Real estate guide

Token compression for real estate AI

Real estate AI platforms process thousands of property listings, each with descriptions, features, pricing, and legal notes. SuperCompress keeps only the properties relevant to your analysis query.

By Arjun Shah - Creator of SuperCompress - Updated 2026-07-03

Real estate data is repetitive

Property listings follow templates: "Beautiful 3BR/2BA home in [neighborhood]. Features include [amenities]. Located near [landmarks]. Priced at [amount]." When asking about "homes with pools under $500K," only properties matching those criteria matter. The rest are noise.

Integration

from supercompress import Compressor
comp = Compressor()

def analyze_properties(listings, query):
    result = comp.compress(listings, query)
    return llm.generate(query, result.compressed_text)

Frequently asked questions

Does compression preserve property prices?

Yes. Price data is preserved when relevant to the query.

Can I use it with MLS data?

Yes. Compress MLS listings before sending to any LLM for analysis.

Try it yourself

Paste your long prompt into the playground, ask a question, and see what SuperCompress keeps and removes. Free, no signup needed.

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