Category

Aug 3, 2025

Who AI Reads: The Sources That Decide Who Gets Recommended, by Sector

Twelve UK categories, searched the way a prospective client would search them. Every sector has a different gatekeeper, several have none at all, and in four of them the index is of people rather than firms.

Category

Aug 3, 2025

Who AI Reads: The Sources That Decide Who Gets Recommended, by Sector

Twelve UK categories, searched the way a prospective client would search them. Every sector has a different gatekeeper, several have none at all, and in four of them the index is of people rather than firms.

What this is

The advice "get listed in directories" is useless without the list. This is the list, sector by sector, built by searching the questions prospective clients actually ask.

The headline finding: the structure differs completely by sector. Some categories have a single near-monopoly gatekeeper whose pages occupy almost the entire first page of results. Others have no gatekeeper at all, where tourism boards, hotel blogs and competitors' own regional landing pages share the field. The right strategy in the first case is to get into the gatekeeper. In the second it is to become the gatekeeper.

A second finding runs underneath it, and matters more than the lists: in high-net-worth professional advisory, the sources are organised around named individuals rather than firms. That changes where content should sit and whose name should be on it.

How to read this

We searched the question a prospective client would ask, "best [category] in [place]", across twelve categories and a range of UK locations, and recorded which domains appeared on the first page, whether they index firms or individuals, and whether any business's own site could rank.

What this establishes: which third-party sources currently stand between a prospective client and your firm, and which of them an AI assistant is most likely to read when it searches.

What it does not establish: what any specific assistant does. ChatGPT, Perplexity and Claude reach businesses largely through web search, so what ranks is a reasonable proxy for what they read, but it is a proxy, not a measurement. Gemini and Google's AI Mode additionally read Google's own business data directly. Testing the engines themselves is a separate exercise.

Treat the lists below as a target list, not a ranking of quality.

Wealth, corporate finance and executive search

Wealth management splits cleanly in two, and which half you are in decides everything.

In London, at the high-net-worth end, Spear's is close to a monopoly. Six of the top ten results for "best private wealth manager London" are Spear's pages, across both spearswms.com and the spears500.com adviser index. Almost all of them are profiles of individual advisers.

Outside London, Spear's all but vanishes and Unbiased takes over. Searching a specific market town returned seven Unbiased pages in the top ten, each a parish-level adviser listing. Trade press fills the rest. In Edinburgh the field is almost entirely trade press: Scottish Financial News, WealthBriefing, Private Banker International, IFA Magazine, reporting hires and office moves.

Corporate finance has no single gatekeeper. The top result for Manchester was a competitor's own "best advisers" listicle, followed by regional business press and, notably, pro-manchester, a membership body whose member pages rank twice. Local professional bodies are an underrated route here.

Executive search at the HNW end returns to Spear's, which took four of nine results including its best recruitment consultants index. The rest are firms' own "top executive search firms" pages, written about themselves.

Category

Primary source

Indexes

Secondary routes

Wealth management, London HNW

Spear's (spearswms.com, spears500.com)

Individual advisers

WealthBriefing, Spear's awards

Wealth management, regional

Unbiased.co.uk

Firms, parish-level pages

Regional and trade press

Wealth management, Scotland

Trade press

Firms, via news

Scottish Financial News, IFA Magazine

Corporate finance

No gatekeeper

Firms

Competitor listicles, pro-manchester, TheBusinessDesk

Executive search, HNW

Spear's

Individual advisers

Self-published "top firms" pages

One caution worth recording. A search for boutique wealth firms in Berkshire returned almost nothing relevant: the place name pulled Berkshire County, Massachusetts, and CB Insights' auto-generated comparison pages took nine of ten results. Ambiguous place names derail these queries completely, which is itself a reason to be explicit about your location everywhere it appears.

Buying agents and recruitment

Property buying agents have two gatekeepers, split by geography, and they index differently.

In prime central London it is Spear's almost to the exclusion of everything else: nine of ten results, mostly individual adviser profiles, with PrimeResi the only other voice.

In the country market it is Country Life, which took five of ten results for the Cotswolds, and crucially runs its own buying agent directory. That directory page ranks on the strength of the Country Life domain, which means a listing there inherits authority no independent firm could build alone. The rest of the field is editorial property coverage and competitors' own regional guides.

Private household staff recruitment is the opposite case, and the most encouraging one in this document. There is effectively no gatekeeper. The field is owned by agencies' own websites: Staff of Distinction took four of ten results, Tiger Recruitment two, Exclusive Household Staff two. Spear's appears once, and as a company profile rather than an individual.

The pattern among the winners is worth copying exactly. Staff of Distinction ranks on granular location pages, one per neighbourhood, and on role-specific pages for chef, housekeeper and nanny positions. That structure is replicable, and in this category it beats chasing third-party listings.

Category

Primary source

Indexes

Secondary routes

Buying agents, prime central London

Spear's

Individual advisers

PrimeResi

Buying agents, country

Country Life, incl. its directory

Firms

Competitor regional guides, City AM

Household staff recruitment

None, own sites win

Firms

Spear's company profiles, trade press

Galleries and the arts

Galleries have no gatekeeper, and the firms winning the category have worked out what to do about it: they write the guide themselves.

For "best contemporary art gallery Cotswolds", the top two results are both blog posts on a rival gallery's own site: Aleph Contemporary's guide to Cotswolds galleries and its curator's guide to galleries near Stroud. A commercial gallery is answering the question its own prospective visitors ask, listing its competitors, and taking the top of the page for it.

The same thing appears in Hampshire, where Oakham Fine Art ranks on a county landing page for a county it is not in.

The rest of the field is split between editorial, tourism and, unexpectedly, hospitality. Country Life runs regional gallery round-ups. Art Fund and tourism boards like Visit Hampshire and VisitHeritage carry listings. And a luxury holiday-let company, Bolthole Retreats, ranks with an arts-and-culture page profiling a single gallery, which suggests nearby venues, hotels and letting agencies are a citation route almost nobody in the sector is pursuing.

One encouraging note: a gallery's own exhibition pages can rank directly. Jenna Burlingham's exhibition pages appeared twice in the Hampshire results, which is more than most firms manage in any sector in this study.

Category

Primary source

Indexes

Secondary routes

Galleries, regional

None, competitor guides win

Galleries, via listicles

Country Life, Art Fund, tourism boards

Galleries, local discovery

Tourism boards

Venues

VisitHeritage, county tourism sites

Galleries, adjacent

Hospitality and lettings sites

Individual galleries

Hotel blogs, holiday-let experience pages

The strategic read for any gallery is that the open field is an opportunity rather than a problem. Writing the definitive regional guide is cheap, nobody authoritative has claimed it, and the firms doing it are ranking above the tourism boards.

Venues, holiday lets, restaurants and catering

Hospitality is the most directory-dominated part of the study, and in two categories a single platform is close to owning the sector.

Wedding venues. Bridebook took six of nine results for exclusive-hire Devon venues, mostly through village-level search pages: Chagford, Horrabridge, Slapton, Tavistock. VenueScanner, The Wedding Directory and Tagvenue make up the rest. No venue's own website appeared at all.

One detail from that search is a textbook entity problem: VenueScanner's top-ranking page files Huntsham Court under Somerset, when the venue is in Devon. A prospective client searching Devon reaches a page that tells them it is somewhere else. That is precisely the kind of contradiction that makes an assistant hedge or omit a business, and it is fixable in an afternoon.

Holiday lets. No single gatekeeper, but a crowded aggregator field: PetsPyjamas took four results with filter-combination pages, National Trust two, plus Sykes and BeachStays. The notable result is second place: a local letting agency's own guide to the ten best dog-friendly cottages on the island. Same play as the galleries: write the guide, outrank the aggregators.

Restaurants. Harden's is the gatekeeper, with four of nine results, followed by editorial: Hot Dinners, The Nudge, Culture Whisper. Worth noting what is absent: no TripAdvisor, no OpenTable, no Google listings in the top set. In Mayfair the critic guides win, not the review platforms.

Catering. Bridebook again, three results, alongside glossy editorial round-ups: Country & Town House, SheerLuxe. AddToEvent covers the budget end. Caterers' own sites do appear, including Caiger & Co and Payne & Gunter twice.

Category

Primary source

Indexes

Secondary routes

Wedding venues

Bridebook

Venues, village-level pages

VenueScanner, Tagvenue, The Wedding Directory

Holiday lets

PetsPyjamas, National Trust, Sykes

Properties, by filter

Competitor guides, BeachStays

Restaurants

Harden's

Restaurants

Hot Dinners, The Nudge, Culture Whisper

Event catering

Bridebook

Suppliers

Country & Town House, SheerLuxe, AddToEvent

Independent schools and trades

These two sectors look nothing like each other, and neither looks like anything above.

Independent schools are carved up by a crowd of schools-data aggregators, none dominant. SaveMyExams took two results, Eduscope two, SchoolScout two, with FindGreatSchools and AllSchools taking one each. An accreditation body, AEGIS, also ranks.

Two absences are striking. No school's own website appeared. And neither did the Good Schools Guide or the Independent Schools Council, the sources a head would assume matter most. The pages winning are thin, automatically generated county listings, which means they are beatable, but also that they are what an assistant currently reads.

Trades are the only sector in this study where Google itself ranks. Two of the ten results for emergency drainage in Dorset are raw Google Business Profile pages on business.google.com. The rest is the familiar trade-directory estate: Checkatrade, TrustATrader, MyBuilder, HaMuch, FreeIndex and Trustpilot. A franchise operator, Metro Rod, ranks twice on local service-area pages.

For trades, the Google Business Profile is not one signal among many. It is a page that ranks in its own right, and the directories that surround it are review-led rather than editorial. That is the inverse of the professional advisory sectors, where no amount of review volume substitutes for a Spear's listing.

Category

Primary source

Indexes

Secondary routes

Independent schools

Aggregators, none dominant

Schools, county listings

SaveMyExams, Eduscope, SchoolScout, AEGIS

Trades

Google Business Profile, trade directories

Businesses, by review

Checkatrade, TrustATrader, MyBuilder, Trustpilot

What cuts across every sector

One. The unit of recognition is sometimes the person, not the firm.

In high-net-worth professional advisory, covering wealth management, buying agents and executive search, the dominant source indexes named individuals. Spear's 500 is an index of advisers. Searching for the best wealth manager in London returns Iain Tait, George Murray, Hugh Adlington; searching for the best buying agent returns Caspar Harvard-Walls, Lucie Hirst, Nick Dawson. The firms are mentioned in passing, inside their advisers' profiles.

Most firms in these sectors run websites built around the firm, with partner biographies as a secondary page nobody links to. That is backwards relative to how the sources work. If the index is of people, the people need to be findable entities: their own substantial profile pages, their own authored content, their names on the commentary, consistent between your site and their listing.

The exception within the same client base is instructive. Household staff recruitment, superficially similar and serving the same clientele, is indexed by company, and there Spear's carries a company profile rather than an adviser one. The structure is not predictable from the sector's prestige. It has to be checked.

Two. Whether to join the gatekeeper or become it.

The sectors split into three groups, and each calls for a different strategy.

Structure

Sectors

What to do

Near-monopoly gatekeeper

Wealth (London HNW), buying agents, executive search, wedding venues, restaurants

Get listed, get the listing right, keep it consistent. Nothing else substitutes.

Crowded, no leader

Schools, holiday lets, corporate finance, catering

Pick the two or three aggregators that actually rank and work them; the rest are noise.

Open field

Galleries, household staff recruitment

Write the definitive guide or build the location pages yourself. The gap is the opportunity.

The open-field cases are the most interesting, because the people winning them are not directories at all. Aleph Contemporary, a commercial gallery, ranks first for the best galleries in the Cotswolds by writing that guide. Island Cottage Holidays, a letting agency, outranks the national aggregators with its own top-ten list. Staff of Distinction owns household staff recruitment through neighbourhood pages. In each case a trading business decided to answer the customer's question better than the directories did, and took the page.

A third, smaller finding. Two of the five worst outcomes in this study were caused by bad data rather than weak content: VenueScanner filing a Devon venue under Somerset, and an ambiguous place name sending a Berkshire search to Massachusetts. Neither is a content problem. Both are entity problems, and both are cheap to fix.

The target list

Every source that appeared, by sector, with the ones that dominated their category marked. Pursue in this order.

Sector

Source

Priority

Wealth management (London HNW)

Spear's 500 / spearswms.com

Essential

Wealth management (London HNW)

WealthBriefing

Useful

Wealth management (regional)

Unbiased.co.uk

Essential

Wealth management (Scotland)

Scottish Financial News

Useful

Wealth management (Scotland)

IFA Magazine, Private Banker International

Useful

Corporate finance

Local professional body (e.g. pro-manchester)

Essential

Corporate finance

TheBusinessDesk, Accountancy Today

Useful

Executive search (HNW)

Spear's 500

Essential

Buying agents (prime central London)

Spear's 500

Essential

Buying agents (prime central London)

PrimeResi

Useful

Buying agents (country)

Country Life directory

Essential

Buying agents (country)

Country Life editorial, City AM property

Useful

Household staff recruitment

Own neighbourhood and role pages

Essential

Household staff recruitment

Spear's 500 company listing

Useful

Galleries

Own regional guide content

Essential

Galleries

Art Fund

Useful

Galleries

County tourism board, VisitHeritage

Useful

Galleries

Country Life art and antiques

Useful

Galleries

Nearby hotels and holiday-let experience pages

Overlooked

Wedding venues

Bridebook

Essential

Wedding venues

VenueScanner, Tagvenue, The Wedding Directory

Useful

Holiday lets

PetsPyjamas, Sykes

Essential

Holiday lets

Own themed guide content

Essential

Holiday lets

National Trust holiday lists

Useful

Restaurants

Harden's

Essential

Restaurants

Hot Dinners, The Nudge, Culture Whisper

Useful

Event catering

Bridebook

Essential

Event catering

Country & Town House, SheerLuxe

Useful

Event catering

AddToEvent

Lower end

Independent schools

Eduscope, SchoolScout, SaveMyExams

Essential

Independent schools

AllSchools, FindGreatSchools

Useful

Independent schools

Accreditation bodies (e.g. AEGIS)

Useful

Trades

Google Business Profile

Essential

Trades

Checkatrade, TrustATrader

Essential

Trades

MyBuilder, HaMuch, FreeIndex, Trustpilot

Useful

Two things to note about this list. The Good Schools Guide, the Independent Schools Council, TripAdvisor, OpenTable and Google listings in non-trade sectors did not appear at all, reputations notwithstanding. And in five of the twelve categories, the highest-value action is not a listing but publishing something yourself.

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