Leader
25%of answers name it
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.
Leader
25%of answers name it
Most cited source
11citations
From Gemini, Google AI Overviews and ChatGPT
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
| Rank | Brand | Rank change | Heralded Score | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 48 , range 23–64 | 48
| 25% | 20% | | First reading | |
| 2 | | New entry | 47 , range 22–63 | 47
| 26% | 17% | | First reading | |
| 3 | | New entry | 40 , range 20–59 | 40
| 21% | 14% | | First reading | |
| 4 | | New entry | 38 , range 20–58 | 38
| 20% | 15% | | First reading | |
| 5 | | New entry | 32 , range 5–52 | 32
| 10% | 9% | None | First reading | |
| 6 | | New entry | 31 , range 0–74 | 31
| 3% | 2% | | First reading | |
| 7 | | New entry | 23 , range 0–74 | 23
| 3% | 1% | None | First reading | |
| 8 | | New entry | 20 , range 5–51 | 20
| 9% | 8% | None | First reading | |
| 9 | | New entry | 16 , range 0–73 | 16
| 1% | 1% | | First reading | |
| 10 | | New entry | 13 , range 4–49 | 13
| 7% | 6% | | 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.
First reading. No comparable previous month yet.
No clear rise.
No clear fall.
No drop-outs.
| Rank | Source | Type | Cited in | Engines | Pages cited | Brands its pages mention |
|---|---|---|---|---|---|---|
| 1 | | Media | 8.3% | 3 of 4 | 8 | 19 |
| 2 | Withheld. Run a full Snapshot to see it. | |||||
| 3 | | Media | 8.3% | 3 of 4 | 3 | 13 |
| 4 | | Media | 6.7% | 3 of 4 | 3 | 8 |
| 5 | Withheld. Run a full Snapshot to see it. | |||||
| 6 | | Media | 5.0% | 1 of 4 | 2 | 6 |
| 7 | | Media | 3.3% | 2 of 4 | 1 | 0 |
| 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. | |||||
| Question | Language | Wins it |
|---|---|---|
| best vpn service for remote workers | English | |
| secure browsing for people working from home | English | No brand recommended |
| best vpn for streaming fans who travel | English | |
| how can i keep my browsing private on public wi-fi | English | No brand recommended |
| how to protect my internet traffic while traveling | English | No brand recommended |
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.