IND-05 · REALReal Estate

Intelligence for every door in the funnel.

Vision-based valuation, voice agents that follow up at 2am, lead enrichment and AI visibility for brokerages, iBuyers and commercial groups.

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Engagement signals

Live

+2.4×

Lead-to-tour conversion

−74%

Manual valuation hours

24/7

Voice agent coverage

+5.8×

Listing AI visibility

Overview Healthcare SaaS E-commerce Finance Real Estate Manufacturing

Vertical pressure

The forces shaping this industry.

PRESSURE-01

Speed-to-lead

Most leads convert in the first five minutes. Human-only follow-up forfeits the majority of pipeline.

PRESSURE-02

Valuation cost & accuracy

Comp-based valuation is slow and inconsistent at portfolio scale.

PRESSURE-03

AI-first house hunting

Buyers prompt LLMs with criteria. Your listings need to be the structured, retrievable answer.

Mapped capabilities

The Ptimz stack, tuned to your vertical.

Each capability below is deployed using vertical-specific evals, guardrails and data models.

Voice agents

Inbound + outbound calling agents that qualify, book and route.

CV valuation

Photo-driven condition scoring and AVM lift.

Lead scoring

Convert-likely lead prioritization in CRM.

Listing GEO

Be the answer for neighborhood, school and price LLM queries.

CRM automation

End-to-end nurturing across email, SMS and call.

Agent copilots

Inline assistants for listings, contracts and comparables.

Outcomes

Compounding wins, in production.

+2.4×

Lead-to-tour conversion

−74%

Manual valuation hours

+5.8×

Listing AI visibility

FAQ

Frequently asked

Engagement

Capture every lead, value every door.

A 30-minute call with a senior engineer who has deployed voice and vision AI inside brokerages and proptech.

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