Qwilr
Proposals
Interactive web-based proposals with engagement analytics. Created for sales teams — proposals as web pages, not static PDFs.
- Web proposals with embedded pricing, video, and live embeds
- View tracking — know when the client opens, how long they spend per section
- Accept & e-sign inline — no separate signature step
- Templates with brand locking — consistent output across teams
✓ STEAL: View tracking + e-sign + web format
PropData (SA)
Property Data
SA property platform with Lightstone-integrated Valuations Module and AI-powered canvassing. Closest direct competitor for CMA reports.
- Valuations Module shows min/est/max values with Lightstone data
- AI canvassing — identifies "propensity to sell" targets on map
- No auction-specific features, no proposal generation
- CMA is a component, not a full branded proposal workflow
△ ADAPT: CMA data layout, but we go beyond with full proposal
Canva Magic Write
AI Content
AI writing assistant within visual design tool. Generates copy, summaries, and marketing content from prompts inside designed templates.
- AI generates text directly within beautifully designed templates
- "Magic Write" — single prompt generates polished output
- Brand Kit locks fonts, colors, logos automatically
- Template → AI → Designed output is the exact workflow we need
✓ STEAL: Template + AI content generation pattern
Zillow Zestimate
AI Valuation
AI property valuation model with deep transparency. Reports 1.74% median error for on-market homes. The gold standard for automated property values.
- Publishes accuracy metrics by metro area — builds trust through transparency
- 1.74% median error on-market, 7.2% off-market — SA has no equivalent
- Uses public, MLS, and user-submitted data combined
- Explicitly says "not an appraisal" — smart liability framing
✓ STEAL: Transparency + accuracy reporting + liability framing
Stripe Billing
Analytics UX
Revenue dashboard with clean data visualization. The benchmark for actionable analytics — every chart leads to an action.
- Every metric links to an action (drill down, export, configure)
- Clean card-based layout — stats at a glance, detail on demand
- Revenue recognition, MRR charts — model for auction pipeline analytics
- Real-time updates — no refresh needed
△ ADAPT: Dashboard pattern for auction pipeline analytics
Loom
Async Video
AI-powered video messages for async communication. Relevant for broker-to-seller proposal presentations — record a walkthrough instead of in-person meeting.
- Record over a document/screen — natural for proposal walkthroughs
- AI-generated summaries, chapters, and action items from video
- View tracking — know when recipient watches and which parts they replay
- CTA buttons embedded in video — "Sign mandate" after viewing
△ FUTURE: Video proposal walkthrough feature for remote sellers
Notion AI
AI Workspace
AI agents and automated reporting within a structured workspace. Context-aware AI that understands organizational knowledge to generate documents.
- AI agents that can autonomously fill in documents from context
- Connected to internal knowledge base — AI knows your data
- Automated reporting — generates updates from structured data
- "AI-first" UX — AI is the primary interface, not an add-on
✓ STEAL: AI-first UX where the agent knows your property data
CMA Info (SA)
Property Data
South African CMA valuation reports. Provides comparative market analyses for real estate agents — the traditional agent's valuation tool.
- CMA reports with comparable sales data
- Focused on traditional listings, not auctions
- No AI content generation — data-only output
- No branded proposal wrapping — raw data report format
✗ GAP: No auction features, no AI, no proposal workflow