Technical SEO & AI Search Readiness
An evidence-graded audit of how AI systems actually see your site.
Guide
Optimize Your Site for ChatGPT & Perplexity Citations
What demonstrably influences whether generative engines cite you, what's speculative, and what's pure folklore, from a team that implements this on production platforms.
TL;DR
AI systems cite pages they can crawl, parse, and quote. The working levers: allow their crawlers, serve content in raw HTML, structure pages as direct answers with valid schema, and publish original data worth citing. Nothing guarantees a citation; everything above measurably raises the odds.
Step 1: let them in, and verify it
Check robots.txt, your WAF, and your bot manager for rules blocking AI user agents (GPTBot, PerplexityBot, ClaudeBot, Google-Extended). Many sites block them unknowingly via aggressive bot protection. Decide deliberately per agent; blocking training crawlers while allowing search and answer crawlers is a legitimate, configurable choice.
Step 2: exist in raw HTML
Fetch your page without JavaScript and see what's there, because that's what most AI crawlers index. Client-side-rendered content is invisible to them. Server rendering or prerendering your key pages is the single highest-impact technical fix, and it is a core check inside the AI Search Readiness Audit.
Step 3: be quotable
Engines lift passages, so write liftable passages: a question as the heading, the answer in the first sentence, one idea per paragraph, tables for comparisons, and valid JSON-LD describing the page. This page's own structure is the template.
Step 4: say something original
Engines cite sources that add information: real numbers, real configs, first-hand results. A page restating what fifty pages already say gives an engine no reason to cite it. This is the durable lever, and the only one competitors can't copy overnight.
Our own AI-crawler policy
This site's real robots.txt, allow-all for AI retrieval and training bots by name:
text
User-agent: GPTBot
Allow: /
User-agent: PerplexityBot
Allow: /
User-agent: ClaudeBot
Allow: /Named groups, not a wildcard, so the policy survives a future restrictive default and documents the decision.
Where to go next
Technical Audit
Performance, security, SEO infrastructure, and AI-readiness, in one fixed-fee audit.
Going deeper
AI citation questions
How do I rank in Perplexity?
Perplexity retrieves from web search indexes and cites what answers the query cleanly. Rank in classic search, be liftable, and publish original data. There is no separate Perplexity SEO beyond that.
Should I block GPTBot or allow it?
It's a business decision: allowing it makes your content available to ChatGPT's browsing and training; blocking it protects content but forfeits visibility. Decide per crawler, deliberately, in robots.txt.
Do AI citations actually send traffic?
Some, and growing, but the bigger value today is presence: being the named source when a buyer asks an AI about your category. Measurement is immature; that's honest.
Does llms.txt help with citations?
Unproven. It is cheap and harmless, and we deploy it graded as promising, speculative. Steps 1 through 4 above have evidence; llms.txt has a hypothesis.
Can an agency guarantee AI citations?
No. Anyone guaranteeing placement in generative answers is selling folklore. What can be guaranteed is the technical floor and the process, which is exactly what our audit covers.
