Leader
32%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.
| Rank | Brand | Rank change | Heralded Score | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 43 , range 26–69 | 43
| 32% | 20% | | First reading | |
| 2 | | New entry | 33 , range 20–58 | 33
| 20% | 13% | | First reading | |
| 3 | | New entry | 30 , range 13–54 | 30
| 21% | 4% | None | First reading | |
| 4 | | New entry | 30 , range 7–53 | 30
| 17% | 4% | | First reading | |
| 5 | | New entry | 29 , range 5–51 | 29
| 16% | 2% | None | First reading | |
| 6 | | New entry | 28 , range 18–56 | 28
| 19% | 8% | None | First reading | |
| 7 | | New entry | 16 , range 2–47 | 16
| 8% | 2% | | First reading | |
| 8 | | New entry | 15 , range 1–46 | 15
| 6% | 2% | | First reading | |
| 9 | | New entry | 14 , range 4–50 | 14
| 9% | 4% | None | First reading | |
| 10 | | New entry | 13 , range 3–49 | 13
| 9% | 3% | 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 |
|---|---|---|---|---|---|---|
| 11 | Withheld. Run a full Snapshot to see it. | |||||
| 12 | Withheld. Run a full Snapshot to see it. | |||||
| 13 | Withheld. Run a full Snapshot to see it. | |||||
| 14 | Withheld. Run a full Snapshot to see it. | |||||
| 15 | Withheld. Run a full Snapshot to see it. | |||||
| 16 | Withheld. Run a full Snapshot to see it. | |||||
| 17 | | Consultancy | 3.3% | 1 of 4 | 2 | 9 |
| 18 | Withheld. Run a full Snapshot to see it. | |||||
| 19 | Withheld. Run a full Snapshot to see it. | |||||
| 20 | Withheld. Run a full Snapshot to see it. | |||||
| Question | Language | Wins it |
|---|---|---|
| best erp software for small manufacturers | English | |
| inventory and accounting software for small manufacturers | English | |
| how can a small manufacturer manage purchasing, inventory, and production | English | |
| how to keep orders, stock, and accounts in sync | English | |
| spreadsheet-based operations vs integrated software for small manufacturers | English | |
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.