Leader
86%of answers name it
Leader
86%of answers name it
Most cited source
32citations
From ChatGPT
Where engines disagree most
1/4engines put it in their top three
Top three on Gemini, not on Google AI Mode, Google AI Overviews and ChatGPT
| Rank | Brand | Heralded Score | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|
| 1 | | 82 , range 76–87 | 86% | 55% | | First reading | |
| 2 | | 77 , range 71–83 | 74% | 52% | | First reading | |
| 3 | | 55 , range 45–69 | 50% | 32% | | First reading | |
| 4 | | 53 , range 44–68 | 51% | 29% | | First reading | |
| 5 | | 47 , range 40–60 | 44% | 26% | | First reading | |
| 6 | | 45 , range 38–55 | 41% | 23% | | First reading | |
| 7 | | 44 , range 37–54 | 43% | 20% | | First reading | |
| 8 | | 34 , range 27–42 | 22% | 17% | | First reading | |
| 9 | | 29 , range 20–36 | 18% | 9% | | First reading | |
| 10 | | 15 , range 10–27 | 7% | 4% | | 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 | | Community | 13.5% | 3 of 4 | 6 | 27 |
| 2 | | Community | 1.0% | 1 of 4 | 1 | 0 |
| 3 | 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 | |
| customer support software with GDPR-compliant hosting | English | |
| customer support software for travel | English | |
| 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.