At this year’s AIM Conference, one message came through loud and clear: the marketing and technology landscape is rapidly evolving, and marketers are under even more pressure to prove ROI.

During Conversion Logix’s session, Bringing Multifamily’s Blind Spots Into Focus: Understanding the Full Journey Behind Every Lease, CLX President Andrew Cederlind joined Chief Data Officer Martin Stein alongside multifamily marketing leaders Nicole Caiazza (Jones Street Residential) and Kristin Dixon (Paralign Marketing) to unpack one of the industry’s biggest challenges: understanding what’s actually driving leases in today’s increasingly fragmented renter journey.

And if there was one takeaway that resonated throughout the room, it was this:

Last-click attribution is telling an incomplete story.

Today’s renter journey spans multiple sessions, platforms, devices, impressions, retargeting campaigns, searches, and return visits before a prospect ever converts. Yet many reporting models still give all the credit to the final click.

The Multifamily Marketing Funnel Has Changed

The modern renter journey no longer follows a neat, linear path.

The average apartment seeker now visits five different sites and apps during their search, while more than a quarter visit 10 or more touchpoints before leasing.

That complexity creates a major reporting problem.

Traditional attribution models tend to over-credit bottom-funnel channels like Organic Search or “Property Website” traffic while underestimating the role awareness campaigns play earlier in the journey.

In reality, renters may:

  • Discover a property through a YouTube ad
  • Encounter retargeting ads on Instagram or Display
  • Return days later through branded search
  • Finally convert on the property website

The final click gets the credit. The rest of the journey disappears from reporting.

That disconnect is what inspired Conversion Logix to develop a more holistic reporting model.

What Happens When You Measure the Full Journey?

During the session, Andrew Cederlind shared findings from CLX’s Smart Budget Optimizer pilot program, which analyzed how 53 properties performed when algorithms made over 5,800 cross-channel spend optimizations over a 60-day period.

The findings challenged several long-held industry assumptions.

Insight #1: Awareness Channels Are Doing More Heavy Lifting Than Marketers Realize

When CLX compared traditional last-touch attribution against its Unified Attribution (UA) model, the gaps were impossible to ignore.

The UA model revealed:

  • Display advertising accounted for 8% of conversions versus just 1% under last-touch reporting
  • Social campaigns assisted significantly more conversions than previously credited
  • YouTube contributed more heavily to top-of-funnel influence
  • Organic Search was substantially over-credited in traditional models (30% in last-touch models vs. 18% with Unified Attribution)

Nicole Caiazza shared how this shifted her team’s strategy in real-world operations.

At a Connecticut property, Jones Street Residential reallocated budget toward social and display campaigns after reviewing CLiQ Conversion Paths data and saw meaningful increases in occupancy, tours, and call volume. 

The lesson?

Some of the industry’s most influential campaigns are the ones that traditional reporting undervalues most.

Insight #2: There Is No “Perfect” Channel Mix

One of the most compelling themes from the panel was the idea that multifamily marketing cannot operate on static formulas anymore.

Martin Stein explained that CLX analyzed thousands of campaigns daily and found that successful channel mixes varied dramatically from property to property.

Instead of relying on rigid allocations or “set-it-and-forget-it” budgets, Andrew talked about how the Smart Budget Optimizer made small daily reallocations across campaigns based on conversion efficiency.

The result?

  • 5,883 budget decisions across 53 properties
  • 26.2% median lift in conversions per dollar
  • 16% overall increase in conversions with flat monthly ad spend

Perhaps more importantly, the pilot reinforced that every property wins differently.

Some communities benefited from stronger Display investment. Others saw an outsized impact from Paid Social or Retargeting. The highest-performing strategies were highly personalized to each property’s market conditions, pricing position, competition, and renter behavior.

Insight #3: Sometimes the “Marketing Problem” Is Actually a Market Problem

Market headwinds and tailwinds can affect how marketing campaigns perform.

Andrew shared CLX team analyzed how factors impact how many conversions properties generate per ad dollar:

  • Starting rent
  • Occupancy
  • Competitor concessions
  • Market exposure
  • Pricing relative to comps

The findings showed that properties with favorable market positioning, specifically those with lower rents, healthier occupancy, and softer competitor exposure, consistently converted advertising dollars more efficiently.

Meanwhile, even strong campaigns struggled to overcome severe pricing misalignment or concession-heavy competitive markets.

Nicole Caiazza emphasized how this changes conversations with ownership teams and asset managers.

Rather than assuming underperformance always requires more ad spend, marketers should also ask:

  • Is pricing aligned with the market?
  • Are concessions competitive?
  • Is the messaging setting the right expectations?
  • Is the website experience resonating with prospects?

That shift moves marketing from reactive reporting into strategic operational insight.

The Industry Is Moving Beyond Vanity Metrics

Another recurring theme throughout the panel was the need to rethink KPIs altogether.

CTRs and CPCs still matter, but the panelists agreed they no longer tell the full story on their own.

Instead, marketers are paying closer attention to:

  • Website engagement
  • Impression share
  • Approval rates
  • Floor plan page engagement
  • Returning visitor behavior
  • Conversion paths
  • Conversions per dollar

Kristin Dixon explained that her team has shifted away from volume-based reporting toward action-based reporting.

That mindset reflects a broader industry evolution: marketing success is no longer just about generating clicks. It’s about understanding influence across the entire renter journey.

The Future of Multifamily Marketing Will Belong to Operators Who See the Whole Picture

If AIM 2026 made anything clear, it’s that multifamily marketing is entering a new era.

Renter journeys are becoming more fragmented. Search behavior is changing. AI is reshaping discovery. Competition is intensifying.

And in that environment, the operators who thrive will be the ones who can connect the dots between awareness, engagement, market conditions, and leasing outcomes.

As Andrew Cederlind said during the session:

“Every marketer in this room has blind spots right now.”

It’s how you overcome them that will determine whether your marketing teams will succeed in today’s new marketing landscape.

Want the Full Study?

We recently published the complete findings from the 53-property Smart Budget Optimizer pilot, including:

  • The full methodology
  • Channel-by-channel attribution findings
  • How market conditions impacted results
  • Budget threshold insights not shared on stage

Read the full case study here.

And if you want a practical framework for uncovering hidden gaps in your own reporting, download our Find Your Blind Spots Checklist here.