Leader
85%of answers name it
The most visible merchant of record platforms, October 2026
Most cited source
53citations
From Google AI Mode, Gemini, Google AI Overviews and ChatGPT
Where engines disagree most
They agree
Every engine names the same top three.
Brands
| Rank | Brand | Heralded Score | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|
| 1 | | 75 , range 65–81 | 85% | 39% | | First reading | |
| 2 | | 62 , range 49–73 | 68% | 29% | | First reading | |
| 3 | | 42 , range 36–52 | 48% | 9% | | First reading | |
| 4 | | 29 , range 9–38 | 21% | 4% | | First reading | |
| 5 | | 9 , range 5–32 | 13% | 1% | | First reading | |
| 6 | | 7 , range 3–31 | 9% | 1% | None | First reading | |
| 7 | | 6 , range 2–29 | 8% | 1% | None | First reading | |
| 8 | | 5 , range 2–27 | 8% | 0% | | First reading | |
| 9 | | 5 , range 2–26 | 8% | 0% | None | First reading | |
| 10 | | 5 , range 2–27 | 7% | 1% | 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 | | Brand site | 37.0% | 4 of 4 | 21 | 3 |
| 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 | | Brand site | 11.1% | 3 of 4 | 7 | 1 |
| 7 | Withheld. Run a full Snapshot to see it. | |||||
| 8 | | Brand site | 7.4% | 3 of 4 | 2 | 1 |
| 9 | | Vendor site | 8.6% | 3 of 4 | 4 | 2 |
| 10 | | Vendor site | 3.7% | 2 of 4 | 4 | 0 |
The questions, and who wins each
| Question | Language | Wins it |
|---|---|---|
| what changes when a provider becomes the seller of record for my digital products? | English | No brand recommended |
| how do full-service checkout platforms compare with handling international payments in-house? | English | No brand recommended |
| what can replace separate payment, tax, and billing tools for selling software? | English | |
| how can i move away from managing sales tax filings in every country? | English | |
| what can replace a custom checkout when selling subscriptions internationally? | English | |
Each engine's top three
Google AI Mode
- 1
Paddle
- 2
Lemon Squeezy
- 3
FastSpring
Gemini
- 1
- 2
- 3
Google AI Overviews
- 1
- 2
- 3
ChatGPT
- 1
- 2
- 3
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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.