Leader
23%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
23%of answers name it
Most cited source
1citations
From Google AI Overviews
Where engines disagree most
1/4engines put it in their top three
Top three on Google AI Mode, not on Gemini, Google AI Overviews and ChatGPT
| Rank | Brand | Rank change | Heralded Score | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 83 , range 0–98 | 83
| 23% | 13% | None | First reading | |
| 2 | | New entry | 77 , range 0–92 | 77
| 11% | 11% | None | First reading | |
| 3 | | New entry | 72 , range 0–81 | 72
| 7% | 6% | None | First reading | |
| 4 | | New entry | 72 , range 0–81 | 72
| 6% | 6% | None | First reading | |
| 5 | | New entry | 71 , range 0–79 | 71
| 10% | 0% | None | First reading | |
| 6 | | New entry | 71 , range 30–83 | 71
| 70% | 42% | None | First reading | |
| 7 | | New entry | 71 , range 0–78 | 71
| 5% | 4% | None | First reading | |
| 8 | | New entry | 58 , range 20–67 | 58
| 56% | 28% | None | First reading | |
| 9 | | New entry | 57 , range 25–67 | 57
| 33% | 28% | None | First reading | |
| 10 | | New entry | 56 , range 0–74 | 56
| 3% | 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 |
|---|---|---|---|---|---|---|
| 1 | | Review site | 1.7% | 1 of 4 | 1 | Not read |
| 2 | Withheld. Run a full Snapshot to see it. | |||||
| 3 | | Review site | 1.7% | 1 of 4 | 1 | Not read |
| 4 | Withheld. Run a full Snapshot to see it. | |||||
| 5 | | Review site | 1.7% | 1 of 4 | 1 | Not read |
| Question | Language | Wins it |
|---|---|---|
| What are the best business intelligence tools for small business managers? | English | |
| How can small businesses use data analysis to make better decisions? | English | No brand recommended |
| How can a small business manager get a clearer picture of business performance? | English | No brand recommended |
| How can I work out which products are the most profitable? | English | No brand recommended |
| Are automated reports or manual analysis better for small business managers? | English | No brand recommended |
| Are dashboards or spreadsheets better for tracking sales in a small business? | English | |
| What are some alternatives to creating reports manually for small business managers? | English | |
| What can small businesses use instead of spreadsheets to analyse sales? | English | |
| I run a business with 10 employees and want to track sales. What should I use? | English | No brand recommended |
| I run a business without a data analyst and need easy-to-understand reports. 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.