Articles
AI Visibility
How to Optimize a Site for AI Search: GEO and SEO
A practical GEO and SEO guide: test AI crawler access with curl, build connected schema markup, and measure what actually gets cited.
AI Brand Index
Best CPQ Software in 2026 Ranked by AI Recommendations
Four AI engines agree on the CPQ leaders. Salesforce and Oracle top every list, but Perplexity still recommends retired brand names.
AI Brand Index
Best AI Note-Taking Apps in 2026, Ranked by What AI Recommends
The AI engines cannot agree what AI note-taking means. ChatGPT picks meeting note-takers; Google and Perplexity pick Notion and Evernote.
AI Brand Index
Best E-Commerce Personalization Software in 2026, Ranked by What AI Recommends
The four biggest AI engines each rank e-commerce personalization brands differently. See the cross-engine data and what it means.
AI Visibility
How AI Learns About Your Business: Profiles and Reviews
AI builds a picture of your business from your site, profiles, and reviews. How the knowledge graph works, and why sameAs and G2 reviews matter.
AI Visibility
Open Graph Tags: How Your Brand Looks When Linked
Without Open Graph tags your link is a bare grey line. With them, a rich card with image and title. How OG works across social, chat, and AI answers.
AI Visibility
Do SEO Titles and Descriptions Still Matter for AI?
Meta tags are not dead. How search and AI engines use your title and description for snippets and citation cards, and how to write them in 2026.
AI Visibility
Schema.org for AI: Organization, Product, and FAQ
Schema.org (JSON-LD) states your facts so AI does not guess. How to add Organization, Product, and FAQPage markup, and what Google's FAQ change means.
AI Visibility
How AI Reads Your Site: Why Semantic HTML Matters
AI reads your HTML, then splits it into chunks. Why headings, lists, and especially tables help LLMs parse, compare, and quote you accurately.
AI Visibility
Sitemap.xml: How AI Search Learns About Your Updates
How AI search engines find your site updates, why lastmod and IndexNow matter more than changefreq, and how to keep a SaaS sitemap fresh.
AI Visibility
Does JavaScript Hide Your Product From ChatGPT?
Most AI crawlers do not run JavaScript, so client-rendered content can look blank to ChatGPT. How to check and fix it with SSR, SSG, and Next.js.
AI Visibility
How to Configure robots.txt for AI Crawlers (2026)
What each AI crawler type does, what to allow or block, and how to audit your robots.txt in 20 minutes.
AI Visibility
What Is llms.txt and Why Your Site Needs One Now
A practical guide to llms.txt for SaaS sites: what it is, how it differs from robots.txt and sitemap.xml, and how to build one.
AI Visibility
What Sources Does ChatGPT Cite When Recommending B2B Software?
We checked the sources ChatGPT cites across 5 B2B software categories. TechRadar showed up most, G2 led by volume, and every category had its own niche sites.
AI Visibility
Best CRM Software ChatGPT Recommends (2026)
Which CRM does ChatGPT recommend? The top 10 CRMs ChatGPT names in 2026. How the list differs from Google, and the sources behind it.
AI Visibility
How to Improve Brand Visibility in ChatGPT: 4-Step Guide
A practical 4-step system to improve your brand's visibility in ChatGPT: measure, fix foundations, publish citable content, and earn trusted sources.