safety
Rankings by industry
A rank of 1 to 3 earns that leaderboard's badge for the month.
Rank and score by month
- Vulnerability scanners, SpainNot measured
No lines on the chart. Tick Show on chart in the table below, or add a leaderboard above.
Every leaderboard has one reading so far, from October 2026, so each line is a single dot for now. The next point arrives on 1 November 2026, when the new month's leaderboards publish. Chart up to 5 leaderboards at once.
Every leaderboard it is on
| Leaderboard | Market | All rank (AI and Search combined) | Heralded Score | AI and Search | Change | On chart |
|---|---|---|---|---|---|---|
| Vulnerability scanners, Spain | Spain | – | Too few answers |
| First reading | |
| Vulnerability scanners, United Kingdom | United Kingdom | – | Too few answers |
| First reading | |
| Vulnerability scanners, Italy | Italy | – | Too few answers |
| First reading | |
| Vulnerability scanners, Netherlands | Netherlands | – | Too few answers |
| First reading | |
| No leaderboard matches this filter. | ||||||
By engine
-
Google AI Mode
–average rank
Not ranked · ranks on 0 leaderboards
-
Gemini
–average rank
Not ranked · ranks on 0 leaderboards
-
Google AI Overviews
–average rank
Not ranked · ranks on 0 leaderboards
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ChatGPT
–average rank
Not ranked · ranks on 0 leaderboards
Questions it answers
| # | Question | Leaderboard | Its place | Also named |
|---|---|---|---|---|
| 1 | ¿Cómo puedo comprobar si nuestro software tiene vulnerabilidades conocidas? | vulnerability scanners in Spain | 7 | |
| 2 | Withheld. Run a full Snapshot to see it. | |||
| 3 | Withheld. Run a full Snapshot to see it. | |||
| 4 | Hoe controleer ik of onze software bekende kwetsbaarheden bevat? | vulnerability scanners in Netherlands | 6 | |
| 5 | Withheld. Run a full Snapshot to see it. | |||
| 6 | ¿Qué herramienta puede analizar nuestras aplicaciones en busca de vulnerabilidades de seguridad? | vulnerability scanners in Spain | Not named | |
| 7 | ¿Cómo pueden los equipos de ingeniería pequeños analizar el código en busca de vulnerabilidades? | vulnerability scanners in Spain | Not named | |
| 8 | Withheld. Run a full Snapshot to see it. | |||
| 9 | Withheld. Run a full Snapshot to see it. | |||
| 10 | Withheld. Run a full Snapshot to see it. | |||
Sources that mention it
No sources have been recorded for this brand.
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.