An AI-powered search and research assistant that can analyze uploaded documents. Useful for quick lease questions with cited sources, but lacks structured extraction, confidence scoring, and CRE-specific features.
Perplexity AI has carved out a unique position as an AI research assistant that cites its sources. Upload a document, ask a question, and Perplexity provides an answer with references - a workflow that appeals to professionals who need verifiable information. For quick lease research questions ("What is a standard CAM cap in Class A office?"), Perplexity delivers well-sourced answers faster than traditional search.
But Perplexity is a research tool, not an extraction tool. It excels at finding and synthesizing information but cannot extract a consistent set of structured fields from a lease document, score confidence per field, detect CRE-specific red flags, or export data into property management systems. The use cases are complementary, not competing: Perplexity helps you understand market context; Lextract extracts the data from the lease itself.
| Feature | Lextract | Perplexity AI | Advantage |
|---|---|---|---|
| Output Structure | 126 fields in a fixed, typed schema - identical on every extraction | Cited prose responses; no structured data output | Lextract |
| Source Citations | Per-field source text citations from the lease document | Cited answers with links to external sources; limited document-internal citations | Tie |
| Confidence Scoring | Per-field confidence blending OCR and AI signals with cross-field validation | No confidence scoring | Lextract |
| Red Flag Detection | 20 automated CRE-specific rules at 3 severity levels | No lease-specific risk detection | Lextract |
| Market Research | Focused on individual lease extraction - no market data or benchmarking | Strong at sourcing market data, comparable terms, and industry benchmarks | Competitor |
| Scanned PDF Support | AWS Textract OCR with table, form, and layout extraction | Can process uploaded PDFs with text layers; limited scanned document support | Lextract |
| Multi-Pass Verification | 3-pass adversarial pipeline with hostile review and escalation | Single-pass response with no self-verification | Lextract |
| Export Formats | Word, PDF, Excel, JSON - ready for PMS import | Copy-paste from interface; can export to PDF or share as a page | Lextract |
| Cost per Lease | $10 per lease; $8.50/lease in 10-packs | Free tier with limits; Pro plan $20/month for unlimited queries | Tie |
| CRE Domain Knowledge | 500+ lines of commercial real estate extraction heuristics per pass | Aggregates knowledge from web sources; no embedded CRE extraction logic | Lextract |
$10 for a single lease extraction. Volume pricing: $45 for 5 leases ($9 each) and $85 for 10 leases ($8.50 each). No subscription.
Free tier with limited daily queries. Perplexity Pro costs $20/month for unlimited queries, file uploads, and access to advanced models. Enterprise plans available.
Perplexity Pro at $20/month is cost-effective for general research. But it cannot replace a purpose-built extraction tool - you would still need to manually extract, structure, and verify every field from the AI's prose output. For lease abstraction specifically, the labor cost of using Perplexity as a makeshift extraction tool far exceeds Lextract's per-lease pricing.
CRE professionals who need structured, repeatable lease data extraction for portfolio management, due diligence, and PMS integration.
Market research and contextual lease analysis: understanding whether specific terms are market-standard, finding comparable lease structures, and getting cited answers about CRE concepts and regulations.
Perplexity and Lextract serve fundamentally different purposes. Perplexity is a research tool - it helps you understand market context, find comparable terms, and answer questions with cited sources. It is genuinely useful for the research layer of lease review.
Lextract is an extraction tool - it takes a lease PDF and returns 126 structured fields with confidence scores and red flag detection. These are complementary workflows, not competing ones. Use Perplexity to research whether a 5% CAM cap is below market for Class A suburban office. Use Lextract to extract the actual CAM cap and 125 other fields from the lease itself.
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See a complete commercial lease abstract example with all 126 fields annotated. Understand what gets extracted, why it matters, and how to generate one in minutes.
Upload a commercial lease PDF and get 126 structured fields extracted in under 3 minutes. $10 per lease, no subscription required.
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