SYNTHIC

// Optimize · Optimization Studio

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

An AEO site audit that grades the page the way an engine reads it, a content optimizer agent that drafts apply-ready fixes for a target query, and generators for JSON-LD, llms.txt and answer-first FAQ — every output grounded strictly in your own crawled content.

[ Optimize ]

11

AEO checks, weighted

4

apply-ready assets per page

0

invented facts in generated schema

copy · paste

deployment method

01 — Site audit

Graded the way an engine reads.

Access, structured data, meta and content — eleven checks with weights that reflect what actually moves retrieval. Each check reports the detail behind its status, and failing checks become items in the Action Center.

AEO site audit · 11 checksweighted to 100

Access

  • AI crawlers can read the site16
  • llms.txt present11
  • sitemap.xml present7

Structured data

  • JSON-LD structured data18
  • FAQ schema for answer retrieval9

Meta

  • Descriptive <title>7
  • Meta description6
  • Canonical + Open Graph4

Content

  • Clear heading hierarchy9
  • Answer-first / Q&A structure9
  • Substantive content6
FIG.01 — CHECKS AND WEIGHTS · LIB/AEO.TS

02 — Content optimizer

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

Point it at a page and a target query. It crawls the page, scores how citable it is for that query, and hands back the rewritten title and description, an answer-first heading outline and a FAQ JSON-LD block — all derived from what the page already says.

  • Entities present vs missing for the query
  • Prioritised recommendations with the reason
  • You review and publish; Synthic never writes to your site

assets · apply-ready

  • titlea rewritten <title>
  • meta_descriptiona rewritten meta description
  • headings_outlinean answer-first H2/H3 outline
  • faq_jsonlda ready-to-paste FAQPage JSON-LD block

findings · grounded in the page

  • entities_present / missingthe 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

03 — Structured 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.

01

Prompt

Persona-shaped question built from your keyword.

02

Engine

Official API call to each connected engine.

03

Verbatim answer

Stored as returned — model, latency, citations.

04

Analyst verdict

mentioned · prominence · sentiment · competitors · basis

05

Score

55·mention + 30·prominence + 15·citation

FIG.03 — WHERE THE STRUCTURED LAYER FEEDS BACK IN

// Where it lives

The dashboard modules that deliver it.

Every capability on this page is a working surface in the product today, not a roadmap item.

app/site-audit

AEO Site Audit

A technical audit for the answer era, scored into one AEO grade.

app/optimizer

Content Optimizer

An agent that drafts apply-ready fixes for a page and a target query.

app/schema

Schema & llms.txt

JSON-LD, llms.txt and answer-first FAQ generated from your page.

app/actions

Action Center

Every issue Synthic found, in one prioritised fix queue.

// Questions

Straight answers.

Does Synthic change my website?

No. Every output is copy-and-paste; you decide what ships.

Does the generator invent facts?

No. Fields come from the crawled page. If your page doesn't state a founding year, the schema doesn't have one.

The answer is being written right now.

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

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