Private prototype · Türkiye

Your next listing, found before you call.

Huso Scout is an AI listing-acquisition agent for real estate brokers. It continuously finds high-potential owner listings, uses Claude to qualify opportunities, and helps turn the right conversations into portfolio leads.

See how it works ↓ Why Claude
Discover → qualify → outreach → objection handling → portfolio lead Broker-configured · Claude-native
● Illustrative prototype

Today's opportunity feed

Prioritized from newly available listings

Agent active
247new listings scanned
38criteria matches
11high-potential
3owner conversations
Illustrative prototype metrics — not production data.
943+1 · Caddebostan · owner-listed

Fresh listing · price near local range · complete owner contact

Interested
892+1 · Fenerbahçe · owner-listed

High-demand micro-market · listing updated today

Follow-up
864+1 · Suadiye · owner-listed

Strong portfolio fit · objection: exclusivity

In conversation
Claude qualification complete Next outreach window · 14:30
Why Türkiye

Property discovery is digital. Portfolio acquisition is still a workflow.

Türkiye already has a deep online listing ecosystem. Our thesis is that the next efficiency gain is not another search box — it is an agent that helps brokers act on the right owner-listed opportunities.

A large, liquid housing market

Nearly one million homes changed hands in the first eight months of 2026. Most activity is in the second-hand market — exactly where broker sourcing, owner conversations, timing and local knowledge matter.

950,529 housing sales in Türkiye, Jan–Aug 2026 Source: TÜİK, Housing & Workplace Sales Statistics, Aug 2026
642,135 second-hand home sales in Jan–Aug 2026 Source: TÜİK, Aug 2026
≈68% of Jan–Aug home sales were second-hand Calculated from TÜİK published totals
The product

An acquisition agent, not another property portal.

Brokers define where and what they want to acquire. Huso Scout continuously turns permitted listing inputs into a prioritized, explainable pipeline of potential portfolio opportunities.

01 / DEFINE
⌖

Set the territory

Neighborhoods, property types, price ranges, owner-listed preference and the broker's own acquisition rules.

02 / MONITOR
◌

Watch new supply

Continuously ingest new opportunities from permitted listing feeds, imports and broker-connected sources.

03 / QUALIFY
✦

Let Claude reason

Score portfolio fit, interpret messy listing text, surface missing information and explain why an opportunity matters.

04 / ENGAGE
⌁

Start the conversation

Prepare and conduct broker-configured, compliant outreach through connected voice or messaging tools, with clear AI disclosure where required.

05 / CONVERT
↗

Hand over intent

Capture objections, follow-up timing and owner intent, then hand qualified portfolio leads to the broker with context attached.

Why Claude

The reasoning layer behind every opportunity.

Huso Scout is being designed around Claude as the qualification, conversation and orchestration layer. The difficult part is not finding a listing URL. It is understanding whether the opportunity fits the broker, what is missing, how to approach the owner, what an objection means and what should happen next.

We plan to use Claude for listing interpretation, fit scoring, structured extraction, outreach planning, multi-turn conversation reasoning, objection classification and CRM-ready outcome generation.

⌂
Listing + broker criteriaproperty data · text · recency · territory rules
Input
↓
✦
Claude qualificationfit · ambiguity · priority · rationale · missing data
Claude
↓
☎
Conversation orchestrationopening · context · objections · next-best response
Agent
↓
↗
Structured portfolio leadintent · objections · follow-up · broker handoff
Outcome
The last mile

From “not interested” to something a broker can act on.

A listing is only a lead. The product value comes from understanding owner intent, handling the conversation responsibly and preserving context for the human broker.

Illustrative conversation AI-assisted outreach

Objections become structured signals.

Instead of treating every rejection equally, the agent can reason about what the owner actually means.

AI assistant · on behalf of the broker I’m reaching out regarding your property in Suadiye. Would you be open to hearing how our broker could support the sale?
Property owner I don’t want to give an agent exclusive authority.
Reasoning: exclusivity objection, not zero intent Understood. We can note that exclusivity is a concern and have the broker explain flexible options directly. Would a short call tomorrow be useful?
Concept only. Outreach is intended to use permitted contact data, broker-defined rules, appropriate disclosure and applicable communication requirements.
Structured handoff

The broker sees the signal, not the transcript.

Claude converts the conversation into a concise next action and a reusable pipeline record.

Owner intentOpen to broker support
Warm
Primary objectionDoes not want exclusivity
Captured
Next best actionHuman broker call
Tomorrow
Portfolio fitKadıköy residential criteria
High
Context packageListing + rationale + conversation summary
Ready
Where we are

Early-stage, pre-launch, validating the acquisition loop.

The product is currently a prototype. The first technical goal is to prove that Claude can consistently turn raw listing opportunities and owner conversations into useful, safe, structured broker actions.

Prototype in development

What we are building first

A narrow workflow for a defined territory: ingest permitted owner-listed opportunities, qualify them with Claude, generate an explainable priority queue and test broker-supervised outreach.

1Listing ingestion → Claude qualification
2Opportunity rationale → outreach strategy
3Conversation outcome → qualified portfolio lead
Founder
Hüseyin Şengün
Product · Huso Labs

Building AI-native consumer and vertical software products, starting with a focused real-estate acquisition workflow in Türkiye.

hi@husolabs.com ↗
Huso Scout

Turn online supply into a broker's next portfolio opportunity.

We are building the first version of an AI-native listing acquisition agent for Türkiye's real estate market.

hi@husolabs.com ↗