AEO for PropTech / Real Estate Software
built for vp marketings.

Why AEO matters for PropTech

Real estate brokers and property managers ask AI for tool recommendations daily. Categories like CRM, listing management, transaction management, and tenant communication are highly competitive in AI answers.

The triggering moment: Industry conference happens, vendor X publishes a flashy case study. AI starts citing them as the default. Your inbound from new brokerages drops.

What buyers in PropTech actually ask AI engines

Sample high-intent prompts that PropTech buyers ask ChatGPT, Perplexity, and Gemini when researching vendors:

• best real estate CRM for solo agents
• best property management software for small landlords
• best transaction management software for brokerages
• best tenant screening software
• best commercial real estate CRM

These are starting points. Lantern's prompt discovery process expands these into 30–150 specific prompts tailored to your product, region, and buyer sub-segment.

Attribution challenges specific to PropTech

Mix of self-serve agent signups (short cycle) and enterprise brokerage deals (long cycle). Multi-touch attribution must handle both.

This is why generic AEO tools (which optimize for short B2C cycles) often produce misleading results for PropTech buyers. Lantern's multi-touch attribution model is configurable for the longer cycles and multi-stakeholder buying common in PropTech.

The AEO content priorities that work for PropTech

Based on what we see across the category, the highest-impact AEO content investments for PropTech brands are:

1. Use-case content by role (agent, broker, property manager, investor)
2. Comparison pages for every major category
3. Customer story content with named brokerages/property managers
4. Local SEO + AEO combination content

Common AEO stacks in PropTech

In-house monitoring, Otterly for cheap entry, agency-led for content Lantern is positioned to plug into existing stacks (rather than replace them) — adding the HubSpot or Salesforce; some industry-specific (BoomTown, Follow Up Boss) pipeline attribution layer that monitoring tools don't offer.

How PropTech brands use Lantern specifically

Good fit for HubSpot-using PropTech. Pipeline ROI report aligns with brokerage commission-tracking mindset.

If you're a PropTech company asking "did our AEO investment actually drive pipeline this quarter?" — Lantern's monthly Pipeline ROI Report is built to answer that question with attribution math your CFO will accept.

Example brands operating in this space

For context, some companies operating in or adjacent to PropTech: AppFolio, Buildium, Yardi, Real Geeks, Follow Up Boss, BoomTown, kvCORE, DocuSign for Realtors. AEO citation patterns in this category often involve these brands as benchmarks for share-of-voice tracking.

What Lantern's pipeline ROI report looks like for PropTech

The monthly report Lantern generates for PropTech customers includes:

• AEO ROI multiplier — pipeline driven divided by AEO investment for the period
• Citation funnel — prompts gained → AI sessions → contacts → opportunities → closed-won, with values at each step
• Top 10 prompts driving pipeline — which specific buyer queries are converting through your funnel
• Competitor benchmark — your share of voice vs the named competitors above, trended over time
• Recommended next moves — specific content gaps and prompt opportunities to expand visibility

The report ships as a one-page PDF in your inbox on the 1st of every month. Forward it to your CMO; they forward it to the board.