Inserviss Labs
Cross-study leaderboard · Preview

The AI Visibility Index

Every firm across our 12 published directional studies, in one ranked list — each engine shown separately, never averaged into a single score. This is a working preview built from already-measured data: N = 1 per engine per question, a directional read rather than a statistical benchmark. A public, standing index (re-measured on a cadence, opt-in for tracked firms) is a natural next step if this is useful — not yet built.

Study
#FirmChatGPTGeminiPerplexity
1AWS
42
76
36
2Microsoft Azure
38
51
29
3Google Cloud
32
55
27
4Microsoft Defender
39
46
24
5State Farm
16
55
32
6CrowdStrike
33
45
23
7Swiss Smile
6
59
31
8Salesforce
27
42
22
9HubSpot
25
36
27
10GitHub
25
49
14
11UBS
26
34
22
12NYU College of Dentistry
5
58
13
13Progressive
16
42
15
14Palo Alto Networks
20
41
11
15USAA
13
34
24
16Morgan Stanley Private Wealth Management
wirehouse / private bank · U.S. Wealth Management in AI Answers
19
36
14
17Zoho
16
26
26
18GEICO
12
35
18
19Zahnarztzentrum.ch
1
50
11
20GitLab
17
31
14
21Pictet
14
34
13
22Travelers
8
31
22
23UBS Private Wealth Management
wirehouse / private bank · U.S. Wealth Management in AI Answers
18
35
7
24Nationwide
6
36
18
25AXA
8
33
18
26Allianz
10
29
19
27Datadog
11
36
11
28Okta
12
32
14
29Fidelity
wirehouse / private bank · U.S. Wealth Management in AI Answers
13
35
9
30Zentrum für Zahnmedizin der Universität Zürich
5
50
2
31209 NYC Dental
4
34
19
32Aviva
12
29
16
33Charles Schwab
wirehouse / private bank · U.S. Wealth Management in AI Answers
12
35
9
34Julius Baer
17
30
8
35Columbia University College of Dental Medicine
2
47
6
36Microsoft Dynamics 365
17
24
14
37Monday.com
17
20
18
38Lombard Odier
10
33
10
39Splunk
18
26
8
40J.P. Morgan Private Bank
wirehouse / private bank · U.S. Wealth Management in AI Answers
9
37
5
41Wiz
16
19
15
42Tend
1
32
16
43Erie Insurance
12
22
15
44SentinelOne
10
28
11
45Atlassian
11
23
13
46Vanta
13
17
16
47SAP
11
22
12
48HashiCorp
11
23
11
49Drata
12
17
15
50Zurich Dental Center
4
23
16
51Compare the Market
broker / comparison platform · Europe Insurance Brands in AI Answers
8
32
3
52Asana
13
16
13
53Sequoia Capital
10
24
7
54Zahnärzte Zürich
5
10
25
55Finest Smile
1
9
29
56UBS
4
24
10
57Slack
6
25
5
58Stonehage Fleming
3
32
0
59Direct Line
1
32
2
60Allstate
4
24
7
61LV=
5
18
11
62MoneySuperMarket
broker / comparison platform · Europe Insurance Brands in AI Answers
7
21
6
63Workday
8
18
7
64Pipedrive
7
15
11
65Goldman Sachs Private Wealth Management
wirehouse / private bank · U.S. Wealth Management in AI Answers
5
20
7
66Northern Trust
wirehouse / private bank · U.S. Wealth Management in AI Answers
3
27
2
67Bessemer Trust
5
25
2
68Zurich Insurance
5
19
8
69Andreessen Horowitz
11
12
9
70Grafana Labs
10
14
8
71Chubb
5
18
7
72Rippling
8
16
5
73Merrill
wirehouse / private bank · U.S. Wealth Management in AI Answers
12
13
3
74Notion
7
15
6
75Admiral
2
17
8
76Confused.com
broker / comparison platform · Europe Insurance Brands in AI Answers
3
21
3
77Founders Fund
3
19
5
78Freshworks
6
10
11
79NetSuite
9
10
7
80Creative Planning
0
14
11
81Vontobel
0
21
3
82Rockefeller Capital Management
0
23
1
83New Relic
9
11
4
84Bessemer Trust
3
20
0
85Lemonade
digital-first insurtech · U.S. Insurance Brands in AI Answers
4
16
3
86Auto-Owners Insurance
7
12
4
87Northern Trust
3
19
0
88AlTi Global
0
21
1
89NerdWallet
broker / comparison platform · U.S. Insurance Brands in AI Answers
17
0
5
90Accel
8
8
6
91Cloudflare
6
12
4
92Mercer Advisors
0
5
16
93Dental365
0
16
5
94Lightspeed Venture Partners
7
10
4
95BambooHR
7
7
7
96Credit Suisse
4
13
3
97Cresset
6
10
4
98HUK-Coburg
1
14
4
99Bessemer Venture Partners
5
9
5
100Zendesk
5
6
8
101Vercel
3
11
5
102CircleCI
9
5
5
103Union Bancaire Privée
2
10
6
104Vanguard
wirehouse / private bank · U.S. Wealth Management in AI Answers
2
13
3
105Gusto
6
7
5
106Snyk
3
10
5
107Kieferorthopädie Zürich
3
7
7
108The Hartford
3
11
3
109DocuSign
4
9
4
110BNY Wealth
wirehouse / private bank · U.S. Wealth Management in AI Answers
1
12
3
111J.P. Morgan Private Bank
3
9
4
112Getsafe
digital-first insurtech · Europe Insurance Brands in AI Answers
1
11
4
113Liberty Mutual
2
9
5
114Smartsheet
6
7
3
115Vontobel
4
9
2
116Sygnum
1
8
6
117Lemonade
digital-first insurtech · Europe Insurance Brands in AI Answers
3
10
2
118General Catalyst
4
6
5
119Greenhouse
4
6
5
120PagerDuty
3
9
3
121Render
3
9
3
122LGT
0
11
3
123AMINA Bank
2
7
5
124Rockefeller Capital Management
1
13
0
125Check24
broker / comparison platform · Europe Insurance Brands in AI Answers
1
13
0
126Iconiq Capital
1
11
1
127Policygenius
broker / comparison platform · U.S. Insurance Brands in AI Answers
3
7
3
128Index Ventures
6
4
3
129JFrog
4
5
4
130Zscaler
5
5
3
131Cloudflare
4
5
4
132CyberArk
3
6
4
133Arctic Wolf
0
9
4
134Wells Fargo Private Bank
wirehouse / private bank · U.S. Wealth Management in AI Answers
6
6
0
135Mariner Wealth Advisors
1
7
4
136Cerity Partners
1
7
4
137Central Park Orthodontics
1
6
5
138Verivox
broker / comparison platform · Europe Insurance Brands in AI Answers
0
12
0
139Farmers Insurance
0
10
2
140Tenable
2
5
5
141EFG International
0
8
3
142Mirabaud
0
7
4
143Citi Private Bank
2
5
4
144Marcuard Heritage
independent asset manager · Boutique Wealth Management in AI Answers
0
10
1
145Manhattan Dental Studio
1
6
4
146Greylock Partners
6
4
1
147Cisco
4
4
3
148Rapid7
1
8
2
149Goldman Sachs
0
6
4
150Fly.io
2
7
1
151J. Safra Sarasin
0
7
2
152Central Park West Orthodontics
0
5
4
153ClearChoice
2
7
0
154Hastings Direct
0
8
1
155American Family Insurance
2
2
5
156Kleiner Perkins
4
2
3
157Khosla Ventures
4
3
2
158Airtable
2
5
2
159DigitalOcean
1
5
3
160Bordier & Cie
1
7
0
161Alpen Partners
independent asset manager · Boutique Wealth Management in AI Answers
0
6
2
162Swiss Dental Clinics
0
5
3
163Alan
digital-first insurtech · Europe Insurance Brands in AI Answers
1
7
0
164First Round Capital
1
7
0
165Union Square Ventures
1
5
2
166MongoDB Atlas
0
8
0
167Check Point
4
0
4
168Pathstone
0
7
0
169Insurify
broker / comparison platform · U.S. Insurance Brands in AI Answers
2
3
2
170New Enterprise Associates
3
1
3
171Sentry
1
4
2
172Fastly
2
4
1
173Rothschild & Co
1
4
1
174Aquila
independent asset manager · Boutique Wealth Management in AI Answers
0
6
0
175Ballentine Partners
0
6
0
176Whittier Trust
0
6
0
177Adent
2
2
2
178DDS Group
1
2
3
179Generali
1
3
2
180MAPFRE
0
6
0
181The Zebra
broker / comparison platform · U.S. Insurance Brands in AI Answers
1
2
3
182AIG
1
3
2
183Emergence Capital
0
6
0
184LaunchDarkly
2
2
2
185REYL Intesa Sanpaolo
0
5
0
186Edmond de Rothschild
0
3
2
187HSBC Private Bank (Suisse)
1
1
3
188Deutsche Bank
0
3
2
189Pathstone
1
4
0
190Cambridge Associates
0
4
1
191Apa Aesthetic
0
5
0
192Root Insurance
digital-first insurtech · U.S. Insurance Brands in AI Answers
1
2
2
193CRV
3
1
1
194ServiceNow
1
4
0
195Fortinet
3
2
0
196Bank Syz
1
0
3
1971875 Finance
independent asset manager · Boutique Wealth Management in AI Answers
1
3
0
198VZ VermögensZentrum
independent asset manager · Boutique Wealth Management in AI Answers
0
3
1
199Union Bancaire Privée
0
1
3
200Fisher Investments
0
2
2
201Raymond James
wirehouse / private bank · U.S. Wealth Management in AI Answers
0
1
3
202Hall Capital Partners
0
4
0
203MetLife
2
1
1
204IVP
1
2
1
205Klaviyo
2
2
0
206Netskope
2
2
0
207BNP Paribas Wealth Management
0
2
1
208Edelman Financial Engines
0
1
2
209Kaiser Partner
0
2
1
210Citi Private Bank
1
2
0
211KFO Zentrum Zürich
3
0
0
212Dr. Markus Glocker
0
2
1
213Dr. Christoph Schweizer
solo / independent practice · Zurich Dental Practices in AI Answers
1
2
0
214NYC Smile Design
1
2
0
215Aspen Dental
0
3
0
216wefox
digital-first insurtech · Europe Insurance Brands in AI Answers
1
0
2
217Ageas
1
2
0
218Helvetia
0
3
0
219Insight Partners
0
1
2
220Tiger Global
1
1
1
221Proofpoint
1
2
0
222Trellix
2
0
1
223Kaiser Partner
independent asset manager · Boutique Wealth Management in AI Answers
0
1
1
224Rothschild & Co
0
2
0
225Rahn+Bodmer
0
2
0
226Maerki Baumann
0
2
0
227Corient
2
0
0
228Brown Advisory
1
0
1
229Herald Square Dental
0
2
0
230Smile Central Park
1
0
1
231CLARK
broker / comparison platform · Europe Insurance Brands in AI Answers
0
1
1
232ERGO
0
2
0
233Baloise
0
1
1
234Branch
digital-first insurtech · U.S. Insurance Brands in AI Answers
0
2
0
235GV
0
1
1
236Prime Partners
independent asset manager · Boutique Wealth Management in AI Answers
0
1
0
237PLEION
independent asset manager · Boutique Wealth Management in AI Answers
0
0
1
238Zugerberg Finanz
independent asset manager · Boutique Wealth Management in AI Answers
0
0
1
239Hightower Advisors
1
0
0
240Ameriprise Financial
wirehouse / private bank · U.S. Wealth Management in AI Answers
1
0
0
241BNY Wealth
0
1
0
242Clinic Profilance
0
1
0
243Rosenthal Apa Group
0
1
0
244New York Center for Cosmetic Dentistry
0
1
0
245EverQuote
broker / comparison platform · U.S. Insurance Brands in AI Answers
0
1
0
246Hippo
digital-first insurtech · U.S. Insurance Brands in AI Answers
0
1
0
247Redpoint Ventures
0
1
0
248KnowBe4
0
0
1
249Mimecast
0
1
0
250Barclays Private Bank
0
0
0
251Bruellan
independent asset manager · Boutique Wealth Management in AI Answers
0
0
0
252Forum Finance
independent asset manager · Boutique Wealth Management in AI Answers
0
0
0
253Bellevue
independent asset manager · Boutique Wealth Management in AI Answers
0
0
0
254Salm-Salm & Partner
independent asset manager · Boutique Wealth Management in AI Answers
0
0
0
255Tresono Family Office
independent asset manager · Boutique Wealth Management in AI Answers
0
0
0
256Berenberg
0
0
0
257Bank Gutmann
0
0
0
258Merck Finck
0
0
0
259Fürst Fugger Privatbank
0
0
0
260Reichmuth & Co
0
0
0
261M.M.Warburg
0
0
0
262Metzler
0
0
0
263Edward Jones
wirehouse / private bank · U.S. Wealth Management in AI Answers
0
0
0
264Athena Capital Advisors
0
0
0
265Summit Trail Advisors
0
0
0
266Tolleson Wealth Management
0
0
0
267Waldron Private Wealth
0
0
0
268Sandaire
0
0
0
269Cazenove Capital
0
0
0
270J. Stern & Co
0
0
0
271Wilmington Trust
0
0
0
272Helvetic Clinics
0
0
0
273Lakeside Kieferortho
0
0
0
274Cliniodent
0
0
0
275Dr. Wild & Partner
0
0
0
276Gallery57 Dental
0
0
0
277Dr. Marc Lazare
solo / independent practice · New York City Dental Practices in AI Answers
0
0
0
278Great Expressions Dental Centers
0
0
0
279SmileDirectClub
0
0
0
280Vienna Insurance Group
0
0
0
281Goosehead Insurance
broker / comparison platform · U.S. Insurance Brands in AI Answers
0
0
0
282Thrive Capital
0
0
0
283Foundation Capital
0
0
0
284Confluent
0
0
0
285Darktrace
0
0
0

Sorted by total mentions summed across the engines each firm was actually measured on — engines are never blended into one score, and “not measured” means that engine wasn’t part of that study’s run, not zero citations.

Data pulled directly from Swiss Private Banking, Boutique Wealth Management and U.S. Wealth Management. Every study’s own page has the full methodology and question list.