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

4Heralded Score, range 3–6

Most cited source

clutch.co

63citations

From Google AI Mode, Gemini, Google AI Overviews and 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

Search is not measured for this board yet, so it ranks on AI answers.

Rank Brand Rank change Heralded Score All AI Score trend Mentioned Recommended By engine Mentioned by Change
– Zitec RO Unranked Too few answers Not measured
–
  • : Unranked
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. AI gives each brand’s score and rank from the engines’ answers; Search is not measured for this board yet. 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 clutch.co Directory 9.0% 4 of 4 32 1
2 youtube.com Social 8.8% 2 of 4 39 Not read
3 linkedin.com Social 8.1% 3 of 4 25 Not read
4 reddit.com Community 6.2% 3 of 4 26 Not read
5 innowise.com Consultancy 6.0% 3 of 4 16 Not read
6 arnia.com Consultancy 3.8% 4 of 4 3 Not read
7 medium.com Community 3.3% 3 of 4 8 Not read
8 gotechsolutions.co Consultancy 3.3% 3 of 4 1 1
9 bubble.io Vendor site 1.4% 1 of 4 5 Not read
10 google.com Vendor site 1.2% 2 of 4 12 Not read

Questions asked

QuestionLanguageMost recommended
Care sunt cele mai bune companii de dezvoltare software pentru crearea unui produs personalizat? Romanian Tremend
Externalizarea dezvoltării de software personalizat pentru startupuri Romanian No brand recommended
Cum poate o companie să dezvolte software personalizat fără o echipă internă? Romanian No brand recommended
Cum găsesc un partener de încredere pentru dezvoltare software? Romanian No brand recommended
Dezvoltatori interni sau o companie de dezvoltare software pentru un startup? Romanian No brand recommended
Dezvoltare software nearshore sau offshore pentru o companie de dimensiuni medii? Romanian No brand recommended
Alternative la angajarea unei echipe interne de dezvoltare Romanian No brand recommended
Alternative la dezvoltatorii freelanceri pentru crearea unei aplicații Romanian No brand recommended
Sunt fondator fără cunoștințe tehnice și vreau să creez o aplicație web. Ce companie de dezvoltare software ar trebui să angajez? Romanian No brand recommended
Conduc departamentul IT al unei companii de dimensiuni medii și am nevoie de un partener care să ne modernizeze sistemele învechite. Romanian 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