Design a sales funnel for [OFFER] for [IDEAL PROSPECT]. The prospect is currently at [BUYING STAGE], and the one next step I want is [PRIMARY CONVERSION]. My evidence about their problem, context, and objections is [PROSPECT INSIGHTS]. The selling constraints and available assets are [SALES CONTEXT AND ASSETS]. Build a funnel that earns the next step rather than forcing a sale. Do not invent buyer intent, market data, case-study results, customer names, integrations, pricing, timelines, authority, or product capabilities. Distinguish facts I supplied from hypotheses that need testing. Produce: 1. A concise funnel hypothesis: audience, trigger, problem, value proposition, proof required, and conversion event. 2. A stage-by-stage plan from first touch through handoff or close. For each stage, give the buyer question, message, channel or asset, specific CTA, qualification signal, owner, and exit rule. 3. One sample outreach message and one follow-up message, personalized only with information I supplied. 4. A measurement table listing the primary conversion, stage metric, target or baseline if supplied, and the decision each metric will inform. 5. A short experiment backlog, ranked by expected learning value, with the variable to test and success criterion. Keep the journey to the minimum viable number of steps. Match the ask to the buying stage: early-stage prospects may need a useful diagnostic or resource; active evaluators may need a tailored demo, proof, or stakeholder plan. Include disqualification and stop-contact conditions where appropriate. Before answering, check that each stage has one clear next action and that every proof claim is supported by my source material. Flag missing information rather than filling gaps. Ask up to 3 clarifying questions only if a required input is missing.
Fill in
| Placeholder | What to enter | Example |
|---|---|---|
| [OFFER] | Describe the product or service, its verified capabilities, price model if relevant, and sales motion. | CloudLedger, a subscription tool that collects monthly close tasks and approval status in one workspace; annual plans begin at $12,000; sales-assisted |
| [IDEAL PROSPECT] | Describe the role, company type, situation, and relevant buying committee members. | Controller at a 100-300 person professional-services firm using spreadsheets for monthly close; finance director and IT manager may join evaluation |
| [BUYING STAGE] | State whether this is cold outreach, problem-aware, evaluation, proposal, or expansion. | Problem-aware after a webinar signup but no sales conversation |
| [PRIMARY CONVERSION] | Name the exact next action you want, such as a discovery call or completed assessment. | Book a 25-minute discovery call to map the current close process |
| [PROSPECT INSIGHTS] | Provide verified account research, call notes, objections, triggers, and current workflow details. | Webinar registrant selected 'month-end close visibility' as interest. Public job listing mentions expanding the accounting team. No direct statement of current pain, software, budget, or timeline. |
| [SALES CONTEXT AND ASSETS] | List approved proof, available content, CRM constraints, owner, and follow-up limits. | Approved assets: two anonymized workflow diagrams and a webinar recording. SDR owns first outreach, with no more than three emails in 14 days. Do not claim ROI or integration support. |
How to use
- Start with one funnel and one conversion event; paste only account facts and proof your team is allowed to use.
- Have the model label assumptions, then remove or validate them before messages enter a sequence.
- Map each stage to a CRM event so the owner knows when to advance, pause, or disqualify a prospect.
- Then send: “Turn the first-touch stage into a three-email sequence, keeping every claim limited to the approved assets.”
Variations
Discovery-call plan
Use this when a prospect has agreed to meet and you need a productive first call.
Create a [LENGTH]-minute discovery-call plan for [PROSPECT AND ROLE] regarding [OFFER]. Use these verified account notes: [RESEARCH AND PRIOR INTERACTIONS]. The intended next step is [NEXT STEP]. Produce an agenda, 8-10 open questions ordered from context to impact to process, listening cues, qualification criteria, and a close. Do not assume budget, authority, pain, timeline, current tools, or product fit. Include a short recap template that separates confirmed facts, hypotheses, and follow-up commitments.
Nurture sequence
Use this for prospects who are interested but not ready for a sales conversation.
Design a [NUMBER]-touch nurture sequence for [AUDIENCE] considering [OFFER] at [BUYING STAGE]. Use only these approved assets and claims: [ASSETS AND PROOF]. The conversion goal is [CTA]. For each touch, provide timing, message purpose, subject or hook, channel, CTA, and stop condition. Keep the content educational and stage-appropriate. Do not invent urgency, outcomes, customer proof, or feature claims. Flag the missing evidence needed to handle likely objections.
Proposal follow-up
Use this after a proposal when several stakeholders still need to decide.
Draft a proposal follow-up plan for [ACCOUNT AND STAKEHOLDERS] after [SALES MILESTONE]. These facts are confirmed: [CALL NOTES AND PROPOSAL FACTS]. The desired decision is [DECISION OR NEXT STEP]. Produce a concise follow-up email, stakeholder-specific questions, a mutual action plan table, and risks that need confirmation. Do not imply agreement, a deadline, budget approval, legal approval, or implementation capacity unless documented. Check that requests have a named owner and date only when those were supplied.
Tips
- Define a stage by observable buyer behavior, such as completing a diagnostic or agreeing to a stakeholder meeting, not by an internal label like “warm.”
- Do not put a case study or ROI claim in a sequence until you can cite an approved source and explain why it applies to the prospect’s situation.
- A low-commitment CTA is not always better; choose the smallest action that produces the information needed for the next sales decision.
- Make a stop rule part of the funnel so repeated outreach does not continue after a clear no, an unqualified fit, or an unresponsive limit you set.
FAQ
Can AI build a sales funnel without CRM data?
It can create a hypothesis and message structure, but it should label assumptions. Use real conversion data once available to decide which stage or message needs work.
How personalized should AI sales outreach be?
Personalize to verified, relevant information such as a stated initiative or prior interaction. Do not invent pain points from a job title or use personal details that would feel intrusive.
Should every funnel include a demo?
No. A demo is useful when the buyer has enough context to evaluate the product. Earlier stages may call for a diagnostic, useful resource, or short discovery conversation instead.