Stop Asking AI to Write. Ask It to See: Three Prompts for Better Business Decisions
by Sandy Wardenburg Waggett
6 min reading time
A practical, evidence-first playbook: three AI prompts to analyze real conversations and reveal patterns in sales objections, leadership one-on-ones, and team communication—without compromising privacy.
TL;DR: Stop asking AI to draft copy from thin air. Feed it the evidence already inside your business (calls, messages, meeting notes) and ask it to reveal patterns. Use the three prompts below—sales objections, leadership one-on-ones, and team communication—with strict privacy and authorization guardrails. Then use your judgment to act.
The Shift: From Content Factory to Pattern Finder
Most teams still use AI like a fancier word processor. That’s fine for first drafts, but the bigger prize is hidden in your own conversations: the questions prospects ask before they buy, where deals stall, how your team communicates, and what your direct reports actually need. When you give AI authorized, relevant, real-world inputs and ask it to surface patterns—not to hallucinate—decisions get clearer fast.
Your Guardrails: Privacy, Authorization, Evidence Only
Authorized Data Only: Analyze conversations you have a legitimate right to review. No exceptions.
Redact Private Details: Remove sensitive information (payment info, health data, personal addresses) before sharing.
Evidence-First: Require citations to the source text. If a conclusion is uncertain, label it as a hypothesis.
No Surveillance: Use these prompts to improve systems, not to secretly evaluate people.
Human Judgment: AI reveals patterns; you decide priorities and next steps.
Prompt 1: Surface The Objections Costing You Sales
When to Use
Run this on 5–10 recent sales-call transcripts to see the objections, hesitations, and missed moments that consistently slow or stop deals.
What to Feed
Clean transcripts from a clear date range
Optional: anonymized prospect info and stage of the deal
What to Ask AI
List every objection or hesitation in the prospect’s own words, with counts.
Identify the likely underlying concern behind each objection (e.g., price → uncertainty; timing → lack of urgency).
Flag moments where the rep could have asked a better question, clarified value, or provided proof.
Draft a practical response framework for each common objection that includes: acknowledgment, a clarifying question, a concise response in plain language, and a next question to move forward.
Recommend three improvements to the sales process, follow-up, website, or marketing content based on repeated patterns.
Finish with a one-page “Top Objections Playbook” for your next sales meeting.
How to Run It Today
Export 5–10 recent call transcripts that reflect typical deals.
Redact any sensitive info; confirm you’re authorized to use the data.
Paste transcripts with the instructions above and insist on evidence citations.
Implement one process change this week (e.g., update a follow-up email, add a proof point to a page).
If you want help turning objection patterns into assets across your funnel, consider our Performance Marketing Program for building a repeatable evidence-to-action loop.
Prompt 2: Lead Better One-on-Ones
When to Use
Use this with a transcript or detailed notes from a recent one-on-one to get objective, evidence-based feedback on your leadership.
What to Feed
The one-on-one transcript or structured notes
Context: role, goals, current projects
What to Ask AI
Review the conversation through three lenses:
Outcome: Did we leave with a clear, shared next step?
Measure: Did we define how success or progress will be recognized?
Coach: Did I ask thoughtful questions and listen, or did I jump to telling?
Then request:
What I did well, with specific quotes or moments.
Where I missed the moment, talked too much, assumed, or failed to ask the key question.
What the other person may still be unclear about.
The one most important conversation we still need to have.
Three questions I should ask next time.
A short opening script for the next meeting that builds clarity, accountability, and support.
How to Run It Today
Capture the next one-on-one (transcript or structured notes are fine).
Ask AI to analyze only what is said; require it to label assumptions.
Use the suggested opener and three questions at your next meeting.
Prompt 3: X-Ray Your Team’s Communication
When to Use
Apply this to a defined set of team emails, Slack/Teams threads, project notes, or support tickets. This is not surveillance—analyze systems, not people.
What to Feed
A date-bounded sample from one channel (e.g., last 2 weeks of support tickets)
Optional: the team’s definition of done, SLAs, or workflows
What to Ask AI
The three biggest recurring patterns.
Where work is getting stuck, delayed, duplicated, or dropped.
Where communication is unclear or breaking down.
Questions people keep asking that should become a documented process, template, FAQ, or automation.
What is working well and should be protected or repeated.
The likely business impact of each pattern.
One action to take in the next 7 days and one bigger system improvement in the next 30 days.
Finish with one question I should ask the team this week to get closer to the real issue.
How to Run It Today
Choose one channel, one time slice.
Redact private info and exclude personal DMs unless explicitly authorized.
Ask for concrete examples and label hypotheses vs. evidence.
Implement one 7-day action; schedule the 30-day improvement.
Make It Operational
Scope the Data: Tight inputs beat giant dumps. Keep to one time range and one channel at a time.
Demand Traceability: Ask AI to cite message timestamps or line numbers so you can verify.
Favor Counts Over Vibes: Request frequencies and examples, not just summaries.
Close the Loop: Convert insights into assets—objection scripts, updated FAQs, checklists, and templates.
Protect Privacy: Redact, restrict access, and store outputs where they belong. Treat internal text like any other sensitive asset.
Review Cadence: Put each prompt on a monthly or quarterly calendar so insights don’t drift.
If you want a done-with-you path to implement these reviews and turn patterns into repeatable growth plays, take a look at our Performance Marketing Program.
The Point Is Not the Prompt
The win isn’t clever wording. It’s what happens when you stop asking AI to guess and start feeding it real conversations. With authorization, privacy, and evidence-first rules, these three prompts convert noise into knowledge—and knowledge into better decisions.
By Sandy Waggett, AI integrator and founder of MSW Interactive Designs.
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