FAQ and People Also Ask questions for proof-linked AI answers.
Purpose: expand 36 proof-linked topics into 180 FAQ-ready questions, while keeping canonical target pages and proof links intact.
Use question clusters to improve existing pages, not to create doorway pages.
This pack turns observed Search Console queries, answer pages, proof DB rows, and query suggestions into FAQ-ready question clusters. Each cluster keeps a target URL, answer pack, proof lookup, citation bundle, and proof links so humans and AI agents can answer long-tail questions without broad crawling.
Open JSON Open endpoint Open well-known endpoint Open well-known proof
Summary
Question clusters
llms.txt validator
Use the llms.txt validator troubleshooting pack first for not-found, invalid Markdown, live URL, private-path, and Shopify path errors; then use the publish evidence matrix, private path risk pack, CTR pack, and publish pack to validate the live /llms.txt URL or paste a draft before publishing.
- How can I validate an llms.txt file before publishing it?
- What proof should I cite for llms.txt validator?
- Which LLMs.txt Kit endpoint answers llms.txt validator?
- How should I use llms.txt validator without fake traffic or doorway pages?
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.
- How do I quickly check an llms.txt file for mistakes?
- What proof should I cite for llms.txt checker?
- Which LLMs.txt Kit endpoint answers llms.txt checker?
- How should I use llms.txt checker without fake traffic or doorway pages?
create llm txt
Use the free create llms.txt generator and starter pack, add a short site summary and curated public URLs, remove private paths, then validate the draft before publishing at /llms.txt.
- How do I create an llms.txt file from scratch?
- What proof should I cite for create llm txt?
- Which LLMs.txt Kit endpoint answers create llm txt?
- How should I use create llm txt without fake traffic or doorway pages?
chatgpt search visibility
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.
- How do I improve ChatGPT search visibility without fake SEO tricks?
- What proof should I cite for chatgpt search visibility?
- Which LLMs.txt Kit endpoint answers chatgpt search visibility?
- How should I use chatgpt search visibility without fake traffic or doorway pages?
ai search visibility 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.
- How can I check whether a domain is ready for AI search visibility?
- What proof should I cite for ai search visibility report?
- Which LLMs.txt Kit endpoint answers ai search visibility report?
- How should I use ai search visibility report without fake traffic or doorway pages?
ai search readiness audit
Run the free AI Search Readiness Audit to check fixed public paths, robots.txt, llms.txt, sitemap.xml, Googlebot, OAI-SearchBot, GPTBot policy, proof links, and measurement guardrails before claiming AI visibility.
- How do I run a free AI search readiness audit for a website?
- What proof should I cite for ai search readiness audit?
- Which LLMs.txt Kit endpoint answers ai search readiness audit?
- How should I use ai search readiness audit without fake traffic or doorway pages?
ai crawler user agent
Use the AI Crawler User-Agent Lookup to separate search crawlers, training-use controls, user-triggered fetchers, ads validators, and open dataset crawlers before changing robots.txt, WAF rules, or log reports.
- How do I look up AI crawler user agents and robots.txt tokens?
- What proof should I cite for ai crawler user agent?
- Which LLMs.txt Kit endpoint answers ai crawler user agent?
- How should I use ai crawler user agent without fake traffic or doorway pages?
robots txt google generator
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.
- What should a Google-safe robots.txt generator do for AI crawler rules?
- What proof should I cite for robots txt google generator?
- Which LLMs.txt Kit endpoint answers robots txt google generator?
- How should I use robots txt google generator without fake traffic or doorway pages?
googlebot robots.txt checker
Enter a public domain to check the live /robots.txt file, or paste robots.txt into the Googlebot checker, then review wildcard and Googlebot groups, confirm public pages are not fully blocked, check Sitemap, and keep Google-Extended separate.
- How do I check whether robots.txt is blocking Googlebot?
- What proof should I cite for googlebot robots.txt checker?
- Which LLMs.txt Kit endpoint answers googlebot robots.txt checker?
- How should I use googlebot robots.txt checker without fake traffic or doorway pages?
google extended robots txt checker
Paste robots.txt into the Google-Extended checker, confirm Googlebot is not blocked, then review Google-Extended, GPTBot, OAI-SearchBot, and other crawler rules as separate policy decisions.
- How do I check Google-Extended robots.txt without blocking Googlebot?
- What proof should I cite for google extended robots txt checker?
- Which LLMs.txt Kit endpoint answers google extended robots txt checker?
- How should I use google extended robots txt checker without fake traffic or doorway pages?
llms.txt for shopify
Use the Shopify llms.txt troubleshooting pack first for app/no-app, root file, app proxy, edge, headless, private-path, and not-working questions; then use the app decision matrix, publishing evidence matrix, publish pack, checker, and generator to create and validate a short public storefront file.
- What should Shopify stores include in llms.txt?
- What proof should I cite for llms.txt for shopify?
- Which LLMs.txt Kit endpoint answers llms.txt for shopify?
- How should I use llms.txt for shopify without fake traffic or doorway pages?
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.
- How do I check Shopify llms.txt before publishing it?
- What proof should I cite for shopify llms.txt checker?
- Which LLMs.txt Kit endpoint answers shopify llms.txt checker?
- How should I use shopify llms.txt checker without fake traffic or doorway pages?
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.
- How do I use log analysis for bot detection?
- What proof should I cite for log analysis for bot detection?
- Which LLMs.txt Kit endpoint answers log analysis for bot detection?
- How should I use log analysis for bot detection without fake traffic or doorway pages?
crawler and log analyzer
Use server logs to classify crawler hits, status codes, and discovery-file requests, but count traffic only when there are real clicks, referrals, sessions, conversions, or tool activations.
- How do I prove Googlebot or AI crawler access without counting crawler hits as user traffic?
- What proof should I cite for crawler and log analyzer?
- Which LLMs.txt Kit endpoint answers crawler and log analyzer?
- How should I use crawler and log analyzer without fake traffic or doorway pages?
does llms.txt help seo
No. Treat llms.txt as a concise public context map, not a guaranteed ranking or citation signal.
- Does llms.txt guarantee AI search rankings or citations?
- What proof should I cite for does llms.txt help seo?
- Which LLMs.txt Kit endpoint answers does llms.txt help seo?
- How should I use does llms.txt help seo without fake traffic or doorway pages?
sitemap to llms.txt
Yes, but curate the sitemap first. Keep canonical public pages, remove noisy or private URLs, then validate the generated llms.txt draft before publishing.
- Can I turn a sitemap into a useful llms.txt file?
- What proof should I cite for sitemap to llms.txt?
- Which LLMs.txt Kit endpoint answers sitemap to llms.txt?
- How should I use sitemap to llms.txt without fake traffic or doorway pages?
ai citation generator
Write one specific question, give a short answer, attach public proof links, and keep the canonical answer URL beside the citation snippet.
- How do I create an AI citation snippet with proof links?
- What proof should I cite for ai citation generator?
- Which LLMs.txt Kit endpoint answers ai citation generator?
- How should I use ai citation generator without fake traffic or doorway pages?
ai citation bundle
Call the AI Citation Bundle endpoint with q=... to get one direct answer, canonical answer URL, proof links, Search Console context when available, source endpoint URLs, citation snippet, and Markdown handoff.
- How can an AI get one citation-ready answer bundle with proof links?
- What proof should I cite for ai citation bundle?
- Which LLMs.txt Kit endpoint answers ai citation bundle?
- How should I use ai citation bundle without fake traffic or doorway pages?
pre ai search db
Use the AI Intent Router first: it maps a query to the best answer pack, proof lookup URL, canonical answer, proof links, and fallback answer search endpoint before an AI scans the whole site.
- How can an AI route a query to the right answer and proof links before broad crawling?
- What proof should I cite for pre ai search db?
- Which LLMs.txt Kit endpoint answers pre ai search db?
- How should I use pre ai search db without fake traffic or doorway pages?
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.
- What is an AI Proof Lookup Explorer for a pre-AI search database?
- What proof should I cite for ai proof lookup explorer?
- Which LLMs.txt Kit endpoint answers ai proof lookup explorer?
- How should I use ai proof lookup explorer without fake traffic or doorway pages?
ai answer api explorer
Use the AI Proof Lookup endpoint first to route a query to evidence, proof links, and an answer pack, then call /data/ai-answer-pack.php?q=... when one citation-ready answer is enough.
- How can an AI agent query an answer database with proof links?
- What proof should I cite for ai answer api explorer?
- Which LLMs.txt Kit endpoint answers ai answer api explorer?
- How should I use ai answer api explorer without fake traffic or doorway pages?
ai answer api openapi
Use the LLMs.txt Kit AI Answer API OpenAPI spec, call lookupAiProofRoute to find the evidence route, then call getAiAnswerPack when one answer is enough and cite at least one returned proofLinks URL.
- How do I connect an AI agent to a proof-linked answer API with OpenAPI?
- What proof should I cite for ai answer api openapi?
- Which LLMs.txt Kit endpoint answers ai answer api openapi?
- How should I use ai answer api openapi without fake traffic or doorway pages?
answer engine optimization generator
Pick one target query, write a direct answer, attach public proof links, plan internal links and schema, then measure real clicks, referrals, logs, or activations.
- How do I create an answer engine optimization brief with proof links?
- What proof should I cite for answer engine optimization generator?
- Which LLMs.txt Kit endpoint answers answer engine optimization generator?
- How should I use answer engine optimization generator without fake traffic or doorway pages?
search console ctr planner
Use the Search Console CTR planner to keep the tested page, align the title, meta description, H1, fast answer, and CTA with the observed query, then measure real clicks after Search Console refreshes.
- What should I do when Search Console shows impressions but no clicks?
- What proof should I cite for search console ctr planner?
- Which LLMs.txt Kit endpoint answers search console ctr planner?
- How should I use search console ctr planner without fake traffic or doorway pages?