Leader
75%of answers name it
Leader
75%of answers name it
Most cited source
6citations
From Google AI Overviews
Where engines disagree most
One engine
This page reads Google AI Overviews only. Set Engine to All to compare them.
| Rank | Brand | Heralded Score | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|
| 1 | | 68 , range 48–80 | 75% | 33% | | First reading | |
| 2 | | 59 , range 42–76 | 58% | 33% | | First reading | |
| 3 | | 49 , range 37–71 | 50% | 25% | | First reading | |
| 4 | | 44 , range 33–65 | 38% | 25% | | First reading | |
| 5 | | 41 , range 31–59 | 42% | 13% | | First reading | |
| 6 | | 35 , range 14–49 | 29% | 8% | | First reading | |
| 7 | | 31 , range 7–46 | 21% | 8% | | First reading | |
| – | | Too few answers | 0% | 0% | None | First reading | |
| – | | Too few answers | 0% | 0% | None | First reading | |
| – | | Too few answers | 0% | 0% | 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 |
|---|---|---|---|---|---|---|
| 11 | | Review site | 8.3% | 1 of 4 | 2 | 4 |
| 12 | | Vendor site | 8.3% | 1 of 4 | 2 | 3 |
| 13 | Withheld. Run a full Snapshot to see it. | |||||
| 14 | Withheld. Run a full Snapshot to see it. | |||||
| 15 | | Brand site | 8.3% | 1 of 4 | 1 | 8 |
| 16 | | Community | 8.3% | 1 of 4 | 2 | 4 |
| 17 | Withheld. Run a full Snapshot to see it. | |||||
| 18 | Withheld. Run a full Snapshot to see it. | |||||
| 19 | | Vendor site | 4.2% | 1 of 4 | 1 | 1 |
| 20 | Withheld. Run a full Snapshot to see it. | |||||
| Question | Language | Wins it |
|---|---|---|
| best customer support software for a e-commerce company | English | |
| customer support software recommendations for a head of support | English | |
| top customer support software | English | |
| how to choose customer support software | English | |
| what to look for in customer support software | English | No brand recommended |
| customer support software for a team of 20 to 200 | English | |
| customer support software that integrates with Slack | English | No brand recommended |
| customer support software with GDPR-compliant hosting | English | No brand recommended |
| customer support software for travel | English | No brand recommended |
| most reliable customer support software | English | |
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.