Guides
Guides for getting recommended by AI
How the engines actually pick names and what moves it. Written from what we see in scans. No fluff and no invented statistics.
- Written From Real Scans
- Every Figure Traceable
- Free To Read No Signup
- Built For AEO And GEO
Start here
measurement · 4 min
Why your AI visibility score moves when you changed nothing
Ask an engine the same question five times and you get different answers. Here's where that variance comes from, how to tell noise from a real change, and why most AI visibility alerts are worthless.
Readfundamentals · 4 minSchema markup for AI search: the four things that actually matter
Most structured-data advice is written for Google rich results. AI answers use a different subset. Here's what an engine needs to identify you, in the order it matters, with the markup to copy.
Readcrawlers · 4 minIs GPTBot blocked on your site? How to check, and what it costs you
The AI crawlers that matter, how to tell whether each one can actually reach you, and why robots.txt is only half the answer. Includes the two failure modes that don't show up in your robots file.
ReadEverything, by subject
All 86 guides, newest first. The subjects are the tags each one was filed under, so a tag narrows the list rather than describing it.
- Does client-side hydration cause AI search engines to miss text?6 min
- Do cross-origin iframe embeds get read by AI search engines?5 min
- Are Fastly VCL rate limits dropping Perplexity-User requests?6 min
- Do PyPI and npm package manifests shape AI tech stack claims?6 min
- Does hosting an open Discourse forum feed AI answer engines?6 min
- Are Nginx rate limits triggering 429 errors for AI answer crawlers?5 min
- Does hosting docs on a reverse proxy confuse AI answer crawlers?6 min
- Can AI live search read text inside images and infographics?5 min
- What happens when AI answer crawlers hit HTTP basic auth?6 min
- Do AI answer crawlers read text hidden inside Shadow DOM components?6 min
- Does text hidden with CSS display none get read by AI engines?6 min
- Does a USPTO trademark help ChatGPT identify your company?6 min
- Why does ChatGPT summarize your free trial terms incorrectly?4 min
- Does ChatGPT know your brand when web search is turned off?7 min
- Why AI answer crawlers misread CSS grid pricing and feature tables6 min
- Does blocking non-US IP addresses stop AI engines from citing you?5 min
- Do embedded Loom or Vimeo videos help AI engines understand you?6 min
- Why Perplexity cites outdated URLs after you update them6 min
- Do Glassdoor and Indeed reviews influence ChatGPT recommendations?6 min
- Does publishing a SOC 2 trust center make AI engines recommend you?6 min
- Do AI answer crawlers skip content inside collapsed accordions?6 min
- Does public status page data affect AI reliability claims?6 min
- Is AWS WAF silently blocking Perplexity-User requests?5 min
- Do public changelogs update AI engines faster than blog posts?6 min
- How AI engines resolve conflicting pricing across your website6 min
- How long does a company rebrand take to show up in ChatGPT?6 min
- Can you block Perplexity-User without hurting your Google rankings?6 min
- Do named author bylines impact how AI engines trust your content?6 min
- Do RSS feeds help AI answer crawlers discover new pages faster?6 min
- Do podcast transcripts on your site get you recommended in AI search?6 min
- Does changing meta descriptions alter what AI live search reads?6 min
- Does publishing on Substack or Medium hurt your AI recommendations?6 min
- Why ChatGPT uses your job postings to describe your tech stack6 min
- How AI answer crawlers handle 301 redirects and canonical tags6 min
- Do Stack Overflow answers improve AI recommendations for dev tools?6 min
- Can AI answer crawlers extract product details from public PDFs?6 min
- How Hacker News threads impact AI recommendations for dev tools6 min
- Does a Product Hunt launch increase your ChatGPT recommendations?5 min
- Do public OpenAPI specs help AI engines understand your product?5 min
- Is Cloudflare Bot Management silently blocking OAI-SearchBot?5 min
- Does a slow site cause ChatGPT live search to bypass your pages?5 min
- Why AI engines fail to read dynamic pricing tables4 min
- Does hosting documentation on GitHub increase your AI recommendations?6 min
- Does deleting old blog posts remove outdated info from ChatGPT?6 min
- Does translating your site increase AI recommendations?6 min
- Suede vs Profound vs AthenaHQ: how each one samples an AI answer5 min
- Can AI answer crawlers properly read your JavaScript single-page app?6 min
- Why ChatGPT skips your paywalled content and quotes competitors6 min
- Why your Zendesk or Intercom help center is ignored by AI search6 min
- Are your cookie consent banners hiding your content from AI?6 min
- Does hosting your blog on a subdomain hurt your AI recommendations?5 min
- Does changing your domain name wipe out your AI recommendations?7 min
- Does updating your homepage copy change what ChatGPT says?6 min
- Can ChatGPT read your gated PDFs and whitepapers?4 min
- Does setting up Crunchbase or Wikidata profiles improve AI visibility?6 min
- Why does ChatGPT cite your blog post but ignore your product?5 min
- Does having a Wikipedia page actually guarantee ChatGPT mentions you?4 min
- Do competitor comparison pages on your site influence AI answers?5 min
- If Google has not indexed your page, can AI engines cite it?6 min
- Why ChatGPT confuses your brand with another company6 min
- Is your CDN silently blocking AI answer crawlers?6 min
- Why Bing Webmaster Tools matters more for ChatGPT than Google6 min
- Why two AI visibility tools report different numbers for you6 min
- Why ChatGPT recommends your competitor instead of you6 min
- Which AI crawler blocks actually cost you citations6 min
- What to fix first when AI has never heard of you6 min
- What an AI visibility audit should contain6 min
- The buying questions worth tracking in AI answers6 min
- How Reddit discussions shape AI engine recommendations6 min
- How to read your own robots.txt for AI crawlers6 min
- Do press releases actually get your brand into ChatGPT answers?6 min
- Otterly vs babel42 vs Standing6 min
- Is GEO a scam?5 min
- How review platforms feed AI recommendations7 min
- How many times to run a prompt before you believe the number6 min
- How long it takes to change what AI says about you6 min
- Does hiding your pricing hurt your chances in AI recommendations?6 min
- AthenaHQ vs Scrunch vs Standing5 min
- Why your AI visibility score moves when you changed nothing4 min
- Schema markup for AI search: the four things that actually matter4 min
- llms.txt: what it is, and whether it actually does anything4 min
- Is GPTBot blocked on your site? How to check, and what it costs you4 min
- Profound vs Peec vs Standing: how the three actually measure5 min
- How AI decides which brands to recommend5 min
- How to earn citations on the sources AI actually reads5 min
- AI visibility vs traditional SEO: what actually transfers4 min