Leader
96%of answers name it
The most visible sales engagement tools on ChatGPT, October 2026
Most cited source
21citations
From ChatGPT
Where engines disagree most
One engine
This page reads ChatGPT only. Set Engine to All to compare them.
Brands
| Rank | Brand | Heralded Score | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|
| 1 | | 91 , range 80–96 | 96% | 75% | | First reading | |
| 2 | | 88 , range 77–94 | 96% | 67% | | First reading | |
| 3 | | 86 , range 74–93 | 92% | 63% | | First reading | |
| 4 | | 85 , range 72–92 | 83% | 67% | | First reading | |
| 5 | | 39 , range 26–60 | 25% | 25% | None | First reading | |
| 6 | | 36 , range 22–54 | 25% | 17% | | First reading | |
| = 7 | | 34 , range 20–50 | 25% | 13% | | First reading | |
| = 7 | | 34 , range 19–50 | 21% | 17% | None | First reading | |
| 9 | | 27 , range 13–44 | 13% | 13% | | First reading | |
| 10 | | 23 , range 11–42 | 13% | 8% | 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.
Most cited sources
| Rank | Source | Type | Cited in | Engines | Pages cited | Brands its pages mention |
|---|---|---|---|---|---|---|
| 1 | | Vendor site | 20.8% | 1 of 4 | 1 | 0 |
| 2 | Withheld. Run a full Snapshot to see it. | |||||
| 3 | Withheld. Run a full Snapshot to see it. | |||||
| 4 | Withheld. Run a full Snapshot to see it. | |||||
| 5 | Withheld. Run a full Snapshot to see it. | |||||
| 6 | | Vendor site | 4.2% | 1 of 4 | 2 | Not read |
| 7 | | Vendor site | 8.3% | 1 of 4 | 1 | Not read |
| 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. | |||||
The questions, and who wins each
| Question | Language | Wins it |
|---|---|---|
| best sales engagement software for a B2B SaaS company | English | |
| sales engagement software recommendations for a sales development lead | English | |
| top sales engagement software | English | |
| how to choose sales engagement software | English | No brand recommended |
| what to look for in sales engagement software | English | No brand recommended |
| sales engagement software for a team of 20 to 200 | English | |
| sales engagement software that integrates with LinkedIn Sales Navigator | English | |
| sales engagement software with GDPR-compliant hosting | English | |
| sales engagement software for recruitment | English | |
| most reliable sales engagement software | English | |
Each engine's top three
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Method
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.