Leader
4Heralded Score, range 3–6
Leader
4Heralded Score, range 3–6
Most cited source
30citations
From Google AI Mode, Gemini and Google AI Overviews
Where engines disagree most
1/4engines put it in their top three
Top three on ChatGPT, not on Google AI Mode, Gemini and Google AI Overviews
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 |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 4 , range 3–6 | 4#1 | 4
| 4% | 1% | None | First reading | |
| 2 | | New entry | 4 , range 2–6 | 4#2 | 4
| 4% | 1% | None | First reading | |
| 3 | | New entry | 3 , range 2–5 | 3#3 | 3
| 3% | 1% | None | First reading | |
| 4 | | New entry | 3 , range 2–5 | 3#4 | 3
| 3% | 1% | None | First reading | |
| 5 | | New entry | 2 , range 1–4 | 2#5 | 2
| 2% | 0% | None | First reading | |
| 6 | | New entry | 2 , range 1–4 | 2#6 | 2
| 1% | 1% | None | First reading | |
| 7 | | New entry | 2 , range 1–4 | 2#7 | 2
| 1% | 1% | None | First reading | |
| 8 | | New entry | 2 , range 1–3 | 2#8 | 2
| 1% | 1% | None | First reading | |
| 9 | | New entry | 2 , range 1–3 | 2#9 | 2
| 1% | 0% | None | First reading | |
| 10 | | New entry | 2 , range 1–3 | 2#10 | 2
| 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 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.
| Rank | Source | Type | Cited in | Engines | Pages cited | Brands its pages mention |
|---|---|---|---|---|---|---|
| 1 | | Community | 6.2% | 3 of 4 | 26 | Not read |
| 2 | | Community | 3.3% | 3 of 4 | 8 | Not read |
| 3 | | Community | 1.0% | 1 of 4 | 6 | Not read |
| 4 | | Community | 0.5% | 1 of 4 | 1 | Not read |
| 5 | | Community | 0.5% | 1 of 4 | 2 | Not read |
| 6 | | Community | 0.2% | 1 of 4 | 1 | Not read |
| 7 | | Community | 0.2% | 1 of 4 | 1 | Not read |
| 8 | | Community | 0.2% | 1 of 4 | 1 | Not read |
| 9 | | Community | 0.2% | 1 of 4 | 1 | Not read |
| Question | Language | Most 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 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.