The AI Visibility Index

Which firms AIrecommends most.

When buyers ask an assistant for a shortlist in a category, a few firms are named again and again. The Index measures who, across ChatGPT, Gemini, Claude and Perplexity, on the questions buyers actually ask. It is the scoreboard for AI-mediated discovery.

Four engines. Refreshed monthly.

123 Share of answer, by category
How it is measured

A transparent method.

The Index is built the same way a client baseline is: a public method, fixed prompts, four engines.

1

Define the category and prompts

A fixed set of buying-intent prompts a real client would ask when building a shortlist.

2

Run them across four engines

The same prompts run across ChatGPT, Gemini, Claude and Perplexity.

3

Record who is named

How often each firm is named or cited as a recommended provider.

4

Calculate share of answer

Each firm's share of all recommendations, expressed as a percentage.

The leaderboards

Five categories. The top five in each.

A position here is an asset. An absence is an opening for the firms named instead.

Preview with representative sample data. The firm names and percentages shown are illustrative. Live category rankings are produced by BotLens across ChatGPT, Gemini, Claude and Perplexity, and refreshed monthly.

Management Consultancies

DACH • Top 5 by share of answer
1
Brandt & Voss Consulting
0%
2
Meridian Strategy Partners
0%
3
Nordpunkt Beratung
0%
4
Hanseatic Advisory Group
0%
5
Lindemann & Co.
0%

Corporate & M&A Law Firms

DACH • Top 5 by share of answer
1
Reuter Wagner Rechtsanwälte
0%
2
Königsallee Legal
0%
3
Steinberg & Partner mbB
0%
4
Alpenrecht Kanzlei
0%
5
Verweij & Bakker
0%

Tax & Audit Advisory

DACH • Top 5 by share of answer
1
Falk Hofmann Treuhand
0%
2
Prüfstein Audit
0%
3
Kontor Steuerberatung
0%
4
Rheinwert WP
0%
5
Mertens & Söhne
0%

Engineering & Architecture

DACH / Benelux • Top 5 by share of answer
1
Stahl + Weber Ingenieure
0%
2
Atelier Noord Architecten
0%
3
Brücke Engineering
0%
4
Veld & Hauser Architektur
0%
5
Gradwerk Planungsbüro
0%

B2B Brand & Strategy Agencies

DACH • Top 5 by share of answer
1
Klar Brand Studio
0%
2
Signal & Form
0%
3
Werkraum Markenagentur
0%
4
Norddesign Kollektiv
0%
5
Hellwig Communications
0%
What it means

On the board, or being passed over.

If a firm appears, the position is worth holding as the engines shift. If it does not, the firms named instead are winning conversations it never sees. The direction is the same in both cases: measure the exact position, then decide what it is worth to be the answer.

A category not shown here

Any category can be baselined: your firm, your competitors, your priority prompts, across all four engines. It is the clearest available picture of where a firm stands. A strategy conversation scopes it.

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