Guides & articles
How AI answer engines choose what to cite — and what each of our ten tools is actually for.
Research
Data we collected ourselves.
Original studies with the raw dataset published alongside, so every number can be checked.
Guides
How AI search actually picks its sources.
Practical guides on ChatGPT, Perplexity, AEO and GEO — written from what we see running audits at scale.
How to optimize your site for ChatGPT
How ChatGPT search picks and cites sources, how to write answer-first passages, and a checklist to become the referenced answer.
· 4 min read
Read guide AI searchHow to optimize for Perplexity AI citations
How Perplexity citations differ from ChatGPT, how Pro Search ranks sources, and the six steps that earn a citation.
· 4 min read
Read guide GEOGEO Guide: Generative Engine Optimization
How to make your pages show up inside ChatGPT, Perplexity and Gemini answers — the technical and content patterns behind GEO.
· 5 min read
Read guide ComparisonAEO vs SEO: how they differ in 2026
How Answer Engine Optimization wins citations inside ChatGPT and Perplexity, and where traditional SEO still does the work.
· 7 min read
Read guide ComparisonTraditional SEO vs AI SEO: the 2026 comparison
Ranking signals, content shape, backlinks versus LLM-readiness — and how marketers should actually adapt.
· 3 min read
Read guide MeasurementAI Search Rank Tracking: Monitor LLM Visibility
How to track share-of-voice inside ChatGPT and Perplexity answers, and the tools that measure it.
· 3 min read
Read guide ToolsBest AI search optimization tools of 2026
A practical comparison of AEO and GEO tools — what each category does, and which one fits which job.
· 5 min read
Read guideAnswers
One question, answered properly.
Short pages that answer a single specific question about AI search — the ones we keep being asked.
OAI-SearchBot vs GPTBot vs ChatGPT-User
OpenAI runs three separate crawlers with three different jobs. Blocking the wrong one removes you from ChatGPT search entirely.
Read answer CrawlersDoes blocking GPTBot affect ChatGPT citations?
No. GPTBot controls training data only. ChatGPT search citations depend on OAI-SearchBot, which is a separate crawler with a separate robots.txt rule.
Read answer Standardsllms.txt vs robots.txt: which do you need?
robots.txt is an established standard crawlers obey. llms.txt is a newer convention with no confirmed adoption. Only one is load-bearing.
Read answer MeasurementHow to check if ChatGPT cites your website
There is no console for AI citations. Build a fixed prompt list, run it on a schedule, and track the trend — here is the method that works without a tool.
Read answer GoogleWhy is my site not showing up in AI Overviews?
AI Overviews draw on Google's regular index. Usual causes: content missing from the served HTML, snippet settings, or not ranking for the query.
Read answer Structured dataDoes schema markup help with AI search?
Schema helps machines resolve what a page is about and who published it. It is not a ranking lever for AI citations, and bad schema hurts.
Read answer CrawlersHow often does Perplexity recrawl a site?
There is no published crawl schedule. Perplexity leans on live retrieval, so new pages can surface fast — here is how to measure your own site.
Read answerProject profiles
What each tool is for.
A short profile of every tool we build and run — what it does, who it suits, and when to reach for it.
Reviews & comparisonsProductsVerdict helps people choose better digital products.
ProductsVerdict is the comparison layer for software, AI tools, VPNs, and hosting — built for buyers who want a clearer answer than a search page.
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Travel decisionsRouteVerdict turns travel research into a decision.
Ranked guides, seasonal hotspots, and city comparisons that help travelers move from browsing to booking.
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Billing & invoicesBillingDone helps pros send invoices without friction.
A fast invoice generator that respects the reality of contractors, field workers, freelancers, and small teams.
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Proof & protocolsDoneTrace gives checklists an evidence trail.
Photo proof, share links, and clean PDFs that make repeatable work easier to trust.
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SEO & AI visibilityWebsite Verdict scans sites for search and AI visibility.
AI SEO, AEO, GEO, and agent readiness now belong in the same audit — Website Verdict is that audit.
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Post-quantum riskQuantumCryptoRisk explains post-quantum exposure.
Wallet scans, readiness checks, and conservative PQC research that help people understand the quantum transition.
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Gaming signalsSteamPulsePlayer helps PC players pick what to play next.
Player-pulse signals and trend views that turn a huge PC game library into a short, decidable shortlist.
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Local web & leadsLocalSitesEngine builds contractor sites that book jobs.
Trade-specific websites for roofers, plumbers, HVAC and 37 more trades — structured for local search and AI answers, live in about a week.
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Private media toolsMediaVault runs a whole video studio in your browser.
Compression, conversion, transcription, and editing that happen on your device — no uploads, no watermarks, no accounts in the way.
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Private PDF toolsPDF Vault keeps document editing on your device.
Merging, splitting, signing, compressing, OCR and conversion — all in the browser, with no upload step.
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