Find out why one valuer wins far more instructions than another: connect your agency CRM to an AI assistant, compare how each person works after a valuation, and turn the gaps into a coaching plan: AI agent prompt

Greenhouse OS, a UK estate agency CRM built on Salesforce, says its Headless feature connects the CRM to an AI assistant such as Claude so staff can ask questions, take actions and build reports in plain English, and that it went live with its Product Council agencies in October 2026. One example it gives: when one valuer converts fewer than 1 in 10 valuations into instructions and another more than 1 in 3, the AI compares how each works, such as whether follow-ups were missed, properties were previewed, or case studies went to vendors after the appointment, and helps build a plan to close the gap. It also describes finding overdue AML checks and landlord certificates about to lapse, and two-minute briefs before a first vendor meeting. Each person's AI can only see what their CRM permissions allow. These are the vendor's descriptions and customer quotes.

SalesValuation-to-instruction conversion gap analysisintermediate

The prompt

1. Use an AI assistant on a business plan that your agency allows for client data, connected to your CRM or working from a CRM export of the last 6-12 months of valuations.
2. Ask: "For each valuer, show valuations booked, instructions won and conversion rate. Then compare the top and bottom performer on what happened after each valuation: was a follow-up logged within 48 hours, how many follow-ups in total, was the property previewed beforehand, was a case study or comparable evidence sent to the vendor, and how long until the vendor decided."
3. Ask: "List the three biggest differences in habits, with the numbers behind each one, and say what you couldn't tell from the data."
4. Check a few of the records it relies on yourself before you act on it.
5. Ask it to draft a short coaching plan and a follow-up checklist for every valuation, then review it with the team, not as a ranking of people.
6. Re-run the same question monthly to see if the gap is closing.
Open in ChatGPT Open in Claude Perplexity Download as agent skill (SKILL.md)

How to use it

  1. Copy the prompt above.
  2. Replace every [bracket] with your own details (or fill in the blanks on AgentPlaybook Real Estate, which remembers your answers for the next prompt).
  3. Paste it into Claude (Team or Enterprise plan) or another approved AI assistant, Greenhouse OS Headless or your CRM's AI connector or export and review the answer before you use it.

Works with: Claude (Team or Enterprise plan) or another approved AI assistant, Greenhouse OS Headless or your CRM's AI connector or export

Real-world example: greenhouseos.com/headless-ai-for-estate-agents/

Featured in: ChatGPT prompts for business email, replies and follow-ups · AI prompts for writing SOPs, reports, policies and checklists

Before you use it: what to check

Check yourself

Using an AI agent? Download this prompt as a SKILL.md agent skill with these checks built in, or get the .zip for Claude.ai. How to install skills.

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