Create Customer Personas from Your Existing Data

1. Go to claude.ai and start a new chat. 2. Paste a short list of your data sources: CRM fields you use, support categories, survey questions, top pages, or deal stages. 3. Ask: "For each source: what can this prove, and what can it NOT tell us? Given our goal (messaging vs product vs sales), which source is highest-signal?" 4. Ask for a ranked list: primary source → secondary → nice-to-have.

1. Create a new spreadsheet. Name the first sheet "Evidence." 2. Add columns: Source | Segment hint (plan, role, or industry if known) | Theme | Example (redacted) | Frequency (rough). 3. Add at least 15–30 rows across your sources—or paste equivalent summary blocks if you're not using a sheet. 4. Open Claude in a new chat. Paste a sample of the sheet or your summaries. 5. Ask for a 5-bullet "data hygiene" check: PII risk, missing segments, and one suggested merge rule for duplicate themes.

1. In Claude, paste a sample from your Evidence sheet—or key pivots: top tags, cancel reasons, "why now" from sales notes. 2. Prompt for 3–5 candidate segments. For each, ask for: label | defining signal (what you'd look for in data) | non-audience (who to exclude) | one proof quote pattern (paraphrased, no real names). 3. Cap at 5 segments. If you get more, ask which labels to merge and why.

1. For each segment, prompt Claude using one chat or one thread per segment. Ask for this outline: Who (role) | Job to be done | Top 3 pains | Objections | Triggers / "why now" | Preferred proof (case study, demo, trial) | Where they show up (channel hint from your data). 2. Require "Evidence" bullets under each section: "Seen in: [your source/theme]"—no uncited claims. 3. Avoid fake first names. Use segment title + role (example: "Ops-led SMB — migration anxiety").

1. Ask: "Which two personas overlap the most? Merge them into one and give a decision rule for when to treat someone as A vs B." 2. Pick one primary use for this pass (messaging, product roadmap, or sales). Ask Claude to sharpen wording for that use only. 3. For each remaining persona, add Activation: one sales discovery question, one support macro or reply pattern, one product tie-in. 4. Add Misuse guardrails: "Never use this persona to claim…" with limits tied to what your evidence actually supports.

1. Create a doc titled "[Your business] — Personas (evidence-backed)." Add sections: Evidence map → Segments table → Persona pages → Activation → Review. 2. Paste polished sections from Claude. Add a footer: Sources and date updated. 3. Add Review cadence: e.g. quarterly—or after N new deals or N support tickets, whichever comes first. 4. Share the link with anyone who writes messaging, product specs, or sales scripts.