Case Study

AI Powered Case Study Analysis Using CRM Connect Data

Live Case Study · Franchesca AI in Action

Real Questions.
Real Franchise Data. Real Answers.

A VP of Franchise Development asked Franchesca six questions about their August performance data. Here's exactly what happened.

Franchesca AI Analyst

Franchesca

Hello — I'm your ISL tour guide and advanced analytics expert. I'll be on-hand via live chat, and I'll go to work on your data the moment your CRM is connected.

AI Chat · Live

Because our BI data is so accurate, our AI becomes something other platforms can't touch. Franchesca isn't guessing from noisy data — she's analyzing the cleanest franchise performance dataset in the industry.

Top 3 Recommendations from This Analysis
01
Stop optimizing for CPL

Quality over quantity is proven. June showed more leads at lower CPL produced fewer applications. Optimize for cost per kept appointment instead.

02
Fix your DQ categorization immediately

96% uncategorized disqualified leads means you're flying blind on why leads don't convert. This is fixable data hygiene — do it now.

03
Document what drove speed-to-booking

Your funnel moved 85% faster in August. Study what changed and make it a documented process — not a happy accident that disappears next month.

Franchesca · Insights Engine AI
AI Chat · Live
VP Franchise Development
"My applications tripled — why isn't that showing up in my top-line reporting?"
Franchesca
Because most reporting stops at leads or bookings. Applications are a mid-to-lower funnel event that only surfaces when your CRM data is connected to your marketing data — which is exactly what CRM Connect does. Without it, you would have looked at August, seen higher CPL and lower sessions, and potentially pulled back on the campaigns that were actually working. This is the core argument for full-funnel attribution.
VP Franchise Development
"Is my kept rate good? How do I know if 46% is strong or weak?"
Franchesca
46% is a meaningful improvement. Industry kept rates typically range from 30–60% depending on brand, price point, and pre-appointment nurture. You were at 24% in June — on the lower end. At 46% in August you're now in a healthy range. Recommendation: Push toward 55–60% by tightening your pre-appointment nurture sequence.
VP Franchise Development
"My cost per lead went up. Should I be worried?"
Franchesca
Not based on this data. Your CPL rose from $39 to $72, but your cost per application dropped sharply because leads that entered the funnel converted at a much higher rate. You got fewer leads but more franchise owners. That's the trade you want to make. Recommendation: Ask instead — what is my cost per kept appointment, and cost per application? Those are the numbers worth optimizing.
VP Franchise Development
"Which lead source is actually worth my money?"
Franchesca
In August: your N/A CRM source drove 131 leads with a 20% booking rate and 50% kept rate — that's your volume workhorse. Google Zbra-Search drove a 35% booking rate. Consumer/main-site-referral hit 53% booking and 67% kept rate — your highest quality source right now. Recommendation: Portals and organic referral are delivering quality; paid search is delivering improving volume; some sources like Entrepreneur.com are generating leads that aren't booking at all.
VP Franchise Development
"Why did my sessions drop so much — is something wrong with my website or ads?"
Franchesca
Sessions dropped 49% but your site conversion rate improved 29%. This suggests the drop was likely intentional or algorithmic — a shift toward a more qualified audience, elimination of broad match keywords, or a budget reallocation. A drop in sessions with a rising conversion rate is a sign of better traffic, not less of it. Recommendation: Have your media buyer confirm what changed in campaign settings between June and August.
VP Franchise Development
"What should I do differently next month?"
Franchesca
Three things. First: don't chase volume — June proved more leads at lower CPL produced fewer applications. Second: fix your DQ categorization — 96% uncategorized means you're flying blind on why leads don't convert. Third: study what drove the speed-to-booking improvement and make it a documented process, not a happy accident.
One-Paragraph Executive Summary

August was a better month than June by every measure that matters, and a worse month by every measure that doesn't. Lead volume dropped, CPL rose, and sessions fell — but kept appointments more than doubled, applications tripled, and your funnel moved 85% faster. The data makes a clear case that your current campaign direction is working. The immediate priorities are protecting and documenting what drove the quality improvement, fixing DQ categorization to eliminate blind spots, and continuing to optimize for cost per application rather than cost per lead.

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