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Pre-AI search database with proof links

AI Presearch DB for search result handoffs, answer packs, proof lookups, citation bundles, and FAQ routes.

Short answer: call /data/ai-presearch-db.php?q={query} before broad crawling. The response gives the best search result handoff, answer pack, proof lookup, citation bundle, question expansion route, SERP click-intent plan, snippet-refresh proof, SERP snippet opportunity decision, experiment ledger, Search Console context, and canonical target page.
Machine-readable presearch routing

461 presearch routes with 7024 proof-link references.

This DB merges the AI Search Result Handoff Pack, AI Answer Index, AI Proof DB, AI Query Suggestions, AI Question Expansion Pack, AI Intent Router, SERP Click Intent Pack, Search Console Snippet Refresh Pack, SERP Snippet Opportunity Ledger, and Search Console Experiment Ledger so an agent can find the right proof-linked route before scanning many pages.

Try presearch endpoint Open JSON Open well-known endpoint

Presearch coverage

461routes
57observed routes
51zero-click routes
216FAQ/question routes
11click-intent routes
11snippet-refresh routes
11experiment-ledger routes
11snippet-opportunity routes
11search-result handoff routes

Top presearch routes

answer_index_target_query + proof_db_observed_search_console_query + proof_db_answer_catalog_observed_route . score 3370

chatgpt search visibility

Classify what a signal can prove before claiming ChatGPT search visibility, traffic, ranking, or citation impact.

answer_index_target_query + proof_db_observed_search_console_query + proof_db_answer_catalog_observed_route . score 2260

robots txt google generator

Classify what a Google robots.txt signal can prove before changing live robots.txt, claiming Googlebot access, or counting traffic.

answer_index_target_query + proof_db_observed_search_console_query + proof_db_answer_catalog_observed_route . score 2193

llms.txt checker

Paste a draft or enter a public domain in the free llms.txt checker, scan structure, live /llms.txt reachability, and private-path warnings, then fix red items before running the full validator.

answer_index_target_query + proof_db_observed_search_console_query + proof_db_answer_catalog_observed_route . score 1905

llms validator

Classify what an llms.txt validator signal can prove before claiming a file is live, safe to publish, useful for AI retrieval, or driving traffic.

answer_index_target_query + proof_db_observed_search_console_query + proof_db_answer_catalog_observed_route . score 1904

log analysis for bot detection

Use the bot detection CTR pack and log analysis pack or paste a small redacted access-log sample into the analyzer, classify crawler user agents, review discovery-file hits and status codes, then verify important bots with official IP or reverse-DNS methods.

answer_index_target_query + proof_db_observed_search_console_query + proof_db_answer_catalog_observed_route . score 1869

llms.txt generator for shopify

Classify what a Shopify llms.txt app/no-app signal can prove before recommending an app, publishing route, live-file claim, AI citation claim, or traffic claim.

answer_index_target_query + proof_db_observed_search_console_query + proof_db_answer_catalog_observed_route . score 1855

shopify app to generate llms.txt

Classify what a Shopify llms.txt app/no-app signal can prove before recommending an app, publishing route, live-file claim, AI citation claim, or traffic claim.

answer_index_target_query + proof_db_observed_search_console_query + proof_db_answer_catalog_observed_route . score 1717

chat gpt search visibility

Classify what a signal can prove before claiming ChatGPT search visibility, traffic, ranking, or citation impact.

answer_index_target_query + proof_db_observed_search_console_query + proof_db_answer_catalog_observed_route . score 1612

llms checker

Paste a draft or enter a public domain in the free llms.txt checker, scan structure, live /llms.txt reachability, and private-path warnings, then fix red items before running the full validator.

answer_index_target_query + proof_db_answer_catalog_query + query_suggestion . score 1496

pre ai search db

Use the AI Presearch DB endpoint to route a query to answer packs, proof lookups, citation bundles, FAQ expansions, Search Console context, and canonical proof links before broad crawling.

answer_index_target_query + proof_db_observed_search_console_query + proof_db_answer_catalog_observed_route . score 1486

llms.txt validator

Classify what an llms.txt validator signal can prove before claiming a file is live, safe to publish, useful for AI retrieval, or driving traffic.

answer_index_target_query + proof_db_observed_search_console_query + proof_db_answer_catalog_observed_route . score 1458

llms txt validator

Classify what an llms.txt validator signal can prove before claiming a file is live, safe to publish, useful for AI retrieval, or driving traffic.

answer_index_target_query + proof_db_answer_catalog_query + query_suggestion . score 871

search indexing priority pack

Use the Search Indexing Priority Pack before creating more pages. It reports 216 live sitemap URLs, 103 GSC sitemap-discovered pages, and a 113-URL freshness gap.

answer_index_target_query + proof_db_answer_catalog_query + query_suggestion . score 801

which urls request indexing

Use the Search Indexing Priority Pack before creating more pages. It reports 216 live sitemap URLs, 103 GSC sitemap-discovered pages, and a 113-URL freshness gap.

answer_index_target_query + proof_db_answer_catalog_query + query_suggestion . score 721

pre ai search database

Use the AI Intent Router first, then open the answer pack or proof lookup URL it returns; cite proof links and keep the canonical answer URL.

answer_index_target_query + proof_db_answer_catalog_query + query_suggestion . score 640

shopify llms.txt checker

Paste the Shopify draft into the checker, remove cart, checkout, account, customer, discount, admin, token, session, and staging URLs, then validate the cleaned file before publishing.

answer_index_target_query + proof_db_answer_catalog_query + query_suggestion . score 580

ai proof lookup explorer

It is a proof-first tool that builds /data/ai-proof-lookup.php?q=... URLs so an AI agent can find evidence, answer packs, proof links, and the next page to read before scanning the whole site.

answer_index_target_query + proof_db_answer_catalog_query + query_suggestion . score 575

chatgpt website visibility

Classify what a signal can prove before claiming ChatGPT search visibility, traffic, ranking, or citation impact.

answer_index_target_query + proof_db_answer_catalog_query + query_suggestion . score 570

ai search readiness checker

Run a domain-level report that checks the homepage, robots.txt, llms.txt, sitemap.xml, Googlebot access, OAI-SearchBot access, and private-path risk before measuring real clicks or referrals.

answer_index_target_query + proof_db_answer_catalog_query + query_suggestion . score 570

ai search visibility audit

Run a domain-level report that checks the homepage, robots.txt, llms.txt, sitemap.xml, Googlebot access, OAI-SearchBot access, and private-path risk before measuring real clicks or referrals.

answer_index_target_query + proof_db_answer_catalog_query + query_suggestion . score 570

ai search visibility checker

Run the ChatGPT visibility troubleshooting pack, evidence matrix, live public-file report, debug pack, and CTR pack; review OAI-SearchBot separately from GPTBot and ChatGPT-User; then measure real clicks, referrals, logs, or tool activations.

answer_index_target_query + proof_db_answer_catalog_query + query_suggestion . score 570

block google extended not googlebot

Use the Google robots.txt troubleshooting pack first, then the safety evidence matrix, Googlebot-safe generator, safety pack, path tester, and live checker; keep Googlebot crawlable, separate Google-Extended, and use noindex or password protection when hiding pages is the goal.

answer_index_target_query + proof_db_answer_catalog_query + query_suggestion . score 570

chatgpt visibility report

Run the ChatGPT visibility troubleshooting pack, evidence matrix, live public-file report, debug pack, and CTR pack; review OAI-SearchBot separately from GPTBot and ChatGPT-User; then measure real clicks, referrals, logs, or tool activations.

answer_index_target_query + proof_db_answer_catalog_query + query_suggestion . score 570

website ai readiness report

Run a domain-level report that checks the homepage, robots.txt, llms.txt, sitemap.xml, Googlebot access, OAI-SearchBot access, and private-path risk before measuring real clicks or referrals.

answer_index_target_query + proof_db_answer_catalog_query + query_suggestion . score 560

fix robots.txt googlebot

Classify what a Google robots.txt signal can prove before changing live robots.txt, claiming Googlebot access, or counting traffic.

answer_index_target_query + proof_db_answer_catalog_query + query_suggestion . score 560

google robots.txt generator

Classify what a Google robots.txt signal can prove before changing live robots.txt, claiming Googlebot access, or counting traffic.

answer_index_target_query + proof_db_answer_catalog_query + query_suggestion . score 560

googlebot blocked by robots.txt

Classify what a Google robots.txt signal can prove before changing live robots.txt, claiming Googlebot access, or counting traffic.

answer_index_target_query + proof_db_answer_catalog_query + query_suggestion . score 560

robots.txt noindex alternative

Classify what a Google robots.txt signal can prove before changing live robots.txt, claiming Googlebot access, or counting traffic.

answer_index_target_query + proof_db_answer_catalog_query + query_suggestion . score 560

robots.txt not access control

Classify what a Google robots.txt signal can prove before changing live robots.txt, claiming Googlebot access, or counting traffic.

answer_index_target_query + proof_db_answer_catalog_query + query_suggestion . score 560

test robots.txt for googlebot

Classify what a Google robots.txt signal can prove before changing live robots.txt, claiming Googlebot access, or counting traffic.

answer_index_target_query + proof_db_answer_catalog_query + query_suggestion . score 535

access log bot detection

Use the bot detection CTR pack and log analysis pack or paste a small redacted access-log sample into the analyzer, classify crawler user agents, review discovery-file hits and status codes, then verify important bots with official IP or reverse-DNS methods.

answer_index_target_query + proof_db_answer_catalog_query + query_suggestion . score 535

bot detection log analysis

Use the bot detection CTR pack and log analysis pack or paste a small redacted access-log sample into the analyzer, classify crawler user agents, review discovery-file hits and status codes, then verify important bots with official IP or reverse-DNS methods.

answer_index_target_query + proof_db_answer_catalog_query + query_suggestion . score 535

bot detection log analyzer

Use the bot detection CTR pack and log analysis pack or paste a small redacted access-log sample into the analyzer, classify crawler user agents, review discovery-file hits and status codes, then verify important bots with official IP or reverse-DNS methods.

answer_index_target_query + proof_db_answer_catalog_query + query_suggestion . score 535

detect bots in server logs

Use the bot detection CTR pack and log analysis pack or paste a small redacted access-log sample into the analyzer, classify crawler user agents, review discovery-file hits and status codes, then verify important bots with official IP or reverse-DNS methods.

proof_db_ctr_pack + query_suggestion + ai_proof_db_row . score 510

chatgpt search visibility ctr pack

Run the ChatGPT visibility troubleshooting pack, evidence matrix, live public-file report, debug pack, and CTR pack; review OAI-SearchBot separately from GPTBot and ChatGPT-User; then measure real clicks, referrals, logs, or tool activations.