The most visible software development companies in Europe, October 2026

October 2026 · 105 questions asked from 7 countries · ChatGPT, Google AI Overviews, Gemini and Google AI Mode · 420 answers read

Leader

Toptal

11Heralded Score, range 2–31

Most cited source

bubble.io

13citations

From ChatGPT

Where engines disagree most

Netguru

1/4engines put it in their top three

Top three on ChatGPT, not on Google AI Mode, Gemini and Google AI Overviews

Brands

Rank Brand Rank change Heralded Score All AI Search Score trend Mentioned Recommended By engine Mentioned by Change
1 Toptal US New entry 11 , range 2–31 4#1 24#1
11
  • : score 11 · #1
4% 2% None First reading
2 Netguru PL New entry 5 , range 1–30 3#3 7#2
5
  • : score 5 · #2
2% 1% None First reading
3 N-iX UA New entry 3 , range 2–30 4#2 3#4
3
  • : score 3 · #3
3% 1% None First reading
4 Globant LU New entry 3 , range 1–29 2#5 4#3
3
  • : score 3 · #4
2% 0% None First reading
5 ScienceSoft US New entry 2 , range 1–29 3#4 1#8
2
  • : score 2 · #5
2% 0% None First reading
6 Endava GB New entry 1 , range 1–28 2#7 1= #9
1
  • : score 1 · #6
1% 0% None First reading
7 Pentalog FR New entry 1 , range 1–28 2#8 1= #9
1
  • : score 1 · #7
1% 0% None First reading
8 Itransition US New entry 1 , range 1–28 2#9 1= #9
1
  • : score 1 · #8
1% 0% None First reading
9 Thoughtworks US New entry 1 , range 1–28 2#10 1= #9
1
  • : score 1 · #9
1% 0% None First reading
10 Cognizant US New entry 1 , range 1–28 1#11 1= #9
1
  • : score 1 · #10
1% 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. AI and Search give each brand’s score and rank on that side alone. By engine has one dot per engine (ChatGPT, Google AI Overviews, Gemini and Google AI Mode), darker the more often it names the brand.

Most cited sources

Rank Source Type Cited in Engines Pages cited Brands its pages mention
1 bubble.io Vendor site 1.4% 1 of 4 5 Not read
2 google.com Vendor site 1.2% 2 of 4 12 Not read
3 flutterflow.io Vendor site 1.4% 1 of 4 4 Not read
4 lovable.dev Vendor site 1.4% 1 of 4 4 Not read
5 appmaster.io Vendor site 1.7% 2 of 4 7 Not read
6 helpware.com Vendor site 1.7% 3 of 4 1 Not read
7 replit.com Vendor site 1.0% 1 of 4 2 Not read
8 klientera.com Vendor site 1.4% 1 of 4 1 Not read
9 adalo.com Vendor site 0.7% 2 of 4 5 Not read
10 bolt.new Vendor site 1.0% 1 of 4 2 Not read

Questions asked

QuestionLanguageMost recommended
Welche Softwareentwicklungsunternehmen eignen sich am besten für die Entwicklung eines maßgeschneiderten Produkts? German No brand recommended
Outsourcing der individuellen Softwareentwicklung für Start-ups German No brand recommended
Wie kann ein Unternehmen individuelle Software ohne eigenes Entwicklungsteam entwickeln lassen? German No brand recommended
Wie finde ich einen zuverlässigen Softwareentwicklungspartner? German No brand recommended
Eigene Entwickler oder ein Softwareentwicklungsunternehmen für ein Start-up? German No brand recommended
Nearshore- oder Offshore-Softwareentwicklung für ein mittelständisches Unternehmen? German No brand recommended
Welche Alternativen gibt es zur Einstellung eines eigenen Entwicklungsteams? German No brand recommended
Welche Alternativen gibt es zu Freelance-Entwicklern, wenn ich eine App entwickeln lassen möchte? German No brand recommended
Ich bin Gründer ohne technischen Hintergrund und möchte eine Web-App entwickeln lassen. Welches Softwareentwicklungsunternehmen sollte ich beauftragen? German No brand recommended
Ich leite die IT in einem mittelständischen Unternehmen und suche einen Partner, der unsere Altsysteme modernisiert. German No brand recommended

Each engine's top three

Method

Each leaderboard ranks brands on two sides. AI is how ChatGPT, Gemini, Google AI Overviews and Google AI Mode answer the board's buyer questions. Search is Google's top 10 results for the keywords behind those questions. All combines the two, where Search is measured.

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