNAL_APPROVAL.
- Quote the prospect verbatim.
- Suggested response should be 1-2 sentences, agency-appropriate, never desperate-sounding.
- Score each objection's severity 1-3 (1 = mild, 3 = deal-threatening).
- If no pricing objections were raised, output "No pricing objections detected" and stop.
Pricing Objections — [DEAL_NAME]
Objection 1
Category: [type]
Severity: 1-3
Quote: "…"
Why it matters: [1 sentence]
Suggested response: [1-2 sentences]
(repeat per objection)
CRM tag: Pricing_objections = [comma-separated categories]
Overall pricing risk: Low / Medium / High — [1-sentence reason]Variables
- [AGENCY_NAME] — Your agency name
- [SERVICES] — Services you sell
- [CRM_TOOL] — HubSpot, Pipedrive, Salesforce, etc.
- [DEAL_NAME] — Deal name as in CRM
- [DEAL_STAGE] — Current pipeline stage
- [QUOTED_PRICE] — The price you quoted on or before this call (e.g. '$8k/mo retainer' or '$85k project')
- [CALL_TRANSCRIPT] — Full call transcript
Example input
Agency: Beam Creative — Webflow + brand design CRM: HubSpot | Deal: Loomwear — Website Rebuild | Stage: Proposal Quoted price: $85k project Transcript snippet: "Devon (CFO): $85k for a site rebuild feels rich. Our last redesign was $40k and we got more pages. Aisha: I love it but realistically we can't sign anything until our new fiscal year starts in August. Marco: Have you guys worked with someone like Barrel? Their deck was beautiful but they were $180k — I want to make sure we're getting that level of polish at your price. Devon: And honestly I'd want to see what the ROI looks like before I sign off on anything north of $50k."
Example output
Pricing Objections — Loomwear — Website Rebuild Objection 1 Category: COMPETITIVE_COMPARISON Severity: 2 Quote: "Our last redesign was $40k and we got more pages" Why it matters: CFO is benchmarking on price-per-page, not strategic value. Suggested response: Reframe the comparison around outcomes (conversion lift, brand consistency, CMS speed) — agree to add a 1-page ROI summary to the proposal. Objection 2 Category: TIMING_BUDGET_CYCLE Severity: 3 Quote: "realistically we can't sign anything until our new fiscal year starts in August" Why it matters: Hard timing block — even a perfect proposal can't close before August. Suggested response: Offer to lock pricing now with a signed LOI + August kickoff, so they're not pushed by other vendors in the queue. Objection 3 Category: COMPETITIVE_COMPARISON Severity: 1 Quote: "Have you guys worked with someone like Barrel? Their deck was beautiful but they were $180k — I want to make sure we're getting that level of polish at your price" Why it matters: Quality anxiety, not price resistance — actually positive (they want to believe). Suggested response: Share 2 portfolio pieces at our price point that match Barrel-level finish. Objection 4 Category: ROI_DOUBT Severity: 3 Quote: "I'd want to see what the ROI looks like before I sign off on anything north of $50k" Why it matters: CFO requires explicit ROI doc to approve. Suggested response: Build a 1-page ROI projection using current conversion rate + projected lift — make it the cover page of the proposal v2. CRM tag: Pricing_objections = COMPETITIVE_COMPARISON, TIMING_BUDGET_CYCLE, ROI_DOUBT Overall pricing risk: High — August fiscal-year block + CFO ROI requirement means this won't close in Q2 without a creative deal structure.
Pro tips
- Tag every closed deal in HubSpot with the objection categories from this prompt — after 50 deals you'll have a real heatmap of where your pricing breaks.
- Run this on closed-LOST transcripts: the most common category there tells you the single highest-leverage pricing change to make.
- If you keep seeing TIMING_BUDGET_CYCLE, build a quarterly fiscal-year-end campaign for prospects who said 'next fiscal' last quarter.
Works with
ClaudeChatGPTGemini
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