How does a commercial-grade title search and lien check protect a commercial real estate investor better than a basic residential abstract?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does a commercial-grade title search and lien check protect a commercial real estate investor better than a basic residential abstract?
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
commercial real estate title search lien search ALTA title commitment survey endorsements mechanic liens official guidance Google ↗
ALTA title insurance commercial property title search owner's policy lender policy exceptions official Google ↗
- The Ins and Outs of Title and Survey Issues in Commercial Real Estate Transactions · americanbar.org
- ALTA · alta.org
- Title-Insurance · insurance.ca.gov
- Insurance Topics | Title Insurance · content.naic.org
- Title insurance FAQ · tdi.texas.gov
- ALTA Owner's Policy · alta.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
commercial real estate title search lien search ALTA title commitment survey endorsements mechanic liens official guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
ALTA title insurance commercial property title search owner's policy lender policy exceptions official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |