AI visibility score
3.5/ 10Weak
As of 2026-10-02 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

ByLineage

ByLineage

Unclaimed

bylineage.com · Other

Borderline visible. AI bots can crawl ByLineage, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.

Monitoring for AI engine activity

In the Engagemii AEO index

20

AI Naming Predictability

i

Rarely named · 20/100

Average 15

Top 58% of Other

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4

AEO Visibility

i

Near-invisible · 3.5/10

Average 4.1

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses average 3. Claim your page and Engagemii is your first.

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35

Muse Index Score

i

AI agent readiness

Agent-ready · 35/100

Average 16

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0

AI Adoption

i

None detected · 0/100

Average 0

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About ByLineage

from our crawl and measurement

"ByLineage helps families organize citizenship-by-descent and international mobility questions before speaking with an independent specialist." That is how ByLineage introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.

Our crawl found structured data on the page (Organization, WebSite, WebPage), a sitemap and a readable heading structure. It is missing an llms.txt file.

Company ·
ByLineage
Website ·
bylineage.com
Industry ·
Other
Site status ·
Live (The website showed an active business site when last checked (Nov 1, 2026).)
Last scored ·
Oct 2, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Fair

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

Clear headings and answer-style content.

Entity Clarity

Good

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Fair

Experience, Expertise, Authority, Trust markers.

Technical AEO

Fair

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

Good

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

Weak

Not in AI knowledge graphs yet.

News & Press

Weak

No press coverage found yet.

Community

Weak

No community discussion yet.

Social Mentions

Weak

No social discussion found yet.

What this score means

Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 3.5/10, ByLineage is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

What may be the right next step?

Citizenship by descent is not one process. First work out what you are trying to prove or obtain.01Prove citizenship you already holdSome people were citizens from birth but still need a certificate, registration, or civil record to prove it.02Register through a parent or grandparentSome countries provide a registration route, often with a generation limit or an important deadline.03Restore a former citizenshipA.

How do you check the family line?

Start with the ancestor. Then move forward one generation at a time.01The ancestorWhere to startWas this person actually a citizen?Check: Birth and citizenship records, passports, naturalization files, or official archives.02The next childThe first handoffWas the ancestor still a citizen when this child was born?Check: The birth date, legal parentage, and any earlier loss or naturalization.03Your parentThe link to.

Which facts should you write down first?

You do not need every family record on day one. Start with five questions.Who is the closest ancestor connected to the country?Was that person a citizen, or only born or resident there?When did citizenship begin or end for each generation?Was each parent-child relationship legally established at the required time?Which official record could prove each important event?04

What happens during a review?

The steps are straightforward. The family history may not be.01Choose the countryStart with the country connected to your parent, grandparent, or earlier ancestor.02Put the events in orderList every important birth, marriage, registration, naturalization, loss, and adoption.03Work out which process may applySeparate citizenship held from birth from registration, restoration, or discretionary naturalization.04Request.

What can ByLineage help you organize?

ByLineage is an Immileads service. We turn a family story into a clear set of people, dates, questions, and documents.The review can includeA map of the possible citizenship processThe important dates and events in each generationA list of missing or conflicting recordsThe documents to look for and the authority that may hold themA referral to an independent specialist where legal review is neededWhat the review.

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The exact fixes for ByLineage

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Picked for ByLineage: How-To

How to Get Your Company Named by ChatGPT, Gemini, and Claude

When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.

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Source & Attribution

Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/bylineage

Cite this score: Engagemii (2026). "AEO Score for ByLineage." Retrieved from https://engagemii.com/aeo/brands/bylineage

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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