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AI answer readiness checker (GEO)

AI assistants such as ChatGPT, Claude, Perplexity and Google's AI Overviews build their answers from pages they can find, understand and trust. This test reads your page and checks the signals that make that easier: a clearly defined brand entity, one consistent name, question-and-answer content, scannable sections, trust pages, named authors and recent update dates. It complements the AI crawler test, which checks whether those assistants can reach your site at all.

Runs only this test. Want everything? Run all 18 tests from the home page.

What this test checks

Brand entity

Organization or LocalBusiness JSON-LD that names who runs the site, with sameAs links to official profiles; Wikipedia, Wikidata, LinkedIn and Crunchbase profiles are highlighted.

One consistent brand name

Whether Organization.name, WebSite.name and og:site_name use the same name, ignoring case, spaces and punctuation.

Questions answered directly

FAQPage markup, an FAQ section, or subheadings phrased as questions, which match the way people ask AI assistants.

Scannable structure

At least two H2 sections plus bullet lists or tables, so key facts are easy to extract.

Trust pages (E-E-A-T)

Links from the page to About, Contact, Privacy policy and Terms pages, found by URL or link text.

Author or publisher

Structured data that names a person or an article author, which matters most for articles and guides.

Freshness

A dateModified or datePublished in structured data within the last 6 months, or dates marked up with the HTML time element.

Sample result

A real result for devteam.co.kr, tested 1 hour ago.

AI answer readiness

AI answer readiness 100/100: the signals AI uses to understand and quote a site are in place.

100/100A+
Author or publisher named (Info)
No author or publisher markup on this page. For articles and guides, name the author (Person schema, author meta) to build credibility.
Not named
Brand defined as an entity (Good)
Structured data names your organization and links its official profiles, so AI can tie mentions of "DevTeam Korea" to you.
Organization + 3 profiles
Target: Organization JSON-LD with name, logo, url and sameAs profiles
One consistent brand name (Good)
Your brand name is declared the same way everywhere.
DevTeam Korea
Target: Same name in Organization, WebSite and og:site_name
Questions answered directly (Good)
The page answers questions in a question → answer format, which AI assistants quote readily.
FAQPage schema + 1 question headings
Target: FAQ section or question headings with short answers
Question headings
  • 자주 묻는 질문
Scannable structure (Good)
Content is split into headed sections with lists or tables, so key facts are easy to extract.
12 H2 · 12 lists · 0 tables
Target: Several H2 sections plus lists or tables
Trust pages linked (E-E-A-T) (Good)
The home page links to pages that show who runs the site and how to reach them.
3 / 4
Target: About · Contact · Privacy · Terms linked from the home page
Found
  • about: https://www.devteam.co.kr/about
  • terms: https://www.devteam.co.kr/terms
  • privacy: https://www.devteam.co.kr/privacy
DevTeam KoreaBrand name AI is likely to use
10Schema.org types on the page
OrganizationProfessionalServiceImageObjectPostalAddressCountryContactPointWebSiteFAQPageQuestionAnswer

How it works

  1. Our test server in Virginia, USA, fetches the URL you enter as WebPSQCBot/3.0 and reads the HTML as delivered, without running JavaScript.
  2. Structured data comes from the JSON-LD blocks on the page, including @graph and nested nodes; headings, lists, tables and links come from the HTML.
  3. Trust pages are matched in English and Korean, by URL paths such as /about, /contact, /privacy and /terms or by their link text.
  4. Only this one page is analyzed, so test your home page and your key landing pages separately.
  5. Requests go only to public IP addresses on ports 80 and 443, and the check usually takes about 6 seconds.

How it is scored

The score uses our item-weighted formula: a pass earns full credit, a warning half and a fail none. The brand entity and question-and-answer content count 3×; the consistent name, structure and trust pages 2×; freshness and authorship 1×. A missing author is noted but not scored, because many home pages and product pages do not need one.

CheckGoodNeeds workPoor
Organization markupPresent with sameAs profilesPresent without sameAsMissing
Brand name in Organization, WebSite and og:site_nameThe same everywhereDifferent, or not declared—
Question-and-answer contentFAQ markup, FAQ section or question headingsNone—
Structure2+ H2 sections plus a list or tableLess—
Trust pages linked (About, Contact, Privacy, Terms)3 or 41–2None
Latest update dateWithin 6 months, or time elements shownOlder or not found—

Grades: A+ 95–100 · A 90–94 · B 80–89 · C 70–79 · D 60–69 · F below 60.

FAQ

What is GEO (generative engine optimization)?
GEO is the practice of making your content easy for AI assistants and AI search features to find, understand and cite. It builds on SEO basics such as crawlable, well-structured pages, and adds clear entity information, direct answers to common questions and visible signs of trust and freshness. This test checks those on-page signals; the AI crawler test checks access.
Does FAQ content help with AI answers?
Pages that pair a real question with a short, direct answer are easy for assistants to match to what users ask and to quote. Nothing guarantees an assistant will use them, but question-style headings with 2–3 sentence answers also help readers and search snippets. Write the questions your customers actually ask, not keyword lists.
Does schema markup help AI assistants?
Structured data states facts in an unambiguous, machine-readable form: who you are, your logo, your official profiles, your products. Search engines use it to understand entities, and AI features built on search can benefit from that. AI companies have not published how much their assistants rely on it, so treat it as one clear signal among several.
Why do trust pages matter for AI visibility?
About, Contact, Privacy and Terms pages show who is behind a site and how to reach them. Google's quality rater guidelines treat this kind of transparency as part of trust (E-E-A-T), and it helps AI assistants and visitors alike confirm who they are dealing with. Link these pages from your footer so every page carries them.
How often should I update content for AI search?
Update pages when the facts change, not on a fixed schedule, and show the date: a visible "Updated on" line, dateModified in your structured data and accurate sitemap lastmod values. This test passes an update date within the last 6 months, or dates marked up with the HTML time element. Changing dates without changing content does not make a page fresher.