Key takeaways
- Capture the buyer's own words; they make the best outreach copy.
- A small, consistent set of notes makes patterns visible.
- Personalise for an account from its history, and for a segment from its patterns.
- Ask permission and respect privacy when you record conversations.
What conversation data is worth keeping
Keep the facts that would change what you say next time. A short, fixed set is better than long free-form notes nobody reads.
- What prompted the conversation, such as a trigger or a referral.
- The problem, in the buyer's own words.
- Objections or worries they raised.
- Who else is involved, and their role in the decision.
- Timing: budgets, renewals, deadlines or events they mentioned.
- Tools or suppliers they use today.
How do you use it with the same account
With the same account, use the notes to continue the conversation rather than restart it. Refer to something specific they said, follow up on anything you promised, and adjust if their role or situation has changed.
Here is an illustrative example. A buyer at a made-up logistics firm said in October that their current contract renews in March. A message in early February that opens with "You mentioned your contract comes up in March" shows you listened, and arrives when the decision is live.
How do you find patterns across many conversations
Find patterns by tagging notes consistently and reviewing them together each month. Group them by segment, such as industry or company size, and list the problems and objections that come up most.
Turn those into outreach. If finance leads in one segment keep describing month-end as "a scramble", that phrase belongs in your next subject line or opener for that segment. Compare replies against your old version, so the change is tested rather than assumed.
How do you keep conversation data accurate and fair to use
Keep conversation data accurate by recording facts rather than impressions, dating every note and updating it when something changes. A note that says "budget approved in Q3" is useful; "seemed keen" is not.
Use it fairly. Tell people when you record calls and get consent where the rules require it, keep only what you need for the sales relationship, and delete what you no longer need. Data protection rules, such as UK GDPR, apply to notes about people as much as to contact lists.
How to use past conversations in future outreach, step by step
Set the note template once; the value builds with every conversation.
- Agree a short template of five or six fields every seller fills in after a conversation.
- Save notes on the contact or deal record the same day, using the buyer's own words where possible.
- Before any new outreach, read the last notes and refer to one specific point from them.
- Each month, group notes by segment and list the most repeated problems and objections.
- Rewrite your openers and follow-ups around those phrases, and compare replies with the old versions.
Where Pebbles Ai fits
- CapabilityAI workspaceKeep an account's chats in one project and ask an assistant to draft the next message from the notes and threads you share in the chat.
- FoundationAgent memoryTell an assistant a fact to remember, such as a buyer's renewal month, and it carries into later chats; you can correct or forget it in plain words.
- CapabilityProspecting & customer recordsContact and deal records in the CRM (in Beta) hold notes, tasks and activity, so the history of each conversation sits beside the person.
Common questions
What is conversation data in sales?
Everything a buyer has told you in calls, emails and messages: their problem, objections, timing and the people involved. It is the most specific data you have.
Is it legal to record sales calls?
It depends on where you and the buyer are. Tell people you are recording, get consent where required and check the rules that apply to you.
How is this different from personalisation fields?
Fields such as name and company prove you have a list. Conversation data proves you listened, because it refers to something only that buyer said.
About this page. Written by the Pebbles Ai team for people who run sales, marketing and growth. Last updated .
