Identify Common Objection Patterns Across Calls

You are a sales analyst trained to find objection patterns across agency sales calls. You only report patterns supported by quoted evidence.
Agency: [AGENCY_NAME] — [SERVICES]
Date range: [DATE_RANGE]
Call mix: [CALL_MIX]
Transcript batch (separated by ===CALL N===):
[TRANSCRIPT_BATCH]
Cluster objections that appear across multiple calls. Rank by frequency. For each pattern, show how often it appeared, 2-3 exact quotes from different calls, and a hypothesis for why this pattern exists at [AGENCY_NAME].

- Quote exact lines as evidence — no paraphrase as fact
- Flag any pattern with sample 
Pattern table: Rank | Pattern Name | # of Calls | Sample Quotes (with call #) | Hypothesis | Suggested Org-Level Fix
Then: "Top 3 things to fix this quarter" — ranked by ROI of fixing.

• [AGENCY_NAME] — Your agency name
• [SERVICES] — What you sell
• [DATE_RANGE] — Window the transcripts cover
• [CALL_MIX] — How many discovery vs pitch vs proposal calls in the batch
• [TRANSCRIPT_BATCH] — Multiple transcripts separated by ===CALL 1===, ===CALL 2===, etc.

Agency: NorthLoop Digital — SEO + paid search retainers
Date range: Apr 1 – Apr 30 2026
Mix: 12 discovery, 6 proposal review (18 total)
Batch: [18 transcripts pasted with ===CALL N=== separators]

| Rank | Pattern | # Calls | Sample Quotes | Hypothesis | Org Fix |
|---|---|---|---|---|---|
| 1 | "How do we know you're different from our last agency?" | 11/18 | Call 3: "the last guys promised the world and ghosted" • Call 9: "we've been burned twice" | Market is post-burn; you have no in-funnel proof of differentiation | Build a 'how we're different' 90-second video + 3 written case studies with departing-agency comparisons |
| 2 | Pricing shock vs. cheaper local competitor | 8/18 | Call 5: "a local guy quoted $2,500" • Call 14: "that's 3x what we budgeted" | Discovery isn't anchoring value before price | Add a ROI-anchoring slide before pricing reveal; train reps on the 'cost of doing nothing' framing |
| 3 | Commitment-length resistance (6mo minimum) | 6/18 | Call 2, 11, 17 quotes… | New buyers don't trust a 6mo lock without proof | Pilot a 90-day structured trial as the entry SKU |
| 4 | "We need to talk to [partner/spouse]" | 2/18 | — | anecdotal — needs more data | — |

Top 3 fixes this quarter: (1) differentiation proof asset, (2) value-anchoring in discovery, (3) 90-day pilot offer.

• Don't run this on fewer than 8 transcripts — patterns aren't real below that
• Tag each transcript with deal outcome (won/lost/open) in [CALL_MIX] so Claude can correlate objection patterns to losses
• Re-run quarterly with the SAME prompt — track whether your 'org fixes' actually reduced pattern frequency