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AI citations

10 posts

An ordered playbook for optimizing Perplexity AI citations: crawl access, liftable answers, cluster coverage, authority, and freshness
AI search

how to optimize for Perplexity AI citations

A practical, ordered playbook for earning Perplexity citations: be crawlable by PerplexityBot, write liftable answers, cover the question cluster, and build authority and freshness.

·10 min
Diagnosing why ChatGPT will not cite your website: crawl access, eligibility, liftable content, and authority
AI search

why won't ChatGPT cite my website?

ChatGPT ignores your website for specific, fixable reasons: it cannot crawl you, you are not eligible, your content is not liftable, or you lack authority. Here is how to diagnose each.

·10 min
Comparison graphic of a traditional backlink passing link equity versus a ChatGPT citation that confers visibility but no link equity
AI search

do chatgpt links count as backlinks for seo

No, links shown in ChatGPT answers are not backlinks and pass no link equity. But being cited still matters, in a different currency. Here is the distinction.

·10 min
How to get your genuine Reddit contributions into AI search through authentic participation rather than manipulation
AI search

how to feed my Reddit posts to AI search

AI engines lean heavily on Reddit, so genuine, helpful participation can put your expertise where AI looks. Here is the ethical way to get your Reddit contributions into AI search.

·10 min
Diagnosing why ChatGPT cites a competitor instead of you: access, liftability, sub-question match, and authority
AI search

Why is ChatGPT citing my competitor instead of me?

ChatGPT cites your competitor because their content beats yours on access, clarity, sub-question match, or authority. Here is how to diagnose the reason and take the citation back.

·10 min
A small startup logo cited above a large enterprise logo in a ChatGPT answer, illustrating specificity beating size
AI search

can an early-stage startup get cited in chatgpt before a fortune 500 company

Yes. AI citation rewards the clearest, most specific answer to a question, not the biggest brand or budget. That is how focused startups out-cite giants.

·10 min
Split illustration comparing a Reddit thread and a brand blog post as competing sources feeding a SearchGPT answer
AI search

Will SearchGPT index Reddit instead of my blog?

SearchGPT does lean hard on Reddit, which is the single most-cited domain in ChatGPT. But it is not Reddit instead of your blog. Here is how to earn a place in both.

·11 min
Testing whether AI answer engines retrieve and cite your content using engine APIs and a RAG evaluation harness
SEO

API testing SEO citations in RAG frameworks

AI answer engines are RAG systems, so testing whether they cite you is a retrieval problem. Here is how to test SEO citations via engine APIs and a local RAG harness.

·10 min
The step-by-step playbook for getting your brand cited in ChatGPT: access, research, liftable content, coverage, and authority
AI search

how to get my brand cited in ChatGPT

Getting cited in ChatGPT is a short, repeatable sequence: be crawlable, answer real questions in liftable passages, cover the cluster, and build authority. Here is the full playbook.

·10 min
Deciding whether tracking ChatGPT citations is worth it, what the data reveals, and how to start measuring AI visibility
AI search

Are ChatGPT citations worth tracking?

ChatGPT reaches hundreds of millions weekly and often answers without a click, so citations are visibility your analytics miss. Here is when tracking them is worth it, and when it is not.

·10 min