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Build your ideal customer profile with AI: Buyer personas, scorecards & target profiles

Share your product and segment. Juma builds a complete ideal customer profile, from ICP template to MEDDPICC scorecard, in one structured document.

Juma researches the brand's website, pricing, case studies, and competitive landscape before asking a single question, then asks targeted questions about your sales motion and available customer data. The result is a complete ideal customer profile document delivered the same day.

1

Build an ICP for an enterprise product

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Example Flow result

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  • Name the product tier or segment. "Build an ICP for our enterprise tier" produces a focused profile with pricing math and deal-size thresholds. "Build an ICP" without a tier produces something too broad to act on.
  • Share your sales motion. Whether the team runs product-led growth, outbound sales, channel partnerships, or a hybrid matters. A PLG ICP focuses on activation signals and self-serve conversion. An outbound ICP focuses on prospecting triggers and buying committee access.
  • Mention who you lose deals to. "We lose enterprise deals to Salesforce and win against HubSpot" tells Juma exactly where to position the ICP's competitive differentiation and how to frame the blockers section.
  • Include churn data if you have it. The strongest disqualification criteria come from analyzing who churned and why. "Companies under 50 employees churn at 3x the rate" turns a vague "not a fit" into a specific threshold the sales team can apply.
  • Connect HubSpot for data-backed results. If your CRM is connected, Juma can analyze closed-won deals, customer composition, and churn patterns to reverse-engineer your ICP from actual data rather than building it from market research alone.
2

How do you build buyer personas for the buying committee?

Build personas for each person involved in the buying decision before investing pipeline time. The ICP tells you which companies to target. This step adds the people layer: who inside those companies champions, evaluates, blocks, and signs the deal.

For each buying committee role, the Flow builds a complete persona covering:

  • Title, seniority, and background
  • Goals, pain points, and success metrics
  • How they evaluate vendors and what proof they need
  • The objection they will raise and the message that wins them over

The champion persona and the economic buyer persona are built first. The blocker and influencer follow. Each persona is written for the sales team to use on calls, not as a research document.

Prompt
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Now build full buyer personas for the key people in the buying committee. For each role — champion, economic buyer, blocker, influencer — expand into a complete persona: their background, goals, pain points, what they care about in the evaluation, the objection they'll raise, and the message that wins them over.

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3

How do you score existing accounts against the ICP?

Score your account list against the ICP criteria to prioritize outreach without manually reviewing every account. Share a list of target accounts and the Flow evaluates each one against the profile you built in Step 1.

Each account is scored across four dimensions:

  • Firmographic fit: company size, industry, revenue, and geography
  • Technographic fit: tools that signal readiness or create friction
  • Buying signal strength: observable triggers that indicate active evaluation
  • Disqualification flags: any hard-stop criteria from the ICP

Accounts come back ranked into three tiers: strong fit, potential fit, and deprioritize. Each tier includes a one-line explanation so the team knows why an account ranked where it did.

Prompt
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I'll share a list of target accounts. Score each one against the ICP: firmographic fit, technographic fit, buying signal strength, and any disqualification flags. Rank them into tiers — strong fit, potential fit, and deprioritize — with a one-line explanation for each.

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4

How do you create a prospecting checklist for the sales team?

Distill the full ICP into a one-page reference reps can scan on a call without reading a document. The checklist format makes the ICP criteria actionable at the point of qualification, not just useful for planning.

The checklist covers three sections:

  • Must-have criteria: the minimum requirements for a qualified lead
  • Strong-fit signals: the firmographic and technographic signals that push an account up the priority list
  • Disqualification flags: the specific conditions that tell the rep to walk away before investing more qualification time

The output is formatted for print or Notion. Each item is written as a yes or no check, not a paragraph to read.

Prompt
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Distill the ICP into a one-page prospecting checklist for the sales team. Three sections: must-have criteria (non-negotiable for a qualified lead), strong-fit signals (push the deal up the priority list), and disqualification flags (walk away). Keep it scannable — something a rep can reference on a call.

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Set up your client project: customer data, sales process, and past ICP work

A Juma Project is a shared space where the team stores everything Juma needs to know about a client. Create one project per client, add context as you go, and Juma will use what's relevant every time the team runs a flow. The more the team adds over time, the sharper every output gets.

What to add

Customer Data Summary

What the team knows about existing customers: deal sizes, win rates, industry distribution, common churn patterns, and any CRM data that grounds the ICP in reality. This is the file that changes output quality the most. With real data, the ICP will reflect who actually buys, not who the team hopes will buy.

Sales Process Overview

How deals move through the pipeline: typical sales cycle, team structure, key evaluation criteria, and common blockers. This shapes the qualification scorecard and the buying committee personas so they match how the team actually sells.

Past ICP Documents

The most recent ICP. When updating, Juma will compare new research against the previous version and call out what shifted: new industries gaining traction, changing company size sweet spots, or competitive moves that altered the landscape.

ICP Template

If the team's ICPs need to follow a specific structure or format, upload a template or a past ICP as a reference. Juma will match the structure instead of using its default layout.

Guide Juma with project info

Add a short description to each knowledge item in the project's info field so Juma knows what each file contains and when to use it. For example:

  • Customer Data Summary: "Closed-won deal analysis from 2025. Use to ground ICP in real customer patterns."
  • Sales Process Overview: "How enterprise deals move through the pipeline. Reference for qualification scorecard."
  • Past ICP: "Current ICP from Q3 2025. Compare against when doing a refresh."
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Frequently Asked Questions

How much time does this Flow save compared to building an ICP manually?

This Flow reduces ICP creation from 2 to 3 days of manual research to a single working session. Juma handles the research phase automatically, covering the brand's website, pricing, case studies, and competitive positioning before asking a single question. The team receives a complete, structured ICP document the same day rather than waiting for a multi-day sprint.

Manual ICP work typically involves pulling competitive data, synthesizing CRM patterns or customer interviews, drafting firmographic and technographic criteria, and formatting the full document for the sales team. It also requires multiple revision rounds before the team agrees on disqualification thresholds and buying signals. This Flow compresses all of that into one session by structuring the document, including firmographics, technographics, buyer personas, and a MEDDPICC scorecard, from the research and context it collects upfront.

What does a complete ideal customer profile document include?

A complete ICP document covers nine components: firmographics, technographics, observable buying signals, buyer personas for each buying committee role, objection rebuttals, a MEDDPICC qualification scorecard, reference customers, look-alike target profiles, and explicit disqualification criteria. Every data claim in the document is sourced.

Each component is built out in full:

  • Firmographics: Company size, annual revenue, headcount ranges, geographic spread, and industry tiers with the reasoning behind each threshold
  • Technographics: Tools that signal readiness to buy and tools that signal migration friction or competitive conflict
  • Buyer personas: Champion, economic buyer, blocker, and influencer, each with background, goals, pain points, evaluation criteria, likely objection, and winning message
  • MEDDPICC scorecard: A qualification framework the team can apply to active deals
  • Disqualification criteria: Specific conditions that tell reps to walk away before investing qualification time

Why do ICPs need disqualification criteria, not just fit criteria?

Disqualification criteria identify which accounts to walk away from, and this is as important as knowing who to target. Without them, sales teams spend cycles on accounts that match positive criteria but fail on signals the ICP never addressed: the wrong tech stack, the wrong buying committee structure, or a deal size that cannot support the sales cycle.

Most ICPs describe who to target in detail but say very little about who not to pursue. That gap creates real cost at the deal level. A company might look ideal on firmographic criteria but have a procurement process that makes a close impossible within a standard sales cycle, or a tech stack that creates migration friction the team underestimates during qualification. Clear disqualification thresholds give reps a binary check at the start of qualification: the account passes or it does not. This Flow builds disqualification criteria with the same rigor as fit criteria.

Can I use my own ICP template format?

Yes. Upload a custom ICP template to the project and Juma will match that structure instead of using the default layout, including section order, naming, and level of detail in each section. The uploaded template does not need to be complete; a working draft with the right structure is enough.

This is useful for agencies managing multiple clients where a consistent document format matters as much as the content itself. It is also useful for teams where ICP documents are shared with senior leadership or board members who expect a specific format. If the uploaded template includes placeholder language or explanatory notes, Juma will use those as guidance for what level of detail to include in each section. To use this feature, add the template as a file to the Juma project before running the Flow. Juma references it automatically when structuring the output.

Does this Flow work for both PLG and outbound sales teams?

Yes. This Flow produces a different ICP depending on the sales motion you describe. A PLG ICP focuses on activation signals, free-to-paid conversion thresholds, and expansion triggers. An outbound ICP focuses on prospecting triggers, buying committee access, and deal-size economics.

The sales motion shapes the ICP criteria at a structural level because the signals that predict success in a product-led model are fundamentally different from those in an outbound model. In a PLG ICP, technographic signals identify which companies will activate quickly. In an outbound ICP, they identify which companies have the infrastructure to adopt your product at the deal size the sales cycle requires. A hybrid model produces an ICP that distinguishes between the self-serve and enterprise paths and defines which firmographic signals route a company toward each. The Flow asks about your sales motion early in the session so every section reflects how the team actually sells.