SYNTHIC

Optimize · Optimization Studio

Give machines a version of your story they can't misread.

An AEO audit that grades the page the way an engine reads it, an optimizer agent that drafts the fix, and generators for JSON-LD, llms.txt and answer-first FAQ — all grounded in your own crawled content.

AEO audit · /pricingSample

Page score

64

of 90

Passing

7

of 11 checks

Fixes ready

4

copy-paste code

    Checks

  • AI crawlers can read the site14/14
  • llms.txt present0/10
  • sitemap.xml present6/6
  • JSON-LD structured data16/16
  • FAQ schema for answer retrieval0/8
  • Descriptive <title>6/6

Generated from your own pages

{
  "@type": "Organization",
  "name": "‹from the page›",
  "offers": […],
  "sameAs": […]
}

— llms.txt · site root
— FAQ · answer-first pairs
— entities · crawled content only

FIG.00 — page → score → structured layer · illustrativeOPTIMIZE

11

AEO checks, weighted

4

apply-ready assets per page

0

invented facts in generated schema

copy · paste

deployment method

01

Anatomy

How it's built, part by part.

01Site audit

Graded the way an engine reads.

Access, structured data, meta and content — eleven checks, weighted by what actually moves retrieval. Failing checks become items in the Action Center.

11 checks · 90 weight points → score out of 100lib/aeo.ts

Access · 30

  • AI crawlers can read the site
  • llms.txt present
  • sitemap.xml present

Structured · 24

  • JSON-LD structured data
  • FAQ schema for answer retrieval

Meta · 15

  • Descriptive <title>
  • Meta description
  • Canonical + Open Graph

Content · 21

  • Clear heading hierarchy
  • Answer-first / Q&A structure
  • Substantive content
FIG.01 — CHECKS AND WEIGHTS · LIB/AEO.TS

02Content optimizer

An agent that drafts the fix, not a score that shrugs.

A page and a target query in. A citability score, rewritten title and description, an answer-first heading outline and a FAQ JSON-LD block out — all from what the page already says.

assets · apply-ready

  • title — a rewritten <title>
  • meta_description — a rewritten meta description
  • headings_outline — an answer-first H2/H3 outline
  • faq_jsonld — a ready-to-paste FAQPage JSON-LD block

findings · grounded in the page

  • entities_present / missing — the entities an engine would expect on this page
  • recommendations[] — each with a why and a priority
  • faq[] — question/answer pairs drawn from the page

You review and publish. Nothing is written into your site by Synthic.

FIG.02 — WHAT THE AGENT HANDS BACK · LIB/OPTIMIZE.TS

03Structured layer

JSON-LD, llms.txt, FAQ — from your page, never from a template.

Organization, WebSite, Product and FAQPage schema ready for <head>; a complete llms.txt for the site root; your content rewritten as answer-first blocks. A field the page doesn't state is left out rather than guessed.

FIG.03 — WHERE THE STRUCTURED LAYER FEEDS BACK IN
02

What you get

Three things, done properly.

01

AEO site audit

Eleven weighted checks across access, structured data, meta and content, scored into one grade with the detail behind each.

02

Content optimizer agent

A page plus a target query in; a rewritten title, description, heading outline and FAQ JSON-LD out — grounded in the page.

03

Schema & llms.txt generator

Organization, WebSite, Product and FAQPage schema, a full llms.txt, and answer-first rewrites from your crawled content.

03

Specification

Inputs, outputs, cadence, evidence.

Optimization Studio · specv1
Site audit
11 checks across access, structured data, meta and content; weights sum to a 0–100 grade
Optimizer inputs
A page URL and a target query
Optimizer outputs
Rewritten title and meta description, answer-first heading outline, FAQ JSON-LD block, prioritised recommendations
Generators
Organization / WebSite / Product / FAQPage JSON-LD, a complete llms.txt, answer-first FAQ rewrites
Grounding
Every field comes from the crawled page; a fact the page doesn't state is omitted
Deployment
Copy and paste — Synthic never writes to your site
Where it lives · sidebar
Next: Answer Engine Insights

The answer is being written right now.

Run a live audit and see exactly where you stand — before your competitor does.

  • Free first audit
  • No credit card
  • Live engine data
  • Your data stays yours
  • Cancel anytime