Executive Summary

Small brokerages and property managers (roughly 140,000 firms) spend hours manually pulling rental comps from Avito and assembling presentation-ready market reports, which slows deal cycles and undermines pitch quality. This pain is acute for teams that must produce slide decks for landlords, investors, and leasing conversations on tight timelines. Build a SaaS tool that ingests Avito listings, uses NER and vision models to extract photos, floorplans, descriptions and key attributes, and auto-generates slide-ready visual market presentations and exportable PowerPoint/PDF reports. Target small brokerages/property managers with a $3K ACV pricing model and CRM integrations to streamline workflow adoption. The addressable market is roughly $420M (140,000 × $3K ACV), supported by a market score of 82/100 and a revenue potential score of 86/100; trends toward listings digitization and presentation automation mean customers will pay for instant, trustworthy analytics. Advances in AI extraction make accurate parsing of photos and unstructured copy viable now, shortening evidence-to-presentation time materially. You can stand out by vertically focusing on Avito rentals with tuned NER+vision pipelines and best-in-class templates that deliver instant, slide-ready outputs, but expect implementation challenges around Avito data access, legality/terms of service, data quality, and the need to build trust in automated valuations—those are surmountable but real considerations before scaling.

Market Opportunity

Aggregate Avito rental listings into instant visual market presentations targets a $420M = 140,000 small brokerages/property managers × $3K ACV total addressable market with medium saturation and a year-over-year growth rate of 8% YoY — regional PropTech adoption and digitization of classifieds and property management tools (industry reports 2021-2024).

Key trends driving demand: Listings digitization — more landlords list on portals like Avito and expect instant market feedback, creating demand for automated analytics.; AI-powered extraction — advances in NER and vision models make parsing photos, floorplans and unstructured descriptions reliable enough for business use.; Presentation automation — teams prioritize slide-ready outputs to speed sales and investment pitches, making automated report exports a differentiator..

Key competitors include CIAN (analytics), AirDNA, Bright Data (scraping infra).

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Aggregate Avito rental listings into instant visual market presentations

Executive Summary

Market Validation

Market Opportunity

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