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LEGAL

AEO for legal, tax and labour —
building evidence of trust
where results cannot be published

Korea's Attorney-at-Law Act prohibits using win rates or case results in advertising. In an industry that cannot claim superiority in numbers, the evidence an answer engine cites has to be built somewhere else.

In one paragraph

Legal, tax and labour AEO is the work of designing a practitioner's documents to be cited as evidence when a prospective client puts procedural questions to AI before deciding to consult. Questions in this industry mostly start with 'which category does my situation fall into' and 'what do I have to do by when'. What answers them is not a firm introduction but an explanatory document setting out requirements, deadlines and procedure precisely.

What makes this industry distinctive is that results cannot be used as advertising evidence. The Attorney-at-Law Act prohibits stating win rates and case results, and advertising claiming superiority over other attorneys. So the common marketing idiom of proving yourself by your track record is impossible from the outset. What answer engines actually use as evidence, though, is not a claim of superiority but confirmable fact — qualification, membership, practice areas, and the accuracy of the explanation.

Article 23 confirmed before startingNo win rates, results or superiority claimsDeadline and requirement accuracy first

Last verified

WHEN YOU NEED THIS

When you have these problems,
this is the work you need

These are the situations we hear repeatedly in consultations. If any of them apply, start by measuring.

With results off the table, it feels like there is nothing to put forward

What is off the table is claiming superiority; confirmable facts remain available. Qualification, membership, practice areas, and a record of writing and speaking are exactly the kind of evidence answer engines actually reference.

Q&A services and communities always take the answer to procedural questions

With no document setting out requirements and deadlines on the firm's own site, non-expert answers fill that slot. It is a slot winnable on accuracy, and it often sits empty simply because the document does not exist.

The law changed but AI still answers on the old basis

Because documents carrying the pre-amendment content are more numerous and older. Only a document stating its update date and the provision it relies on changes what gets referenced.

We avoid making content in case it breaches the advertising rules

What is prohibited is falsity and exaggeration, publishing results, claiming superiority, and unsolicited approaches. A document explaining the law and the procedure does not overlap with that list.

WHAT WE DO

What Navirang
actually does

Written as units of work rather than abstract proposals. The scope of an engagement is set from this list.

Settling the regulatory boundary first

We check the advertising rules for the specific profession and build the list of prohibited expressions. Attorneys, certified tax accountants and certified labour attorneys each answer to different legislation and association rules, so each gets checked separately.

  • Attorney-at-Law Act Article 23 — prohibits false content, publishing win rates and case results, claims of superiority, and unsolicited approaches to parties
  • Korean Bar Association advertising rules — confirming the prohibited categories the association sets separately
  • Certified tax accountants and certified labour attorneys — the advertising rules of each profession confirmed separately

Breaking down procedural and conditional questions

Questions get organised around what a prospective client wants to confirm before consulting. Mostly along two axes: does this apply to me, and by when.

  • Requirement — asking whether one's situation falls under a given scheme
  • Deadline — asking by when something must be done, and what happens if it passes
  • Procedural — asking the order, the documents required, and how long it takes
  • Cost — asking what items the cost is made up of

Designing documents that state their evidence

Provisions, deadlines and requirements get written in paragraph-sized units. The provision number and the as-at date sit inside the paragraph so the evidence stays with it when an answer engine cuts it out to cite.

  • One question mapped to one paragraph
  • The provision relied on, the as-at date and the update date stated inside the paragraph
  • Exceptions and provisos separated as distinct items (so a cut does not mislead)

Sorting out the practitioner entity

In this industry the individual practitioner is the unit of trust. When qualification and membership are scattered across several places with diverging notation, they do not bundle into the same person.

  • Comparing name, qualification and membership across the association register, the firm's site and profile pages
  • Managing practice areas in one place, with everything else reading from it
  • Declaring qualification and membership through Person and LegalService-family structured data

Tracking amendments and updating

When the law changes, the document becomes wrong immediately. We connect in advance which paragraph of which document has to be fixed on amendment.

  • A document-to-provision mapping table
  • A list of the paragraphs to revise on amendment
  • Update dates refreshed and re-indexing requested

Re-measurement and correcting misinformation

We measure repeatedly under the same conditions, and where AI answers on an old basis or with the wrong requirement, we build the corrective evidence and track it.

  • Fixed question wording, repeated logged-out sessions
  • Mentions and citations counted separately
  • Recording the incorrect sentence and the source it appears to have drawn on

PROCESS

In what order
does it run

What you receive at each stage is stated alongside it. Durations are the working time Navirang controls; they are not a promise about when results appear.

  1. 01 1–2 days

    Profession and rules

    We confirm the profession and practice areas and build the prohibited-expression list from the applicable advertising rules.

    Draft expression guide

  2. 02 2–3 days

    Question type breakdown

    Questions get organised along requirement, deadline, procedure and cost, and the set to be measured gets fixed.

    Question set document

  3. 03 3–5 days

    Measurement and sources

    We put the questions to the answer engines, organise the citing domains by character, and record answers given on an outdated basis.

    Observation record · misinformation list

  4. 04 2–3 days

    Entity and credentials

    Name, qualification and membership get aligned between the association register and the site, then declared through structured data.

    Notation comparison table

  5. 05 2–3 days

    Document design and mapping

    We build the table connecting each document to the provision it relies on and hand it over sorted by effect against cost.

    Content design document · provision mapping table

DELIVERABLES

What you
receive

We do not do work that ends in conversation. The documents below remain, and become the baseline for the next measurement.

Expression guide

The expressions each profession's advertising rules prohibit, paired with the fact-based expressions usable instead.

Question set document

The full set of prospective-client questions used in measurement, with their type classification. It is the basis for re-measurement, so the firm keeps it.

Observation record

A table recording mention, citation and accuracy per question × answer engine combination, along with the domains cited alongside.

Provision mapping table

A table connecting each document to the provisions it relies on. When the law is amended, the paragraphs to fix are found immediately.

Misinformation list

The sentences where AI answered on an outdated basis or with the wrong requirement, listed with the sources they appear to have drawn on.

Regulatory items confirmed before starting

Attorney-at-Law Act Art. 23
Prohibits false content, publishing win rates and case results, content claiming superiority over other attorneys, and advertising through unsolicited approaches to parties
Bar association rules
The Korean Bar Association sets additional prohibited categories, confirmed separately per medium and format
Tax and labour
Certified tax accountants and certified labour attorneys have their own rules, confirmed per profession
Evidence that can be used
Qualification · membership · practice areas · writing and speaking record · the accuracy of the explanation and its update date
What we do not use
Win rates · case counts · 'the most' superlatives · comparison with other firms

The above is guidance on what to confirm before starting, not legal advice. Whether particular wording breaches the rules rests with the practitioner's association and the competent authority, and final responsibility lies with the advertiser. Navirang prepares the wording and the evidence in a form that can be reviewed.

HOW IT CONNECTS

How it connects
to the other work

Our work moves as one piece. SEO builds the foundation for being found by search engines, AEO raises the odds of that information being cited in an answer, structured data helps machines understand the facts, and content supplies the evidence there is to cite.

Area Relationship to this work
AEO audit The single measurement of current citation state using the procedural question set
Citable content design Rewriting requirement and deadline explanations into citation-sized units
Entity SEO Binding the individual practitioner and the firm into one entity
Citation monitoring Tracking through to whether the answer changes after an amendment
AEO by industry The parent page for comparing question types across other industries
Clinics and hospitals The same structure — building citation out of explanatory documents inside a regulated boundary
Education and academies The same problem — what replaces performance figures when they cannot be used as evidence

FAQ

Frequently asked questions

Q If we cannot publish win rates, what do we build trust on?

A On confirmable facts. What the Attorney-at-Law Act prohibits is publishing win rates and case results and claiming superiority over other attorneys; qualification, membership, practice areas, and a record of writing and speaking are not on that list. From an answer engine's point of view a superiority claim is an unverifiable sentence and is hard to use as evidence anyway — what actually gets cited is the accuracy of the explanation. One document setting out requirements and deadlines precisely is more likely to be cited than a claimed 90% success figure.

Q Does making legal content breach the rules?

A Explanation itself is not prohibited. What is prohibited is false or exaggerated content, publishing results, claiming superiority, and unsolicited approaches to parties. A document explaining the law and the procedure does not overlap with that list. If the explanation slips into asserting an outcome — 'this is definitely what will happen' — its character changes, so Navirang builds the prohibited-expression list before starting and reviews the copy against it. Final judgement and responsibility rest with the advertiser; we prepare the wording and the evidence in a reviewable form.

Q What happens to our documents when the law is amended?

A They have to be fixed — and finding which paragraphs to fix quickly at that moment is the core of AEO in this industry. When Navirang builds the documents, we record which provision each paragraph relies on in a mapping table. When an amendment lands, only the paragraphs referencing that provision get revised, the update date is refreshed, and re-indexing is requested. A document left on an outdated basis, or with no update date, keeps getting referenced by answer engines — which makes a wrong document worse than no document.

Q Is it the same approach for tax and labour practitioners?

A The procedure is the same; what differs is which rules get checked. The question types (requirement, deadline, procedure, cost), the document design method and the measurement protocol are the same across professions. But the legislation and association rules governing advertising differ per profession, so the prohibited-expression list gets built per profession before starting. Tax work has clear filing deadlines, so deadline-shaped questions carry unusually high weight; labour work has many conditional questions where application turns on workplace size — and both differences feed into document design.

Q If we answer the pre-consultation questions, won't consultations fall?

A In practice it often works the other way. Procedural questions in this industry mostly lead, once answered, straight into the next question — which category does my case fall into — and that judgement is not replaced by a document. If anything, a consultation that arrives with the requirements and deadlines already understood proceeds faster. How far a document should answer and where the consultation begins does differ per firm, so we agree that boundary first when building the content design document.

Q AI mixes our firm up with another one.

A This arises when the name is common or the notation is scattered. In this industry the individual practitioner is the unit of trust, and when the association register, the firm's site and the profile page each state name, qualification and membership slightly differently, an answer engine cannot bundle them into one person. Navirang first compares the notation on each channel into a table, designates a canonical form and aligns the rest, then declares them the same entity through structured data.

Q How do we answer questions about cost?

A By answering what the cost is made up of rather than the amount itself. Fees vary by matter, so stating a single figure produces inaccurate information, and it is an area calling for care under the rules as well. Explaining the split between retainer and success fee, the disbursement items such as stamp duty and service fees, and the variables that move the cost, answers a cost-shaped question. Documents of that form are in fact more favourable for citation than a page carrying only a figure — answer engines take explanations written with their conditions attached as evidence to cite.

Who is the answer to procedural questions right now?

Give us the profession, the practice areas and the website address and we will run the free audit on prospective-client questions. Expressions that fall foul of the advertising rules get flagged at the audit stage.

We reply within one business day.

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