Leader
67%of answers name it
| Rank | Brand | Heralded Score | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|
| – | | Too few answers | 3% | 0% | | First reading | |
| – | | Too few answers | 0% | 0% | None | First reading | |
| – | | Too few answers | 0% | 0% | | First reading | |
| – | | Too few answers | 7% | 0% | | First reading | |
| – | | Too few answers | 7% | 0% | None | First reading | |
| – | | Too few answers | 3% | 3% | None | First reading | |
| – | | Too few answers | 0% | 0% | None | First reading | |
| – | | Too few answers | 3% | 0% | None | First reading | |
| – | | Too few answers | 3% | 0% | None | First reading | |
| – | | Too few answers | 7% | 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.
| Rank | Source | Type | Cited in | Engines | Pages cited | Brands its pages mention |
|---|---|---|---|---|---|---|
| 1 | | Review site | 6.7% | 1 of 4 | 1 | 8 |
| 2 | Withheld. Run a full Snapshot to see it. | |||||
| 3 | | Brand site | 3.3% | 1 of 4 | 1 | 8 |
| 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 | | Brand site | 3.3% | 1 of 4 | 1 | 13 |
| 8 | Withheld. Run a full Snapshot to see it. | |||||
| 9 | Withheld. Run a full Snapshot to see it. | |||||
| 10 | Withheld. Run a full Snapshot to see it. | |||||
| Question | Language | Wins it |
|---|---|---|
| best customer support tools for small support teams | English | |
| customer support software for teams answering customer questions | English | |
| how can a support team resolve customer questions faster | English | No brand recommended |
| how to keep customer support requests from getting lost | English | No brand recommended |
| shared inbox vs help desk software for support teams | English | No brand recommended |
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.