Analyze · Call-Transcript & Objection-Pattern Analysis
Identify Buyer Pain Patterns Across Discovery Calls
Cluster the recurring pains your ICP describes in discovery so messaging and offers can target the real ones.
When to use
Run this before rewriting your services page, building a new offer, or briefing a positioning consultant. Use it when sales reps are saying 'every prospect has different problems' — they don't, but the pattern is buried in the transcripts.
The prompt
You are a sales analyst trained to cluster buyer pain across agency discovery calls. You report pains only when prospects explicitly stated them. Agency: [AGENCY_NAME] — [SERVICES] ICP: [ICP] Transcript batch (discovery calls only): [TRANSCRIPT_BATCH] Identify the top recurring pains. For each: (1) name the pain in 5-8 words, (2) count how many calls it appears in, (3) provide 2-3 verbatim quotes from different calls, (4) classify pain type (operational, financial, growth, brand, internal-team, vendor), (5) note if it usually surfaces unprompted or only after a rep question. - Quote exact lines as evidence — no paraphrase as fact - Flag any pattern with sample Pain table: Rank | Pain Name | # of Calls | Type | Unprompted? | Sample Quotes Then: "top 3 pains to lead with in messaging" + "any pain we can build a productized offer around".
Variables
[AGENCY_NAME]Your agency name[SERVICES]What you sell[ICP]Industry, company size, buyer role[TRANSCRIPT_BATCH]10+ discovery transcripts separated by ===CALL N===
Example input
Agency: BrightForge — SEO retainers for B2B SaaS ICP: $5-30M ARR SaaS, head of demand gen / VP marketing Batch: 12 Q1 discovery calls
Example output
| Rank | Pain | # Calls | Type | Unprompted? | Quotes | |---|---|---|---|---|---| | 1 | CAC creeping while paid is the only working channel | 9/12 | Financial / Growth | YES (8 of 9) | Call 1 "every quarter Meta gets more expensive" • Call 4 "we're trapped in paid" • Call 7 "can't keep doubling spend" | | 2 | Content team produces but nothing ranks | 8/12 | Operational | YES (5 of 8) | Call 2 "we have a content factory and zero traffic" • Call 9 "we publish 12 a month and Google ignores us" | | 3 | Past agency "all reporting, no execution" | 7/12 | Vendor | After rep question (6 of 7) | Call 3 "the last firm sent dashboards but nothing moved" | | 4 | Internal SEO hire just quit / can't backfill | 4/12 | Internal-team | YES | quotes from Calls 5, 8, 10, 12 | | 5 | Brand/category education gap | 2/12 | Brand | thin signal | Top 3 messaging leads: (1) "escape the paid-only trap", (2) "content factory, zero traffic", (3) "execution, not reporting". Productized offer opportunity: a 'SEO bench / fractional SEO lead' offer aimed at the 4 calls where the in-house SEO just quit.
Pro tips
- The 'unprompted?' column is the gold — unprompted pains are the ones to lead messaging with
- Don't run this on mixed batches (discovery + proposal) — the dynamics are different
- When a thin-signal pain shows up in 2-3 of your highest-ARPU prospects, take it seriously despite low count
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