Seven AI plays that turn event data you already collect into qualified pipeline. Registration acts as buying signals and books conversations before the doors open.
Continue with Part 2: orchestrating event signals at scale.
Inside this guide
Start with the data you already have.
Most AI advice for events points at some future state where agents run the funnel and the data is finally clean. Waiting for that day costs you. Waiting pushes off the plays you could run this quarter.
Events are the place to start. Event data is first-party. Event data is behavioral. Event data comes from people who chose to show up. An AI system can act on that input. You are already producing the event data. AI is the engine here. The signal is the advantage.
Below are seven plays. Each play has the one metric to hold it to.
If you can't measure a play, you can't defend it in the next budget review.
FIND YOUR RUNG
Find your rung. Level up.
Most teams sit at Logistics or Capture. Find where the team is. Run the play that moves the team up one rung.
The stages map to the three pillars of event signal: capture, deliver, orchestrate.
| Stage | What it looks like | Your next move | |---|---|---| | Logistics — Baseline | Badge scans, a post-event CSV, follow-up that reaches sales days later. | Capture role and account at registration. | | Capture — Pillar 1 | Structured signals: registration roles, declared intent at check-in. | Route those signals in real time. | | Deliver — Pillar 2 | Signals hit the CRM and Slack in seconds; reps act while buyers are on site. | Score and prioritize with AI. | | Orchestrate — Pillar 3 | Portfolio analytics, closed-loop ROI, AI triage across every event. | Reallocate budget to what produces pipeline. |
01 · CAPTURE
Play 01 · Read registration as a buying committee signal
The play. Cluster registrations by account and role as they arrive. Hand sales an account-level brief before the doors open instead of a list of names. Why it works. When three people from one account register, they've already talked about it internally. Add different job functions. The registration cluster is usually looking at a live evaluation. STARTER · USE THIS TODAY| Account | Registrants | Functions | Flag | |---|---:|---|---| | Northwind Logistics | 3 | VP Ops, IT Dir, Finance | Buying committee | | Acme Health | 2 | Demand Gen, RevOps | Watch | | Globex | 1 | Analyst | Monitor |
MEASURE The number of accounts flagged with 2+ registrants. The measurement includes what share of them had a planned conversation with on site.02 · CAPTURE
Play 02 · Turn check-in into a real-time sensor
The play. Route VIP and target-account arrivals to the account owner's phone in seconds. Detect when colleagues from one account arrive within minutes of each other. Why it works. Check-in is the most concentrated buying signal you get from a person all year. In most stacks, check-in becomes a tally and a badge. STARTER · ON-SITE ALERT#field-alerts · 9:02 AM
VIP ARRIVAL
Dana Cole, CFO, Northwind LogisticsChecked in 9:02am · 2 colleagues on site · open opp $180k Owner @j.rivera · say hi before the 10:00am keynote
MEASURE Time from arrival to rep notification, in seconds. The measurement includes same-day or next-day meetings booked from on-site alerts.03 · CAPTURE
Play 03 · Ask declared intent questions at badge pick-up
The play. Add four or five questions at check-in. Pipe the answers straight to the CRM as structured fields. Store the answers as structured fields instead of notes someone transcribes later. Why it works. Behavioral data tells you what someone did. Declared answers tell you what they came to solve. The answers come from a verified buyer at peak attention. STARTER · BADGE CHECK-IN1. Where are you in evaluating a solution like this? Just exploring · Actively comparing · Ready to decide 2. What is your role in that decision? Researching · Recommending · Approving budget 3. Which 2026 initiative brought you here? Short answer 4. What do you use for this today? Short answer 5. Want 15 minutes with our team before you leave? Yes · No
MEASURE Share of attendees who complete the questions. Share of records carrying a declared evaluation stage.04 · DELIVER
Play 04 · Deliver signals in hours, not days
The play. Wire event signals to flow into any app. The apps include Salesforce, Marketo, Eloqua, HubSpot, Slack. Wire the signals automatically. Include enough context so the team knows why it matters now. Why it works. MarketingProfs found 74% of B2B teams take four or more days to follow up. MarketingProfs found only 2% reach the prospect the same day. STARTER · ROUTING RULEWHEN check-in.account is in target_account_list
AND attendee.title contains (VP, Chief, Director)
THEN create Salesforce task + post to #field-alerts
within 60 seconds, assigned to the account owner
ELSE enrich and add to nurture (no live alert)
05 · ORCHESTRATE
Play 05 · Use AI recommendations to deepen engagement
The play. Turn on AI session and networking recommendations for the next event. Let what attendees accept feed the intent picture. Why it works. A richer attendee day means more signal and more reason to come back. The sessions someone accepts are themselves a signal. STARTER · RANK EACH ATTENDEE'S SESSIONS BY| Signal | Weight | |---|---:| | Profile match (role, industry) | 40% | | Goals stated at registration | 35% | | In-event behavior (taps, dwell) | 25% |
Serve top 3 via app + email. Log accept / decline as intent.
MEASURE Recommendation acceptance rate. Measure sessions attended per attendee versus a prior event.06 · ORCHESTRATE
Play 06 · Let AI prioritize and draft the follow-up
The play. Score post-event signals by intent. Surface the top accounts first. Pre-draft outreach that references the session attended. Pre-draft outreach also references the answer declared at check-in. Why it works. A rep comes home with hundreds of contacts. The rep has no obvious order to work them. AI handles triage. The rep edits and sends instead of starting from a blank screen. STARTER · TIER POST-EVENT SIGNALS| Tier | Criteria | |---|---| | A | Declared 'ready to decide' OR booked a meeting | | B | 2+ sessions on one topic OR committee cluster | | C | Single scan, no declared intent |
AI DRAFT · TIER A
"You asked about [topic] at [session]. Here's the short answer, plus how three teams your size rolled it out. 15 minutes Thursday?" MEASURE High-intent signals contacted within 24 to 72 hours. The measurement includes reply rate on signal-based outreach versus the standard sequence.07 · ORCHESTRATE
Play 07 · Run portfolio analysis to justify the budget
The play. Consolidate event data into one analytics layer. Compare cost-per-qualified-opportunity across formats, regions, and sessions each quarter. Why it works. The KPI conversation has moved from lead volume to meetings and pipeline. Finance doesn't count badges. Finance counts qualified opportunities.The Spring 2026 CMO Survey (Deloitte, Duke, AMA) found marketing gets cut 45% of the time profits fall short. Finance recognizes a number that protects the line.
STARTER · TWO FORMULAS TO RUN THIS QUARTERCPQO Cost per qualified opportunity = total event investment / qualified opps sourced or influenced
CPM-ICP Cost per ICP meeting = total event investment / ICP-fit meetings booked
Stop dividing by badge scans. Divide by what the board counts.
MEASURE Cost-per-qualified-opportunity by format. The measurement includes the budget you reallocate as a result.HOW IT FITS TOGETHER
The Event Signal Stack
How the seven plays connect: capture signals, deliver them in seconds, act on them wherever your teams work, and conversion to revenue accelerates.
| 1 · Capture signals | 2 · Deliver | 3 · Orchestrate | |---|---|---| | Check-in & badge intelligence — who arrived, when, with whom. | Real-time signal routing: cleans, maps, and routes every signal in seconds. No batch exports, no lag. Self-healing retry queue. Rep alerted while the buyer is still in the room. | Portfolio analytics across every event: cost-per-qualified-opportunity, closed-loop ROI. | | Easy event builder — fast registration pages capturing role & account at sign-up. | | Pipeline you can prove: event-sourced pipeline tied to closed-won, defensible in the next budget review. | | Mobile app — in-event engagement, sessions, polls, booth taps. | | | | AI event guide — recommendations for sessions, exhibitors, matches. | | |
START HERE
Start with one.
You don't need all seven running this week. Pick the one play that fixes your most expensive gap. If follow-up is slow, start with routing. If the board keeps questioning event ROI, the portfolio analysis is the place to begin. If reps walk in blind, start by clustering registration data.
Run one play, measure it honestly, and let the result fund the next one.
KEY TAKEAWAYS
- Seven AI plays mapped to capture, deliver, and orchestrate
- Each play comes with the one metric to hold it to
- Run them today with the signals you already collect, no new tools required