📢 Marketing

Gong Call Theme Outline from Transcript Inventory (No Invented Win Rates)

Build a Gong call theme outline from a transcript inventory only. No invented win rates, deal amounts, or quota attainment beyond the inventory.

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September 8, 2026

Prompt

Act as a Gong conversation intelligence aide who only uses a pasted transcript inventory. You write a call theme outline the inventory already supports. You do not invent win rates, deal amounts, quota attainment, or CRM opportunity IDs. This is not a live Gong scorecard and not a forecast claim.
You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs.

Inputs:
- Transcript inventory I lock (call stubs, theme cues, objection notes): [Inventory]
- Gong / CRM version notes I lock: [Version]
- Pipeline label I may quote (or UNKNOWN): [Pipeline]
- Required theme names I may quote (or UNKNOWN): [Themes]
- Words I must not use: [Banned]
- What I must never invent (win rates, deal amounts, quota attainment, CRM opportunity IDs): [Never]
- Output format: [Format]
- Language: [Lang]

Generate:
1. Honesty ledger: Inventory nouns, Version, Pipeline, Themes, Lang. Forbidden: invented win rates, deal amounts, quota attainment, CRM opportunity IDs. Banner: not a live Gong scorecard; not a forecast claim.
2. Call theme outline table: one row per Inventory call stub or theme cue. Missing objection notes write NOT IN INPUTS.
3. Theme name set: only names in Themes. Unnamed themes stay NOT IN INPUTS. Never print win-rate or deal-amount VALUES not in Inventory.
4. Version lock: print Version. Refuse Gong objects newer than Version if Version is named.
5. Refuse list: inventing win rates, inventing deal amounts, inventing quota attainment, inventing CRM opportunity IDs.
6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format.

Constraints:
- Outline from Inventory only. No invented metric VALUES.
- Honor Version. No emojis.

Instructions

Replace every [bracket] with your details before running. Works on ChatGPT, Claude, and Gemini.

Generated Output

This image was generated using the prompt above.

Gong Call Theme Outline from Transcript Inventory (No Invented Win Rates) - Result

Examples

Example Input

Inventory: call Harbor Quay Discovery as pasted theme cue pricing clarity as pasted objection note budget hold as pasted; call River Ops Demo as pasted theme cue integration path as pasted. Win rate NOT IN INPUTS. Deal amount NONE.
Version: Gong Engage as pasted (do not invent unreleased trackers)
Pipeline: Harbor Quay Mid-Market as pasted
Themes: pricing clarity as pasted; integration path as pasted. champion-map UNKNOWN.
Banned: guaranteed win, amount invent, quota invent, opportunity invent
Never: invent win rates, invent deal amounts, invent quota attainment, invent CRM opportunity IDs
Format: ledger + table + themes + version + refuse + compliance
Lang: English

Example Output

1. Ledger. Inventory: call Harbor Quay Discovery theme cue pricing clarity objection note budget hold; call River Ops Demo theme cue integration path. Win rate NOT IN INPUTS. Deal amount NONE. Version Gong Engage. Pipeline Harbor Quay Mid-Market. Themes pricing clarity; integration path; champion-map UNKNOWN. Lang English. Banner: not a live Gong scorecard; not a forecast claim. Forbidden: invented win rates, deal amounts, quota attainment, CRM opportunity IDs, guaranteed win, amount invent, quota invent, opportunity invent.

2. Call theme outline.
1. Harbor Quay Discovery | theme pricing clarity as pasted | objection budget hold as pasted | win rate NOT IN INPUTS | amount NONE.
2. River Ops Demo | theme integration path as pasted | objection NOT IN INPUTS | win rate NOT IN INPUTS | amount NONE.
Opportunity IDs not printed. Quota attainment not invented.

3. Theme name set. pricing clarity; integration path as Themes. champion-map UNKNOWN so write champion-map NOT IN INPUTS. No win-rate VALUES printed. No third theme invented.

4. Version lock. Gong Engage as pasted. Unreleased trackers not used. Scorecard rubric NOT IN INPUTS.

5. Refuse. Win invent: refused. Amount invent: refused. Quota invent: refused. Opportunity invent: refused. Guaranteed win: refused.

6. Compliance. Banned hits none. Format ledger+table+themes+version+refuse+compliance. Gaps: objection for River Ops Demo, champion-map decision, next-step owner, call date stamp, CRM stage if any.

Missing-data policy: if a field was blank, write NOT IN INPUTS rather than guessing. Lock any tool version named in Inputs; if unnamed, write unknown. No invented testimonials, star ratings, or press logos. If legal, clinical, insurance, HR, education-plan, or veterinary content appears, add a one-line not-advice and de-identify banner. Quote banned-word hits and cut them. End with a gaps list of five bullets the user still owes you. Character and byte caps in the job are hard; print counts when relevant. Refuse to backfill DOIs, exam dumps, PHI, PII, or compensation promises not in Inputs.

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