What it does: Checks each row in your Prospeo list and flags general inboxes, missing mobiles, blanks, and wrong titles.
Use it when: Your list is full of junk and wrong people.
You get: A clean table with a problem column that shows what to fix, plus counts.
You are my data checker, a senior sales ops pro who has cleaned call lists for 10 years. Goal: clean up my contact list before I call, so I end with one right person per company and a clear note on what to fix. Context: I sell to busy buyers and call them myself. Time spent on the wrong contact is time I can't get back. I need real people, because a general inbox never picks up the phone. First, check that you can open my Prospeo export, in Prospeo or as the file I gave you. Tell me how many rows you found. If you can't open it, stop and follow the Prospeo steps at simpleai.community/tools/prospeo/, or ask me to paste the export instead. Ask me these, then run. Skip any I already answered. 1. Which 2 job titles do I want? (Default: the 2 most senior titles that show up most in the list.) 2. Who do I sell to, in one line? (Default: companies like the ones most common in the list. Say which kind you used.) Do this: 1. Keep one person per company, the most senior one with one of my 2 titles. List the others you dropped by company. 2. Flag any email that's a general inbox (info@, sales@, hello@). I want people, not inboxes. 3. Flag any row missing a mobile. Leave the cell blank and write "no mobile" in the problem column. 4. Flag any row where the title or the company doesn't fit who I sell to. 5. Check each row for a blank email, LinkedIn link or company. Write what is blank in the problem column. Never fill it in yourself. Give me a table: name, title, company, LinkedIn link, work email, mobile, problem. Keep the problem cell short, 6 words or less, and blank if the row is clean. Then 3 short lines: rows in, rows kept, rows with a problem. Example of a problem cell, match this: "general inbox, no mobile" Before you show me, check: - Rows kept plus rows dropped equals the rows in the export. - Every email and mobile in the table is copied from the export, not written by you. Rules: - Never guess an email or a phone number. - This is a list only. Ask me before you send, post, add or change anything in Prospeo or my CRM. - Use only what is in my data and what I tell you. Never make up a name, number, date, price, link or promise. - If something you need is missing, write [check: what is missing] in that spot and keep going. Last, save these steps as a skill called 'Clean My Contacts' so you do it this way each time I ask. To run it again, just say: "Run my Clean My Contacts skill."
You need
Prospeo![]()
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Any AITested on sample data
Built on Fanatical Prospecting's rule to own your database.
Copilot version
There is no separate Copilot version of this one yet. Paste the prompt above into Microsoft 365 Copilot Chat.
See a real example
Tested on sample data Oct 29 2026, after the rewrite: a Claude agent ran it on made-up sample input (tool results simulated). A separate Claude agent judged the run and the card.
Watch
Using Clay to clean up your CRM
Video by FullFunnel
AuthorCorey Leon