AI proof lookup tool

Pre-AI search DB explorer with proof links.

Use this page when an AI assistant, developer, or SEO reviewer needs to route a query to evidence before scanning the whole site. It builds the AI Proof Lookup endpoint, curl command, fetch snippet, answer pack escalation path, and copy-safe retrieval handoff.

Fast answer for pre-AI search DB queries

Query the proof database first, then cite the returned proof URL.

Send a query such as pre ai search db, ai proof lookup, llms.txt validator, or chatgpt search visibility to /data/ai-proof-lookup.php?q=.... Use the top result's answer pack, answer page, primary proof URL, and recommended action before writing the final answer.

  • Best fit: pre-AI search DB, AI proof lookup, proof link answer API, answer route database, and citation-safe AI retrieval.
  • Output: public endpoint, well-known endpoint, curl command, JavaScript fetch snippet, and agent handoff.
  • Safety rule: proof lookup helps retrieval; it does not by itself prove traffic, rankings, or model citations.
Build proof lookup Open pre-AI search DB sample Open AI Proof DB Open well-known sample
127 proof rows Query routes connect answers, proof links, and recommended actions.
Public + well-known Use either /data or /.well-known endpoints depending on the agent workflow.
Proof first Keep one returned proof URL with any answer, citation, or handoff.

AI Proof Lookup Explorer

Static browser tool
Generated proof endpoint 
https://llmstxtkit.com/data/ai-proof-lookup.php?q=pre%20ai%20search%20db
curl command 
curl -L 'https://llmstxtkit.com/data/ai-proof-lookup.php?q=pre%20ai%20search%20db'
Agent handoff 

            

          

        

      


      

        
Recommended AI retrieval workflow

        

          

            Step 1
            
Lookup proof route

            
Call /data/ai-proof-lookup.php?q=... to find matched proof rows, answer packs, answer pages, and primary proof URLs.

          

          

            Step 2
            
Open answer pack

            
Use the returned answer pack URL when one citation-ready answer is enough, or the answer search endpoint when ranked alternatives are useful.

          

          

            Step 3
            
Cite proof link

            
Keep at least one proofLinks URL or primaryProofUrl with the final answer. Do not convert lookup matches into ranking claims.

          

        

      


      

        
Good starter queries

        

          

            
pre ai search db

            
Shows how an assistant can search a compact proof database before broad page scanning.

            Open proof lookup
          

          

            
ai proof lookup

            
Routes to proof DB rows, lookup endpoint docs, answer packs, and retrieval manifest files.

            Open proof lookup
          

          

            
chatgpt search visibility

            
Routes to observed zero-click evidence, visibility checklist, CTR pack, and answer pack.

            Open proof lookup