Service 03 ยท Machine-readable authority
Technical AEO: make your firm legible to the machines that answer.
Answer engines read markup before they read prose. If they cannot parse your site, connect it to your firm as an entity, or even crawl it, your expertise never reaches the answer.
About this service
Great content is invisible if machines cannot read it.
Answer engines read structured data before they read prose. If your pages have no schema, your firm is an unclear entity, or your site quietly blocks AI crawlers, even excellent content never makes it into an answer. Technical AEO fixes the plumbing so the machines can find, parse, and trust your firm.
This is the least visible part of AEO and often the most decisive. We make your expertise machine-readable and tie every page to your firm as a single, verifiable entity, then make sure the engines are actually allowed in.
Who it is for: Firms with decent content that is not being cited, or sites built without structured data or AI-crawler access.
What is included
What Technical AEO includes
The structured foundation every citation is built on.
{ }
Schema implementation
Organization, Attorney, Article, FAQ, and Person markup across the site.
EG
Entity graph
Consistent firm and attorney identity so engines resolve who you are.
BOT
Crawler access
robots.txt configured so GPTBot, PerplexityBot, ClaudeBot, and Google-Extended are allowed.
TXT
llms.txt & sitemap
A root llms.txt and clean XML sitemap that guide engines to your best content.
SPD
Speed & mobile
Fast, mobile-first pages that crawlers can render without friction.
OK
Validation
Ongoing checks that your structured data stays error-free.
Why it matters
Why Technical AEO is decisive
/ read
Markup comes first
Schema is how a machine understands what a page is before it reads a word. Without it, you are guessing and so is the engine.
/ identity
Be a clear entity
When your firm and attorneys resolve to consistent entities, engines can confidently attribute answers to you.
/ access
Do not lock the door
A single robots.txt line can erase your firm from an engine entirely. We make sure the door is open.
Questions, answered
Common questions about Technical AEO
What schema markup does a law firm website need for AI search?
At minimum: Organization, LegalService or Attorney, Article, FAQPage, and Person (author) schema. This structured data lets engines parse your expertise and tie every answer to your firm as a verifiable entity rather than guessing.
What is technical AEO, and how is it different from technical SEO?
Technical AEO makes a site machine-readable for answer engines: clean structured data, a coherent entity graph, crawlable fast pages, and explicit AI-crawler access. Technical SEO shares the foundation but aims at rankings, not citation.
Should law firms allow or block AI crawlers like GPTBot?
Allow them. Blocking GPTBot, PerplexityBot, ClaudeBot, or Google-Extended in robots.txt stops that engine from citing your firm at all. Controlled access is a prerequisite for any AI citation.
What is an llms.txt file and does my law firm need one?
An llms.txt is a plain-text file at your site root that summarizes your key pages for AI systems. It is an emerging best practice that helps engines find and understand your most citable content. It is cheap to add and worth doing.
Make sure the machines can read you.
Our audit checks your schema, entity signals, and crawler access, then shows what is blocking your firm from being cited.