Leader
29%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
29%of answers name it
Most cited source
4citations
From 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
| Rank | Brand | Rank change | Heralded Score | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 54 , range 23–65 | 54
| 29% | 19% | | First reading | |
| 2 | | New entry | 46 , range 8–54 | 46
| 25% | 4% | None | First reading | |
| 3 | | New entry | 45 , range 26–69 | 45
| 32% | 22% | | First reading | |
| 4 | | New entry | 39 , range 25–68 | 39
| 27% | 22% | | First reading | |
| 5 | | New entry | 37 , range 0–72 | 37
| 5% | 0% | None | First reading | |
| 6 | | New entry | 33 , range 0–74 | 33
| 5% | 2% | | First reading | |
| 7 | | New entry | 24 , range 5–50 | 24
| 14% | 3% | None | First reading | |
| 8 | | New entry | 23 , range 12–54 | 23
| 15% | 8% | | First reading | |
| 9 | | New entry | 11 , range 3–49 | 11
| 7% | 5% | | First reading | |
| 10 | | New entry | 10 , range 3–50 | 10
| 7% | 4% | | 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 | 6.7% | 2 of 4 | 1 | 11 |
| 2 | Withheld. Run a full Snapshot to see it. | |||||
| 3 | Withheld. Run a full Snapshot to see it. | |||||
| 4 | Withheld. Run a full Snapshot to see it. | |||||
| 5 | Withheld. Run a full Snapshot to see it. | |||||
| 6 | Withheld. Run a full Snapshot to see it. | |||||
| 7 | Withheld. Run a full Snapshot to see it. | |||||
| 8 | Withheld. Run a full Snapshot to see it. | |||||
| 9 | Withheld. Run a full Snapshot to see it. | |||||
| 10 | | Media | 1.7% | 1 of 4 | 1 | Not read |
| Question | Language | Wins it |
|---|---|---|
| What’s the best ERP software for small businesses? | English | |
| ERP software for inventory management in small businesses | English | |
| How can a small business keep track of inventory and orders? | English | No brand recommended |
| How can I manage sales, inventory, and invoices all in one place? | English | Platphorma |
| ERP software or spreadsheets for managing a small business? | English | |
| ERP software or separate programs for sales and inventory? | English | |
| Alternatives to spreadsheets for tracking inventory in a small business | English | |
| A replacement for manually tracking orders in a workshop | English | No brand recommended |
| I run a business with 10 employees and am looking for an ERP that’s easy to manage | English | |
| We have two warehouses and need to see inventory in real time | 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.