The most visible business intelligence tools in Germany, October 2026

October 2026 · 15 questions asked from Germany in German and English · ChatGPT, Google AI Overviews, Gemini and Google AI Mode · 60 answers read

AI: how the engines answer the board's questions; Search: Google's top 10 for the questions' demand keywords; All: both combined. How the Heralded Score works.

Where engines disagree most

They agree

Every engine names the same top three.

Brands

Rank Brand Rank change Heralded Score Score trend Mentioned Recommended By engine Mentioned by Change
1 Power BI US New entry 52 , range 33–76
52
  • : score 52 · #1
46% 24% First reading
2 Tableau US New entry 38 , range 21–59
38
  • : score 38 · #2
25% 11% First reading
3 SAP Analytics Cloud DE New entry 27 , range 0–75
27
  • : score 27 · #3
3% 1% None First reading
4 Google Looker Studio US New entry 27 , range 23–58
27
  • : score 27 · #4
25% 12% First reading
5 Zoho Analytics IN New entry 26 , range 5–52
26
  • : score 26 · #5
12% 6% First reading
6 Looker US New entry 23 , range 9–53
23
  • : score 23 · #6
17% 4% First reading
7 IBM Cognos CA New entry 11 , range 0–74
11
  • : score 11 · #7
4% 1% None First reading
8 Apache Superset US New entry 11 , range 0–73
11
  • : score 11 · #8
1% 1% None First reading
9 Metabase US New entry 10 , range 3–49
10
  • : score 10 · #9
7% 4% First reading
10 Grafana US New entry 7 , range 0–73
7
  • : score 7 · #10
0% 0% None First reading

“=” marks brands whose score ranges overlap, so the test cannot separate them. Every brand named in at least three answers is ranked. By engine has one dot per engine (ChatGPT, Google AI Overviews, Gemini and Google AI Mode), darker the more often it names the brand.

This month's moves

First reading. No comparable previous month yet.

Most cited sources

Rank Source Type Cited in Engines Pages cited Brands its pages mention
1 microsoft.com Brand site 15.0% 1 of 4 16 3
2 google.com Brand site 8.3% 1 of 4 8 1
3Withheld. Run a full Snapshot to see it.
4 tableau.com Brand site 5.0% 1 of 4 2 1
5 domo.com Brand site 6.7% 2 of 4 3 9
6Withheld. Run a full Snapshot to see it.
7Withheld. Run a full Snapshot to see it.
8 reddit.com Community 6.7% 2 of 4 4 Not read
9Withheld. Run a full Snapshot to see it.
10 datalion.com Vendor site 3.3% 2 of 4 3 Not read

The questions, and who wins each

QuestionLanguageWins it
Best business intelligence tools for small businesses English Google Looker Studio, Google Looker Studio, Power BI and Zoho Analytics, tied
Business intelligence tools for finance teams English Looker, Metabase, Power BI, Sigma Computing, Tableau and ThoughtSpot, tied
How can a finance team spot spending trends across departments? English No brand recommended
How can a sales team see which regions are missing their targets? English Tableau
Spreadsheets vs. dashboards for small business owners English Google Looker Studio, Looker, Google Looker Studio and Power BI, tied

Each engine's top three

Method

For the AI side, each month Heralded asks every engine the same buyer questions, twice each, and reads every answer. An answer counts 0 for a brand it leaves out, 50 for a brand it names and 100 for a brand it recommends, and the Heralded Score is built from those. A brand named in at least three answers gets a score and a place.

How the leaderboards are measured