Crawlability.ai
INDUSTRIES — PROFESSIONAL SERVICES

Clients are asking AI which firm to instruct.

“Best law firms for [matter].” “Top accountants for [situation].” A shortlist of three practices comes back — assembled from directories, rankings, and coverage you don't control.

PROFESSIONAL-SERVICES PROMPTS · meridian-partners.comChatGPT · Gemini · Claude · Perplexity
PROMPT · FIRMS NAMEDENGINESCITED SOURCES
best employment law firms for startups
Northwind LegalAcme PartnersBrightlabs LLP
CGClP
legal-directory.io
startup-counsel-index.com
top accountants for property investors
Sentinel AdvisoryMeridian PartnersCompass Accountants
CGClP
accounting-rankings.com
investor-review.io
architecture practices for heritage restoration
Heritage StudioAcme Architects
CGClP
architects-directory.io
conservation-guide.com
Present on 1 of 12 prompt · engine slotsMOSTLY ABSENT

The shortlist forms before anyone calls chambers.

Professional services sell on expertise, credentials, and trust — established over careers. But the modern client now opens their search with an AI, describes their matter, and receives three named firms with a rationale attached.

You will never see that conversation. There is no missed-enquiry record for a shortlist you weren't on, and long engagement cycles mean the damage surfaces months later as a pipeline that simply thinned.

3 firms
on a typical AI-generated shortlist
0 records
of the instructions you never heard about
4 engines
each naming a different set
WHAT CLIENTS ASK AI

Where the instruction decision starts.

Firm selection by matter

“Best firms for [specific matter type].” Specialist intent — and a shortlist you're on or absent from.

Expertise and capability queries

“Who specialises in [niche area]?” Where being unknown to AI is indistinguishable from having no practice in it.

Vetting after referral

Clients check a referred firm against AI before making contact. A vague answer can quietly kill a warm introduction.

Comparison queries

“[Firm A] vs [Firm B].” If AI can't compare you, you're not in the consideration set.

WHY PROFESSIONAL SERVICES ARE UNUSUALLY VULNERABLE

Directories describe you. You don't.

Professional services are heavily mediated by directories, rankings, and professional listings — and AI engines lean on precisely those. Which means when a client asks who to instruct, the answer is often built from a directory entry or a ranking table rather than from your own site.

Meanwhile, most firm websites are vague where they should be specific. Partner bios list credentials but not the matters they actually win. Practice pages describe service lines in language so general that an engine cannot tell what you're genuinely expert in — so it names a firm that made it obvious.

01

Directories are the cited source

Engines trust established professional directories over your own site. You're being described through someone else's entry.

02

Expertise must be explicit

Engines cannot infer specialism from a page that says you deliver excellence. If your niche isn't stated plainly, it doesn't exist to them.

03

Credentials don't equal visibility

Qualifications, years in practice, and reputation are exactly the trust an engine cannot see unless it's written down and sourced.

WHAT YOU MEASURE

Whether you're named, and how you're described.

Shortlist presence

Across the firm-selection prompts in your practice areas, how often are you named — and on which engines?

Competing firms

Which practices get shortlisted instead of you, and on which matters.

Expertise accuracy

How AI describes your specialisms and practice areas — and whether it's right.

Cited sources

Which directories, rankings, and listings engines pull from — so you know where the answer is really made.

EXPERTISE ACCURACY · meridian-partners.com
How each engine describes your practice today
4 ENGINES
CHATGPT
Accurate

Meridian Partners is a mid-market advisory firm specialising in tax structuring for property investors, with a dedicated employment law practice.

GEMINI
Wrong specialism

Meridian Partners is a general practice firm advising on corporate matters and litigation for small businesses.

CLAUDE
Too vague

Meridian Partners is a professional services firm known for delivering strong client outcomes across a range of matters.

PERPLEXITY
Accurate

Meridian Partners advises property investors and mid-market employers on tax, structuring, and employment matters.

2 accurate · 1 wrong specialism · 1 too vague to be useful

This won't replace reputation. It protects it.

Professional services will keep being won on expertise, relationships, and referral. What's changed is that a referred client now checks you against an AI before the first call — and a vague or absent answer can undo an introduction you'd already earned. We measure what's being said. What you do about it, particularly where professional conduct rules apply to your marketing, belongs with your firm.

Questions firms ask

Our work comes through referral. Does AI visibility really matter?

Increasingly, yes — because referred clients now verify a firm against AI before making contact. A vague, wrong, or absent answer can undercut a strong referral without anyone telling you.

We're ranked in the professional directories. Doesn't that carry over?

It helps — engines do cite directories. But directory placement doesn't guarantee you're named in an AI answer, particularly for specific matter types where a clearer competitor gets picked.

We're a boutique specialist, not a large firm. Can we compete?

Often better than you'd expect. Engines reward clear, specific, well-evidenced expertise — specialists with legible content frequently outperform larger, vaguer competitors.

AI describes our practice areas incorrectly. Why?

Usually because your own content is too general for an engine to identify what you actually do, so it infers from a third-party source — often an outdated one. We show you which source is driving the error.

Does this advise on professional conduct or advertising rules?

No. We're a measurement tool. What you're permitted to say in marketing is a matter for your firm and your regulator.