What a Revenue Intelligence Platform Demo Should Show You — And What Red Flags to Watch For

You've decided your PI firm needs a revenue intelligence platform. You've identified two or three vendors. Now comes the demo — and this is where most buying decisions go sideways. A polished 45-minute presentation can make any platform look like the answer to your problems. The question is whether it actually is.

This guide covers what a revenue intelligence demo should show you if it's built for PI firms, what questions to push on during the presentation, and what red flags should make you pause — even if everything else looks impressive.

What the Demo Must Cover

A revenue intelligence demo for a PI firm is fundamentally different from a generic SaaS analytics demo. The platform needs to prove it understands your business model: long settlement cycles, multiple lead vendors competing for budget, intake as a revenue function, and managing partners who want cost per case — not impressions or click rates.

Here's what you should see, and what to ask if you don't.

Cost Per Case at the Vendor Level

This is the single most important thing the demo should show. Not cost per lead. Not conversion rate. Cost per signed case, broken down by individual vendor.

Ask the presenter to show you a scenario: “I spend $45,000 per month with Vendor A and $30,000 per month with Vendor B. Both send me about 60 leads per month. Show me which one is cheaper per signed case.”

The answer should be immediate, visual, and obvious. If the presenter has to export data, switch screens, or say “Let me build that report for you,” that's a signal. This is the core use case — it should be front and center, not buried in a custom report builder.

Settlement-Cycle Attribution

PI cases take 6 to 18 months to settle. During the demo, ask: “Show me the ROI for leads that came in 14 months ago. How many signed? How many settled? What was the average settlement value?”

A platform built for PI will have this view ready. It will show you cohort-based analysis — all the leads from a specific month tracked through their lifecycle to settlement. This is the data that tells you whether the $50,000 you spent with a vendor in January actually produced profitable cases, not just leads.

If the platform can only show you current-month or trailing-30-day data, it's not built for the PI revenue cycle. Full stop.

Vendor Grading and Comparison

You manage five, eight, maybe twelve lead vendors. You need a way to compare them apples-to-apples — not just on lead volume, but on signed case rate, cost per case, case type quality, and ideally settlement value.

Ask to see a vendor scorecard during the demo. It should rank vendors on multiple dimensions and make it immediately clear which vendors are overperforming and which are draining budget. A firm spending $350,000 per month across seven vendors could easily be wasting $40,000 to $70,000 on underperformers — but only if the data shows it clearly.

Intake Intelligence

Lead quality is an intake problem as much as a vendor problem. The demo should show you metrics like:

• Rejection rate by lead source — which vendors send leads your intake team can't sign?
• Time-to-contact by source — are some vendor leads sitting longer before first contact?
• Conversion rate from lead to signed case by intake team member — is the bottleneck the vendor or the follow-up?

This data matters because the diagnosis changes the action. If Vendor C's conversion rate is low because the leads are bad, you cut the vendor. If it's low because your intake team takes 6 hours to call them back, you fix the process. Without intake intelligence, you're guessing.

Alerts and Proactive Monitoring

Revenue intelligence isn't just about reporting what happened. It should tell you when something is going wrong — before it becomes a $30,000 problem.

Ask to see the alert system. Good examples:

• “Vendor D's lead volume dropped 40% this week compared to the prior 4-week average.”
• “Your cost per signed case with Vendor B has increased from $2,800 to $4,100 over the past 60 days.”
• “Intake rejection rate for Google Ads MVA leads is 35% higher than your firm average.”

If the platform doesn't have alerts, you're buying a reporting tool — and you'll still need someone to stare at dashboards to catch problems.

The Report You'd Show Your Managing Partner

This is the demo moment that matters most for adoption. Ask: “Show me the report I'd pull for my monthly partner meeting. What does it look like? How long does it take to generate?”

It should take seconds, not hours. It should show cost per case by vendor, budget vs. actual, signed cases by source, and trend lines. It should be clear enough that a managing partner who spends zero time in the platform can look at it and ask informed questions.

If generating that report requires exporting data and reformatting it in PowerPoint, the platform hasn't solved your 15-hours-per-week reporting problem — it's just moved it.

Red Flags to Watch For

Not every red flag means “don't buy.” Some mean “ask more questions.” But taken together, they tell you whether a platform is genuinely built for PI or just marketed to PI.

The Demo Uses Generic Sample Data

If the demo shows leads, conversions, and revenue from an unnamed company with suspiciously round numbers, the platform may not have enough PI customers to build realistic sample datasets. Ask them to show data from a real PI firm (anonymized). If they can't, they're early in their PI journey — which isn't fatal, but changes the risk profile.

They Can't Show Cost Per Case Without Custom Configuration

If the demo presenter says, “We can build that view for you during implementation,” that means cost per case isn't a native concept in the platform. It's a calculated field they'll set up later. This usually means it's fragile — it breaks when data formats change, when new vendors are added, or when someone modifies the underlying report.

No PI-Specific Integrations

“We integrate with any CRM via API” sounds flexible. In practice, it means your team (or their team) will spend weeks building a custom integration with your case management system. Native integrations with tools like LeadDocket, Filevine, or Clio mean the vendor has already solved the data mapping problem. Custom API work means they haven't.

The Platform Requires a Data Analyst to Operate

If the demo presenter is a data analyst or engineer walking you through SQL queries and custom report builders, ask yourself: “Can my marketing director do this?” Most PI firms with 10 to 50 attorneys don't have a dedicated analyst. The platform needs to be usable by a marketing director who has 30 minutes a day — not 30 hours a week.

Everything Is “Coming Soon”

Roadmap features are fine. Every platform has them. But if two or three of your must-have requirements are on the roadmap rather than in production, you're buying a promise. Promises don't measure cost per case.

They Avoid Discussing Limitations

Every platform has limitations. If the vendor presents theirs as having none, they're either not being transparent or they don't know their own product well enough to be honest about it. The best vendors proactively tell you what they don't do well — and explain why it doesn't matter for your use case, or what workaround exists.

Questions That Expose the Truth

Beyond the scenarios above, keep these questions ready during any demo:

• “What percentage of your current customers are PI firms?” If the answer is under 30%, PI is a secondary market for them.
• “Can I see the platform live, right now, with real data — not a prepared slide deck?” Canned demos hide usability issues.
• “What does onboarding look like for the first 30 days? How many hours of my team's time will it require?” Vague answers mean they haven't done it enough to predict accurately.
• “If I called one of your PI customers right now, what would they say is the biggest limitation?” This forces honesty in a way that “What are your weaknesses?” never does.

After the Demo: What to Do Next

Within 24 hours of each demo, have every stakeholder fill out a structured scorecard independently. Don't discuss impressions first — individual assessments prevent groupthink.

Score on five dimensions:

1. PI-specific depth — Did this feel built for PI or adapted for PI?
2. Core capability — Can it show cost per case by vendor through settlement?
3. Usability — Could our marketing director use this without IT support?
4. Integration readiness — Does it connect natively to our systems?
5. Transparency — Was the vendor honest about limitations and timelines?

The highest score doesn't automatically win. But the scoring process ensures you're comparing vendors on what matters to your firm — not on who had the best slide transitions.

The Bottom Line

A demo is a vendor's best 45 minutes. Everything is polished, the data is clean, and the narrative flows perfectly. Your job is to push past the polish and see how the platform performs under real-world PI conditions: messy data, multiple vendors, settlement delays, and a managing partner who wants one number — cost per case.

The platforms that welcome this scrutiny are the ones worth buying. The ones that deflect it are telling you something. Listen.