Leader
51%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
51%of answers name it
Most cited source
2citations
From 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 | 68 , range 39–78 | 68
| 51% | 28% | | First reading | |
| 2 | | New entry | 68 , range 39–80 | 68
| 51% | 33% | | First reading | |
| 3 | | New entry | 52 , range 28–71 | 52
| 38% | 18% | | First reading | |
| 4 | | New entry | 45 , range 23–63 | 45
| 37% | 8% | None | First reading | |
| 5 | | New entry | 44 , range 27–70 | 44
| 36% | 17% | | First reading | |
| 6 | | New entry | 43 , range 26–69 | 43
| 36% | 17% | | First reading | |
| 7 | | New entry | 38 , range 0–75 | 38
| 6% | 2% | None | First reading | |
| 8 | | New entry | 31 , range 0–74 | 31
| 4% | 3% | None | First reading | |
| 9 | | New entry | 26 , range 0–74 | 26
| 4% | 4% | None | First reading | |
| 10 | | New entry | 20 , range 7–52 | 20
| 13% | 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 | | Reference | 3.3% | 1 of 4 | 1 | Not read |
| 2 | | Reference | 3.3% | 2 of 4 | 1 | 7 |
| 3 | Withheld. Run a full Snapshot to see it. | |||||
| 4 | | Reference | 1.7% | 1 of 4 | 1 | Not read |
| 5 | | Reference | 1.7% | 1 of 4 | 1 | Not read |
| 6 | Withheld. Run a full Snapshot to see it. | |||||
| 7 | Withheld. Run a full Snapshot to see it. | |||||
| Question | Language | Wins it |
|---|---|---|
| best project management software for small software teams | English | |
| plan and track software projects for small development teams | English | |
| how can a small software team keep projects on schedule | English | |
| how to assign work and track deadlines across a remote team | English | |
| kanban boards vs task lists for small software teams | 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.