Leader
16%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
16%of answers name it
Most cited source
5citations
From Gemini and Google AI Overviews
Where engines disagree most
1/4engines put it in their top three
Top three on Google AI Overviews, not on Google AI Mode, Gemini and ChatGPT
| Rank | Brand | Rank change | Heralded Score | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 29 , range 17–56 | 29
| 16% | 12% | None | First reading | |
| 2 | | New entry | 29 , range 20–58 | 29
| 20% | 12% | None | First reading | |
| 3 | | New entry | 27 , range 17–56 | 27
| 19% | 8% | None | First reading | |
| 4 | | New entry | 25 , range 20–57 | 25
| 19% | 12% | None | First reading | |
| 5 | | New entry | 24 , range 9–53 | 24
| 17% | 4% | None | First reading | |
| 6 | | New entry | 23 , range 6–51 | 23
| 13% | 4% | None | First reading | |
| 7 | | New entry | 22 , range 10–53 | 22
| 16% | 6% | None | First reading | |
| 8 | | New entry | 21 , range 6–51 | 21
| 15% | 2% | None | First reading | |
| 9 | | New entry | 19 , range 0–73 | 19
| 4% | 1% | None | First reading | |
| 10 | | New entry | 18 , range 5–51 | 18
| 10% | 6% | 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 | 8.3% | 2 of 4 | 4 | Not read |
| 2 | | Community | 1.7% | 1 of 4 | 2 | Not read |
| 3 | Withheld. Run a full Snapshot to see it. | |||||
| Question | Language | Wins it |
|---|---|---|
| What’s the best HR and payroll software for small businesses? | English | |
| How can a small business manage employees and payroll? | English | No brand recommended |
| How can a small business calculate employee payroll? | English | No brand recommended |
| How can I keep track of leave and days worked? | English | |
| HR software vs. spreadsheets for payroll at a small business | English | |
| Manual personnel management vs. HR software for midsize companies | English | No brand recommended |
| What are some alternatives to using spreadsheets to track employees? | English | |
| What are some alternatives to calculating payroll manually for a small business? | English | |
| I own a business with 10 employees. How can I manage payroll and time off? | English | |
| I lead an HR team and need time tracking for 200 employees. What are my options? | 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.