Leader
30%of answers name it
| Rank | Brand | Rank change | Heralded Score | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 41 , range 35–48 | 41
| 30% | 24% | | First reading | |
| 2 | | New entry | 38 , range 33–45 | 38
| 26% | 20% | | First reading | |
| 3 | | New entry | 35 , range 30–42 | 35
| 26% | 13% | | First reading | |
| 4 | | New entry | 34 , range 27–41 | 34
| 22% | 14% | | First reading | |
| 5 | | New entry | 33 , range 23–40 | 33
| 17% | 16% | None | First reading | |
| 6 | | New entry | 30 , range 10–36 | 30
| 15% | 11% | | First reading | |
| 7 | | New entry | 5 , range 2–17 | 5
| 5% | 3% | | First reading | |
| 8 | | New entry | 5 , range 2–14 | 5
| 4% | 2% | None | First reading | |
| 9 | | New entry | 2 , range 1–7 | 2
| 2% | 0% | | First reading | |
| – | | Unranked | Too few answers | –
| 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. 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 | | Community | 3.3% | 1 of 4 | 3 | 3 |
| 2 | | Community | 4.2% | 2 of 4 | 5 | 3 |
| 3 | Withheld. Run a full Snapshot to see it. | |||||
| 4 | | Community | 0.8% | 1 of 4 | 1 | 0 |
| 5 | | Community | 0.8% | 1 of 4 | 1 | 0 |
| 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 | |
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.