Leader
34Heralded Score, range 26–55
Leader
34Heralded Score, range 26–55
Most cited source
79citations
From Google AI Mode and Google AI Overviews
Where engines disagree most
1/4engines put it in their top three
Top three on ChatGPT, not on Google AI Mode, Gemini and Google AI Overviews
| Rank | Brand | Rank change | Heralded Score All | AI | Search | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|---|---|
| – | | Unranked | Too few answers | Not measured | 1= #59 | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 0= #92 | –
| 0% | 0% | None | First reading | |
| – | SocrateExpense | Unranked | Too few answers | Not measured | 1= #59 | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 2#41 | –
| 0% | 0% | None | First reading | |
| – | Sohana IN | Unranked | Too few answers | Not measured | 0= #92 | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 0= #92 | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 1#51 | –
| 1% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 1= #59 | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 1= #59 | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 1= #59 | –
| 0% | 0% | | First reading |
“=” marks brands whose score ranges overlap, so the test cannot separate them. Every brand named in at least three answers is ranked. AI and Search give each brand’s score and rank on that side alone. 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 | | Social | 10.2% | 2 of 4 | 44 | Not read |
| 2 | | Vendor site | 5.7% | 4 of 4 | 14 | 2 |
| 3 | | Vendor site | 4.8% | 3 of 4 | 7 | 13 |
| 4 | | Regulator | 1.9% | 3 of 4 | 14 | Not read |
| 5 | | Regulator | 2.1% | 2 of 4 | 5 | Not read |
| 6 | | Regulator | 1.4% | 1 of 4 | 14 | Not read |
| 7 | | Review site | 3.6% | 3 of 4 | 12 | Not read |
| 8 | | Social | 4.0% | 2 of 4 | 9 | Not read |
| 9 | | Vendor site | 2.9% | 3 of 4 | 8 | 9 |
| 10 | | Vendor site | 2.6% | 2 of 4 | 2 | 7 |
| Question | Language | Most recommended |
|---|---|---|
| best travel and expense software for small businesses | English | |
| business travel booking and expense tracking for finance teams | English | |
| how can a small business track employee travel spending | English | |
| how to reimburse employees for business travel expenses | English | No brand recommended |
| centralized travel booking vs employee-paid bookings for small businesses | English | No brand recommended |
| What’s the best travel expense software for small businesses? | English | |
| Travel expense management for sales teams | English | |
| How can employees spend less time filing travel expense reports? | English | |
| How can I track employee expenses on business trips? | English | |
| Travel booking software vs. expense management for companies | English | |
Each leaderboard ranks brands on two sides. AI is how ChatGPT, Gemini, Google AI Overviews and Google AI Mode answer the board's buyer questions. Search is Google's top 10 results for the keywords behind those questions. All combines the two, where Search is measured.
For the AI side, 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.