Interview with Dana Lee, Digital Analytics Expert at SmileReach Marketing

Q: Dana, many mid-level finance professionals at dental practices are curious about programmatic advertising but find the technical jargon overwhelming. Where should they start if they want to make data-driven decisions and are using HubSpot?

A: Great question. The first step is to understand what programmatic advertising is doing on a basic level: it’s automated, data-driven ad buying that can target highly specific audiences in real time. But for finance pros, the focus should be on how you measure and interpret the data generated by these campaigns — not the tech itself.

Since your organization is using HubSpot, you already have a powerful CRM and marketing automation tool that can centralize your data. Start by syncing your ad platforms (Google Ads, Facebook Ads, LinkedIn Ads, etc.) with HubSpot. This integration lets you track contacts all the way from ad impression to appointment booking or treatment completion.

Practical step: Confirm your HubSpot tracking code is installed on all landing pages tied to your ads. A missing or misconfigured tracking pixel is a common gotcha that kills accurate attribution.

Q: How can finance professionals leverage HubSpot data to optimize programmatic spending?

A: You want to move beyond clicks and impressions — those are vanity metrics. Focus on the full funnel: cost per lead, lead-to-patient conversion rate, and ultimately, cost per acquisition (CPA).

Within HubSpot, create custom dashboards that combine data from your ads and the CRM pipeline. For example, you might discover that Programmatic Channel A has a low cost per click but a poor conversion rate, while Programmatic Channel B costs more per click but yields more booked appointments.

An example: A dental clinic I worked with found that Facebook Ads targeting local parents resulted in a $20 CPA, but Google Display Ads aimed at people searching for “emergency tooth extraction” had a $45 CPA. Because the clinic’s margin on emergency treatments was high, they actually chose to increase Google Display spend despite higher CPA — a decision directly informed by margin data in HubSpot’s CRM.

Q: Many finance professionals struggle with deciding how much budget to allocate to programmatic vs. traditional channels. How can data help here?

A: Start with historical data. If you have prior programmatic campaigns, analyze their ROI: what was the return per ad dollar spent? If you don’t, run small-scale experiments first.

HubSpot’s A/B testing tools can help with landing page or messaging tests, but for budget allocation, I recommend running controlled experiments with programmatic platforms. For instance, allocate 20% of your digital ad budget to programmatic for one quarter, and compare patient acquisition growth and revenue.

One clinic I know went from 2% to 11% conversion rate on new patient forms after testing different audience segments in programmatic ads, allowing them to justify a budget increase.

A big caveat: programmatic advertising requires time for learning algorithms to optimize. Don’t expect instant wins. Allow at least 4-6 weeks to collect enough data before drawing conclusions.

Q: What are common pitfalls when interpreting programmatic ad data within HubSpot?

A: Attribution is a big one. Programmatic ad clicks often happen alongside organic search and direct visits, so deciding which channel “gets credit” for a booked patient can be tricky.

HubSpot offers several attribution models (first touch, last touch, linear, etc.). Finance pros should experiment with these models to get a clearer picture. For dental practices, last-touch attribution can be misleading because a patient might see multiple ads before booking.

Another issue: inflated conversion numbers due to form abandonment or test submissions. Regularly clean your CRM data and use HubSpot’s lead scoring tools to filter out unqualified leads.

Also, watch out for discrepancies between programmatic platform reports and HubSpot data. These often stem from tracking delays, blocked cookies, or ad blockers. Reconcile these differences periodically to avoid misjudging campaign performance.

Q: How can finance teams incorporate experimentation in programmatic advertising for dental practices?

A: Experimentation is crucial. Programmatic offers granular targeting options—age, location, device, interests like “cosmetic dentistry” or “orthodontics”—so test them systematically.

Set up split tests with different creative assets or audience segments, then analyze cost per lead, lead quality, and booking rates. HubSpot lets you tag contacts from test segments, making it easier to compare outcomes.

For example, try running two campaigns: one targeting adults over 40 for dental implants, another targeting parents of teenagers for braces. Track which audience generates better revenue per ad dollar.

Include surveys or feedback tools like Zigpoll to gather qualitative data from converted patients—ask them how they found your practice or what ad caught their attention. This adds nuance to the quantitative data.

One limitation: small practices with low volume may not get statistically significant results quickly. In those cases, extend tests longer or supplement with manual tracking via feedback forms.

Q: Are there any finance-specific metrics or KPIs you recommend tracking for programmatic advertising in dental?

A: Beyond the usual marketing metrics, bring in financial KPIs tied to patient lifetime value (LTV) and treatment mix profitability.

For instance, track cost per acquisition (CPA) by treatment type — say, cleanings vs. crowns. Use HubSpot’s deal stages to map treatment revenue and margin, then calculate ROI for each programmatic segment.

Another smart move is tracking payment methods and insurance coverage data alongside acquisition data to see if certain ads bring in more insured patients, which affects cash flow timing.

Finally, keep an eye on churn rates if you have recurring treatments like orthodontics or teeth whitening. Did your programmatic advertising help acquire patients who booked multiple visits? That’s a subtle but important metric.

Q: For finance pros ready to take action, what are three immediate steps they can implement next week?

A: First, audit your HubSpot tracking—ensure pixels and UTM parameters are firing correctly on all ad landing pages to capture clean data.

Second, set up a programmatic campaign focused on a single treatment, like Invisalign or whitening, with clear lead tracking in HubSpot. Define your audience narrowly and set a reasonable budget cap.

Third, schedule a weekly review meeting with marketing and ops teams to go over the HubSpot dashboards together. Look at leads, conversions, and associated revenues to spot trends early.

Bonus tip: Use survey tools like Zigpoll or Qualtrics post-appointment to supplement HubSpot data with patient feedback. Understanding why patients chose your practice can guide your next programmatic moves.


Data-driven decision-making in programmatic advertising isn’t just about dashboards; it’s about translating numbers into strategic spending that grows your dental practice sustainably. With HubSpot as your data backbone, you’re in a strong position to connect advertising dollars directly to patient revenue — and that’s where finance teams can make a real impact.

Start surveying for free.

Try our no-code surveys that visitors actually answer.

Questions or Feedback?

We are always ready to hear from you.