AI-readiness report

How ready is kenliebman.com for AI search?

12
AI-search visibility
Out of 100. The average of the AEO, GEO and GSO scores below. The overall score adds classic SEO and the rest of the audit. What AI answers actually said is further down.
54
Overall AI-readiness score · Legal services
SEO
82/100
Measured
AI crawlability
88/100
Measured
AEO
5/100
AI estimate
GEO
10/100
AI estimate
GSO
20/100
AI estimate
Content quality
70/100
Measured
Performance
78/100
Measured
Design
41/100
AI estimate
Accessibility
87/100
Measured
Security
83/100
Measured
Local visibility
54/100
Estimated

Does an assistant that searches the web name you?

1/4 answers named you — best position #4
Who it recommends instead Conroy Scott LLP 4/4Miller Maki LLP 4/4Northern Law LLP 3/4Desmarais, Keenan LLP 2/4Weaver Simmons LLP 2/4
“best law firm in Sudbury”not named It recommended instead: Weaver Simmons LLP · Miller Maki LLP · Conroy Scott LLP
“what are my options for a law firm in Sudbury?”not named It recommended instead: Conroy Scott LLP · Miller Maki LLP · Desmarais, Keenan LLP
“where should I go for a law firm in Sudbury?”not named It recommended instead: Weaver Simmons LLP · Miller Maki LLP · Conroy Scott LLP
“which law firm would you recommend in Sudbury?”named #4 as “Fortier Law Firm” It also recommended: Miller Maki LLP · Conroy Scott LLP · Desmarais, Keenan LLP

Answered today by a language model from a live web search. Search results change, so a re-run can differ.

Does the model remember you?

0/3 answers named you
“best law firm in Sudbury”not named Plus 1 name we could not find online in this market — not shown.
“where should I go for a law firm in Sudbury?”not named Plus 2 names we could not find online in this market — not shown.
“which law firm would you recommend in Sudbury?”not named Plus 1 name we could not find online in this market — not shown.

Asked of a language model without live browsing — what the model has absorbed about this market, not a search result fetched today.

Would an assistant find you today?

4/4 searches surfaced your page — best position #1
Whose pages it would read instead conroyscott.ca 4/4dklawyers.ca 2/4
“best law firm in Sudbury”found #1 It would also read: conroyscott.ca · mpmlaw.ca
“what are my options for a law firm in Sudbury?”found #2 It would also read: conroyscott.ca · dklawyers.ca
“where should I go for a law firm in Sudbury?”found #1 It would also read: conroyscott.ca
“which law firm would you recommend in Sudbury?”found #2 It would also read: conroyscott.ca · dklawyers.ca

Put to a live web search — the pages an assistant reads before answering. Absent from these results it cannot cite you; present, it still might not.

Your site is AI‑readable but fails to answer AI queries

The highest score is AI crawlability at 88/100, showing that search‑engine bots and large language models can easily read your pages. The weakest metric is AEO at 5/100, meaning the site is almost invisible to AI‑driven answer engines and will miss high‑value traffic. Adding self‑contained, citable content with machine‑readable publish dates will boost both AEO and GEO, delivering the biggest lift across AI‑related scores.

We had an assistant read your site.

Ask it what a customer would ask you. It answers only with what is written on the pages of kenliebman.com.

Assistant for Law FirmAnswers from kenliebman.com

Hello! I’m the assistant for Law Firm. What would you like to know?

A Tadaaah demo. This is an AI assistant: it can make mistakes.

What it will read25 pages
kenliebman.com/

Law Firm - Massachusetts - Law Offices of Kenneth R. Liebman, Esq.

Not read yetPage 1 of 25
  • /
  • /pt/family-law
  • /eu/criminal-defense
  • /mn/home
  • /pa/family-law
  • /el/criminal-defense
  • /mt/family-law
  • /hr/family-law
  • /hr/home
  • /hu/criminal-defense
  • /lv/contact-us
  • /af/contact-us
  • /is/criminal-defense
  • /fr/criminal-defense
  • /nl/family-law
  • /he/criminal-defense
  • /hu/home
  • /criminal-defense
  • /ar/contact-us
  • /hy/family-law
  • /zh-tw/home
  • /fr-ca/criminal-defense
  • /zh-tw/contact-us
  • /es-mx/criminal-defense
  • /he/immigration-law
This assistant, on your own site.It answers only from your pages. When it doesn’t know, it says so and gives your number.

$29 CADa month, on top of PRO

  1. Leave your email. Nothing to pay now.
  2. We write to you within 2 business days to set it up on your site with you.
  3. You pay $29 CAD a month, on top of PRO, only once it’s answering on your site.

What to fix

Write self-contained, citable passages

No paragraph in the ~100-200 word "citable passage" range was found; AI engines prefer to lift complete, context-free passages.

Do: Restructure key sections into standalone paragraphs (~130-170 words) that make sense without surrounding context.

Add FAQPage structured data (minor)

No FAQPage/QAPage JSON-LD with answered questions was found on the page.

Do: Wrap your most-asked questions in FAQPage JSON-LD with the full question and answer text, matching what a visitor can actually read on the page.

Cite credible outbound sources

No outbound links to authoritative domains (.gov/.edu, research, major publishers) were found.

Do: Support factual claims with links to primary, authoritative sources.

Expose machine-readable publish/update dates

No <time datetime> or article:published_time/modified_time meta was found.

Do: Add datePublished/dateModified to Article schema and a visible "Last updated" date.

Grow your Google reviews

Only 8 Google review(s) detected — thin social proof for the local pack.

Do: Ask happy customers for Google reviews; a steady stream (20+) builds real local trust.

Add LocalBusiness structured data

No LocalBusiness JSON-LD was found — search engines can't confidently tie this site to a physical business or place.

Do: Add a LocalBusiness (or the closest subtype) JSON-LD block with name, address, telephone, geo and openingHours. Your Schema Fix Pack can generate it.

Surface reviews & ratings

No AggregateRating/review markup was found — star ratings drive clicks in the local pack.

Do: Surface your existing Google reviews on the page as an AggregateRating (real, verifiable counts) so search engines and AI see the proof.

Found on the pages we crawled
  • high 4 title(s) are duplicated across 24 pages
  • medium 4 meta description(s) duplicated across 24 pages
  • medium 1 page(s) under 250 words
  • medium 1 distinct malformed href(s) — e.g. a phone number written without tel:

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