Prompt Builder Best Practices

The more specific the prompt, the more useful the response. Vague questions produce vague answers.

A prompt performs best when it reads like instructions to a research analyst — what to do, what sources to prioritize, and how to structure the output.

Example:

Analyze {account}'s most recent earnings call transcript. Identify the top 3 strategic priorities mentioned by the CEO or CFO. For each priority, explain why it matters for a sales conversation and suggest one question I could ask a VP-level contact about it.

If the desired output is a list, a table, or bullet points with headers — say so. The AI follows formatting instructions.

Example:

For {account}, create a competitive landscape summary in the following format:

Limit to the top 5 competitors.

Telling the AI what NOT to include is just as important as telling it what to include.

Example:

Summarize the latest quarterly earnings for {account}. Focus only on revenue, growth rate, and any forward guidance changes. Do not include stock price commentary or analyst ratings. Keep the summary under 200 words.

The 10,000-character limit is there for when precision demands it — not to be filled for the sake of length. A focused 200-character prompt will outperform a scattered 5,000-character one.

The key is density of intent: every sentence in a prompt should either clarify what is wanted, how it should be formatted, or what to avoid. If a sentence doesn't do one of those three things, it's probably not adding value.

Dropping {account} into a generic sentence produces a generic response. Building the entire prompt around the parameter produces a response that's deeply contextualized to that company.

Weak usage:

Tell me about {account}.

Strong usage:

Based on {account}'s 10-K filing, earnings call transcripts, and recent news from the past 6 months, identify 2-3 signals that suggest they may be evaluating new solutions in their go-to-market function. For each signal, explain the business pressure behind it and recommend a conversation angle for outreach.

The prompts created in the Prompt Builder are for the team. The output should be something a rep, AE, or CSM can use immediately — without heavy editing. If the response consistently requires rework, the prompt needs refinement.

These are ready to copy into the Prompt Builder. Test them with a few different accounts and adjust as needed.

Summarize the most recent earnings call for {account}. Include: (1) the top 3 strategic priorities mentioned by leadership, (2) any guidance changes or revised targets, (3) key themes from the analyst Q&A. Keep the summary under 300 words and use bullet points.

Identify, validate, and rank 5 to 10 peer companies for {account} using official filings from the last two fiscal years. For each peer, include: company name, industry, approximate revenue, and one sentence on how they compete with or relate to {account}.

Create a research brief for {account} that can be reviewed before a first meeting. Include: (1) company overview — what they do, size, and industry position, (2) recent news from the last 6 months, (3) any leadership changes in their go-to-market or technology functions, (4) 2-3 potential pain points based on public information. Format as a one-page brief with headers.

Based on all available data for {account}, identify the 2 strongest buying signals from the following categories: financial performance pressure, revenue growth deceleration, leadership changes, hiring surges, strategic or operational shifts, or earnings Q&A and external pressure. For each signal, provide 2-3 sentences of evidence and explain why it creates urgency.