AI Conversation Summaries in Follow Up Boss

What is an AI conversation summary in a real estate CRM?

An AI conversation summary condenses a contact's entire interaction history — calls, texts, emails, notes, and stage changes — into a short, human-readable narrative that tells an agent what happened, what the lead wants, and what to do next. Without it, a returning agent has to scroll through months of activity and reconstruct context manually before they can make a confident follow-up call.

In a real estate CRM context this matters because lead timelines are long. A buyer may have touched a database for 18 months across multiple agents. An AI summary surfaces the signal — price range, preferred neighborhoods, motivation timeline — in seconds rather than minutes.

How does Follow Up Boss handle conversation history?

Follow Up Boss records every interaction in a chronological activity feed attached to each contact. The timeline view shows inbound and outbound calls, text threads, email threads, logged notes, stage transitions, and task completions. Agents can filter by type and scroll backward in time, and the platform stores all of this indefinitely.

What Follow Up Boss does not do natively is synthesize that history. There is no built-in feature that reads 40 notes and 12 call logs and produces a one-paragraph summary or a recommended next action. That gap is exactly what Follow Up Ace is built to close.

How does Follow Up Ace generate contact timeline summaries?

Follow Up Ace's agentic layer — a library of 189 MCP tools that AI assistants like Claude can call on behalf of agents — includes tools such as get_contact_360 and, on Pro plans, ai_engine_get_person_intelligence, which fuse one contact's FUB record, notes, activity metadata, Ace score/tier, and any facts Ace has remembered about that person into a single call. When you ask Ace "catch me up on Jane Smith," it calls one of these tools, reads that data live, and writes back a coherent, actionable summary in plain English.

The summary is not templated or rule-based. It uses the same underlying model that powers the full Ace assistant, so it can handle nuance: a contact who said "not until spring" in October but then texted "we found something" in December will produce a summary that notes the shift in urgency and flags it as a high-priority callback — provided that shift was logged somewhere Ace can see it, such as a note. Follow Up Boss's public API does not expose full call transcripts or historical email/text bodies, so the summary is built from notes (read in full), stage and tag data, and activity metadata (that a call/text/email happened, when, and its outcome) — not from replaying the actual words of a call or an old email.

What fields does Ace populate from contact analysis?

Beyond on-demand summaries, Follow Up Ace also writes structured score data back to Follow Up Boss custom fields every night, on every plan including free:

• Ace Score — a 0–100 numeric engagement score
• Ace Tier — Hot, Warm, Cool, Cold, or Dormant
• Ace Status — current engagement classification
• Ace Response Time — how quickly the contact typically responds
• Ace Velocity Score — rate of engagement change over time
• Ace Days Since Inbound — recency of last inbound signal
• Ace Preferred Channel — call, text, or email based on response patterns

The narrative summary and next-action recommendation are handled differently: they are generated live when you ask, in the Ace chat window, the Companion app, or through an MCP-connected assistant — not written into a permanent Follow Up Boss custom field. That is a deliberate design choice: a stored summary field goes stale the moment a new note or call is logged, while a live-generated one is always built from the latest data. Ace Trove-enabled accounts also get account-wide scoring on additional predictive fields (buyer/seller propensity tiers, win/churn signals) — see the Ace Trove page for the full list.

How do AI summaries save agents time?

The time cost in a busy CRM is not making calls — it is context-switching before each call. An agent looking at a contact they last spoke to six weeks ago has to scroll, read, piece together a narrative, and decide on a tone before they dial. That pre-call review is where focus gets lost and follow-ups get skipped.

AI summaries collapse that overhead. Here is what changes in practice:

• Before a call: Ask Ace to summarize the contact — two or three sentences that tell you where this lead stands, what they care about, and what you last discussed. No scrolling.
• After a new note: Ask Ace in the chat window to re-summarize. Because the summary is generated live, it always incorporates the latest note or logged activity — there's no separate refresh step.
• For team handoffs: When a lead transfers between agents, the receiving agent asks Ace for a summary instead of asking the previous agent to brief them. The notes are already there, in writing, in the CRM.
• For database reviews: Sort by Ace Tier or Ace Score in a Follow Up Boss smart list to identify segments that need immediate outreach without opening individual records.

None of these workflows require agents to learn new software. The fields are in Follow Up Boss. The agentic summaries appear in the Ace chat window alongside the existing FUB interface. The friction is minimal because the output lives where agents already work.

How do you set up AI summaries in Follow Up Boss with Ace?

Getting AI conversation summaries running in your Follow Up Boss account takes four steps. No technical background is required.

1. Create a Follow Up Ace account. Go to followupace.com/admin/signup. The free plan is enough to connect Follow Up Boss and test basic scoring. To unlock the full AI assistant and on-demand summaries, you will need a Regular or Pro per-seat plan.
2. Connect Follow Up Boss. Inside the Ace dashboard, paste your Follow Up Boss API key. Ace will verify the connection and begin reading your account's contacts and activity.
3. Let Ace run its first nightly pass. Ace will analyze your contact database and populate the free fields (Ace Score, Ace Tier, and others) across all contacts. Depending on database size, the first full pass may take some time.
4. Use on-demand summaries via the Ace chat or your AI assistant. Ask Ace directly in the embedded chat window inside Follow Up Boss, in the Companion app, or — for Claude users — connect the Ace MCP server at https://followupace.com/mcp. Once connected, you can ask your AI assistant to summarize any contact at any time; it reads that contact's notes, activity, and score live and returns the summary in the conversation.

After setup, every contact in Follow Up Boss will have Ace fields visible in the contact detail view. Agents do not need to open a separate tool or switch tabs — the AI summary is right next to the contact's phone number and email address.