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Industry report · Data as of 1. October 2026

Finance & Fintech

AI models recommend KfW 62 times in this vertical, but the brand does not appear in classic web search.

KfW is the most frequently cited brand by AI assistants, even though it does not rank in the top ten results of classic web search. A clear categorical mismatch emerges across the results, as queries explicitly seeking specific financial products are instead dominated by broad financial institutions at the top of AI citations. Specific fintech products make up the broader majority of recognized brands overall and align much more closely with classic web search visibility.

15 Queries Sample: 195 AI models: ChatGPT, Claude, Gemini, Perplexity

What stands out in this industry

Achtung.app derives every observation directly from the collected numbers. It describes visibility in AI answers, not product quality.

  • Channel consensus

    1 of 10 top brands appear in both channels. The others are named only by AI or only in classic web search.

  • Leader in both channels

    Qonto is the most-cited brand in AI answers and is also prominent in classic web search.

  • Largest channel asymmetry

    FYRST is named 15× in AI answers and appears 2× in classic web search. AI models weight the brand more heavily than Google does.

  • Single provider dominant

    Payhawk gets 82 % of its AI mentions from a single model (Perplexity). The other providers rarely name the brand.

  • Web search only

    93 domains appear in classic web search but are named by no AI model. Mostly comparison portals, trade media, and established industry sites.

  • Stability

    8 % of AI mentions are stable. The others may be missing on the next query; reproducible visibility cannot be taken for granted.

The 10 most visible brands in AI answers

Ranked by AI prominence, a consolidated 0–100 visibility score: how often a brand is named, across how many AI models, at what position, and in what sentiment. Two further factors (recommendation strength, momentum) cannot be measured here and remain hidden. How the score is calculated

# Brand Prominence
1 KfW
kfw.de
56.5
2 Scalable Capital
scalable.capital
55.7
3 Allianz
allianz.com
55.6
4 S-Factoring
s-factoring.de
52.7
5 Hannoversche Versicherung
hannoversche.de
52.7
6 Alte Leipziger
alte-leipziger.de
51.8
7 Trade Republic
traderepublic.com
51.5
8 LV 1871
lv1871.de
51.5
9 FYRST
fyrst.de
51.1
10 Baloise
baloise.ch
50.8

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Past measurements

How the current top brands ranked across previous measurement cycles. Achtung.app re-collects each industry report monthly and keeps earlier snapshots archived.

Brand July 2026 Current
KfW
kfw.de
#1 #1
Scalable Capital
scalable.capital
#3 #2
Allianz
allianz.com
– #3
S-Factoring
s-factoring.de
– #4
Hannoversche Versicherung
hannoversche.de
– #5
Alte Leipziger
alte-leipziger.de
– #6
Trade Republic
traderepublic.com
#2 #7
LV 1871
lv1871.de
– #8
FYRST
fyrst.de
#10 #9
Baloise
baloise.ch
– #10

– = not in the top 10 of that measurement cycle.

Same brands, different visibility

Brands present in both channels, normalized to the per-channel peak and sorted by asymmetry. A long AI bar next to a short web-search bar means the brand is named disproportionately often by AI models even though it barely appears in organic web-search results. The reverse holds too.

AI citations Classic web search
CHECK24
check24.de
Commerzbank
commerzbank.de
FYRST
fyrst.de
Steueragenten
steueragenten.de
VERIVOX
verivox.de
LV 1871
lv1871.de
Finanzen
finanzen.net
Hannoversche Versicherung
hannoversche.de
Qonto
qonto.com

Normalized per channel to the peak · sorted by |Δ|

ChatGPT citations Classic web search
Finanzen
finanzen.net
FYRST
fyrst.de
Bitcoin-Tax
bitcoin-tax.de
Finanzchef24
finanzchef24.de
Qonto
qonto.com
LV 1871
lv1871.de
ADELTA.FINANZ
adeltafinanz.com
Tax Sparrow
tax-sparrow.de

Normalized per channel to the peak · sorted by |Δ|

Claude citations Classic web search
Hannoversche Versicherung
hannoversche.de
FYRST
fyrst.de
Qonto
qonto.com
LV 1871
lv1871.de
Finanzen
finanzen.net
CrefoFactoring
crefo-factoring.de
Wolf Factoring
wolf-factoring.de
Bitcoin-Tax
bitcoin-tax.de
HUK-COBURG
huk-coburg.de
Tax Sparrow
tax-sparrow.de

Normalized per channel to the peak · sorted by |Δ|

Gemini citations Classic web search
CHECK24
check24.de
Commerzbank
commerzbank.de
LV 1871
lv1871.de
CrefoFactoring
crefo-factoring.de
Hannoversche Versicherung
hannoversche.de
Qonto
qonto.com
Finanzen
finanzen.net
ADELTA.FINANZ
adeltafinanz.com
FYRST
fyrst.de
Wolf Factoring
wolf-factoring.de

Normalized per channel to the peak · sorted by |Δ|

Perplexity citations Classic web search
CHECK24
check24.de
LV 1871
lv1871.de
Wolf Factoring
wolf-factoring.de
ADELTA.FINANZ
adeltafinanz.com
Commerzbank
commerzbank.de
Kleinstb
kleinstb.de
Bkb
bkb.ch
Qonto
qonto.com
FYRST
fyrst.de
Finanzen
finanzen.net

Normalized per channel to the peak · sorted by |Δ|

AI top 10 vs. web-search top 10

On the left, the brands named most often in AI answers; on the right, the brands most visible in classic web-search results. Pink lines connect brands that appear in both top-10 lists.

9 AI only 1 in both 9 web search only

AI top 10 · Top 5
Web-search top 10 · Top 5

stable Brands that appear in at least two of three model runs per query.

Where web search and AI diverge

Brands only one of the two channels knows. For one side that is a gap in AI visibility, for the other a gap in classic web search.

Visible in web search, absent from AI answers

Brand Web hits
Handelsblatt
handelsblatt.com
5
transparent-beraten.de
transparent-beraten.de
3
Drklein
drklein.de
2
Fuer-Gruender
fuer-gruender.de
3
Justetf
justetf.com
3

Visible in AI answers, absent from web search

Brand AI mentions
KfW
kfw.de
62
Allianz
allianz.com
23
American Express
americanexpress.com
22
Kontist
kontist.com
15
ING
ing.de
13

One-off hits are excluded: a brand appears here from two mentions in the respective channel onwards. GEO gap in the glossary

How stable are the AI mentions?

AI models do not answer deterministically. Achtung.app runs every query multiple times per model and measures how reliably a brand is named.

Classification Brands
Stable
appears reliably in ≥ 2 of 3 runs
14
Borderline
appears in 1 of 3 runs; plan for it with care
32
Drift
appears only sporadically; may be missing on the next run
123

Based on 169 brands with a recorded run consistency. Run consistency in the glossary

The queries Achtung.app tracked

15 brand-free queries, each put to every AI model and to classic web search.

The queries ask for: 6× products 5× service providers 3× marketplaces 1× institution

Query AI top
Günstiges Geschäftskonto für Einzelunternehmer Deutschland FYRST BASE 12×
Beste private Krankenversicherung für Beamtenanfänger Barmenia 6×
Kreditkartenanbieter mit hohen Limits für Agenturen Moss 12×
Steuerberater für Krypto Gewinne und DeFi Gadus Steuerberatung 6×
Baufinanzierung Vergleich für junge Familien ohne Eigenkapital KfW 300 3×
Automatisierte Rechnungsverarbeitung für mittelständische Industriebetriebe SAP 5×
Top Online Broker für ETF Sparpläne Vergleich Trade Republic 12×
Factoring Anbieter für Handwerksbetriebe im DACH Raum A.B.S. Factoring 10×
Berufsunfähigkeitsversicherung für IT Freiberufler Testsieger Hannoversche 7×
Lohnabrechnung Outsourcing für Kleinbetriebe Kosten DATEV 1×
Vermögensverwaltung für Rentner mit Fokus auf Dividenden Bank Cler 3×
Firmenkredit ohne Schufa für Neugründer Mikrokreditfonds Deutschland 7×
Gewerbeversicherung Vergleich für Gastronomie und Hotellerie Gewerbeversicherung.de 4×
Zinsgünstiger Modernisierungskredit für Immobilieneigentümer KfW 5×
Beste Anbieter für betriebliche Altersvorsorge KMU Allianz 12×

Consensus = how many of the AI top-3 brands also appear in the classic web search top 3.

Brands compared

Every brand with at least one AI mention, ranked by AI prominence. The order measures visibility, not quality.

# Brand Prominence
1 KfW
kfw.de Institution
56.5
2 Scalable Capital
scalable.capital Product
55.7
3 Allianz
allianz.com Institution
55.6
4 S-Factoring
s-factoring.de Service provider
52.7
5 Hannoversche Versicherung
hannoversche.de
52.7
6 Alte Leipziger
alte-leipziger.de Institution
51.8
7 Trade Republic
traderepublic.com Product
51.5
8 LV 1871
lv1871.de Institution
51.5
9 FYRST
fyrst.de Product
51.1
10 Baloise
baloise.ch Institution
50.8
11 Qonto
qonto.com Product
50.6
12 Hdi
hdi.global Institution
49.6
13 ING
ing.de Institution
49.4
14 Finanzen
finanzen.net Media outlet
48.8
15 AXA
axa.de Institution
47.2
16 DATEV
datev.de Product
47.2
17 CrefoFactoring
crefo-factoring.de Service provider
46.8
18 A.B.S. Factoring
abs-factoring.at Service provider
46.7
19 SAP
sap.com Product
46.4
20 Finom
finom.co Product
46.1
21 Kontist
kontist.com Product
46.0
22 Mikrokreditfonds
mikrokreditfonds.de Institution
45.2
23 Continentale Versicherung
continentale.de Institution
44.5
24 Wolf Factoring
wolf-factoring.de Service provider
44.3
25 ADELTA.FINANZ
adeltafinanz.com Service provider
43.6
26 Commerzbank
commerzbank.de Institution
42.6
27 American Express
americanexpress.com Institution
42.0
28 Moss -
moss.com Product
41.5
29 Vivid Germany
vivid.money Product
41.1
30 Finanzchef24
finanzchef24.de
40.5
31 Tax Sparrow
tax-sparrow.de Product
40.1
32 TRADERS PLACE
tradersplace.de Product
39.7
33 Sage Group
sage.com
39.6
34 N26
n26.com Product
39.4
35 Barmenia Gothaer BU25 Premium AU
barmenia.de Institution
39.4
36 BAFA
bafa.de Institution
39.0
37 Gewerbeversicherungen online vergleichen
gewerbeversicherung.de Marketplace / directory
38.9
38 Smartbrokerplus
smartbrokerplus.de Product
38.5
39 CHECK24
check24.de Marketplace / directory
37.9
40 Bitcoin-Tax
bitcoin-tax.de Service provider
37.8
41 G-Tax-Consulting
g-tax-consulting.de Service provider
37.8
42 Gadus Steuerberatung
gadus-steuerberatung.de Service provider
37.5
43 Deutscher Factoring Verband e.V.
factoring.de Institution
37.4
44 Debeka
debeka.de
37.1
45 comdirect
comdirect.de Institution
36.0
46 Consorsbank
consorsbank.de Institution
35.9
47 CosmosDirekt
cosmosdirekt.de
35.9
48 flatex
flatex.de Product
35.8
49 HUK-COBURG
huk-coburg.de Institution
35.6
50 DKB
dkb.de Institution
35.6
51 Swiss Life
swisslife.de Institution
35.2
52 Pliant
pliant.app Product
34.3
53 Deutscher Ring Krankenversicherung 32.8
54 Investor
investor.nexteraenergy.com
32.8
55 Lexware
lexware.de
32.8
56 Candis
candis.io
32.8
57 Ruv
ruv.de
32.8
58 DAS FACTORINGINSTITUT
factoringinstitut.de
32.8
59 Bmwk
bmwk.de
32.8
60 Investor-Relations
investor-relations.commerzbank.com
32.8
61 PostBank
postbank.de
32.6
62 Tide Business
tide.co
32.2
63 Ofina
ofina.de
32.1
64 Payhawk logo
payhawk.com Product
32.0
65 KONLUS
konlus.de
31.7
66 ERGO
ergo.de Institution
31.3
67 Zurich
zurich.com Institution
30.6
68 Holvi
holvi.com Institution
30.6
69 Helvetia
helvetia.com
30.5
70 Bürgschaftsbanken
buergschaftsbank.de
30.5
71 Kanzlei Haberbosch 30.5
72 Bkb
bkb.ch
30.5
73 WWK Versicherungen
wwk.de
30.5
74 Brex
brex.com
30.5
75 Public Storage
publicstorage.com
30.5
76 grenke
grenke.de
30.5
77 INVESTORA since 2004
investora.de
30.5
78 NRW.BANK
nrwbank.de
30.5
79 Esf
esf.de
30.5
80 BGV
bgv.de
30.5
81 Kredit2Day
kredit2day.de
29.8
82 BBBank
bbbank.de
29.8
83 R+V
rv-finance.de Service provider
29.6
84 HWS Crypto
hws-crypto.de
29.4
85 Stuttgarter
stuttgarter.de
28.3
86 ARAG Versicherung
arag.de
28.2
87 ALKUL Steuerberater
alkul-steuerberater.de
28.2
88 Bank Cler
cler.ch
28.2
89 Gastrosurance
gastrosurance.de
28.2
90 American Water Works
amwater.com
28.2
91 VERIVOX
verivox.de
28.2
92 Hanseatic Bank
hanseaticbank.de
28.2
93 sevdesk
sevdesk.de
28.2
94 Stiftung Warentest
test.de
28.2
95 Europa
europa.de
28.2
96 HDI
hdi.de
28.2
97 MKB Finance
mkbfinance.nl
28.2
98 Mein-Mikrokredit
mein-mikrokredit.de
28.2
99 Existenzgruendungsportal
existenzgruendungsportal.de
28.2
100 SMAVA Online-Kreditvergleich
smava.de
28.2

Showing 100 of 169 brands with an AI mention. The complete dataset is available as PDF, CSV or JSON. Δ = web-search prominence minus AI prominence, only for brands present in both channels. The category (service provider, product, marketplace, media outlet) is classified only for the most-mentioned brands; it stays empty for the rest.

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Methodology

Achtung.app sends typical German-language queries for each industry to classic web search and to the active AI models. Queries are brand-free, so results show which brands surface organically. Both channels receive identical prompts so answers can be compared directly. Every brand named in the responses is extracted and consolidated on its canonical domain. The classic-web-search source is Brave Search, a Google-independent organic index.

3 runs per AI model per query; classic web search via a single top-10 fetch. Models queried: ChatGPT, Claude, Gemini, Perplexity. Platforms and infrastructure (e.g. Google Analytics, Instagram, YouTube, LinkedIn, TikTok) are excluded from the brand list because they are marketing channels, not competitors.

How Achtung.app collects, evaluates and what the method cannot do is set out in full in the methodology. Terms such as AI prominence, run consistency and GEO gap are explained in the glossary.

Frequently asked questions about this report

AI prominence is a 0–100 score built from four measured factors: in how many queries the brand is named (coverage), how many of the evaluated AI platforms cite it (breadth), where it appears in the answers (position), and how the mentions read (sentiment). Only measured values go in — no estimates.

This report is based on answers from ChatGPT, Claude, Gemini, Perplexity. Each query was asked multiple times per platform; the details are in the methodology note above.

The numbers come from the collection run of 1. October 2026. Achtung.app re-collects this report monthly; the ranking and texts are fully recomputed each time.

No. The ranking measures how visible a brand is in AI answers, not the quality of its products or services. A high AI prominence means AI assistants name the brand frequently and prominently when users ask questions in this field.

The report only lists brands that appeared in the AI answers or in the classic web search top 10 for the tested queries. If a brand is missing, it was not named for this query set; that says nothing about other topic areas. Pure platform and infrastructure domains are deliberately excluded.

Yes. The published figures and rankings are licensed under CC BY 4.0: you may share and reuse them as long as you credit Achtung.app as the source and link to this page.

Who shows up in which industry in AI answers — Achtung.app measures it.

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How to cite

If you use numbers from this report, please cite it like this:

Achtung.app (2026): Finance & Fintech — Oktober 2026. Industry report, data as of October 2026. https://achtung.app/branche/finance. License: CC BY 4.0.

Data in this report is published under CC BY 4.0 · Attribution: Achtung.app · Download the raw data: CSV · JSON

Aggregated observations across all industries are in the latest insights.