Leader
72Heralded Score, range 67–75
Leader
72Heralded Score, range 67–75
Most cited source
82citations
From Google AI Mode and Google AI Overviews
Where engines disagree most
They agree
Every engine names the same top three.
Search is not measured for this board yet, so it ranks on AI answers.
| Rank | Brand | Rank change | Heralded Score All | AI | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|---|
| 11 | | New entry | 3 , range 2–6 | 3#11 | 3
| 4% | 0% | | First reading | |
| 12 | | New entry | 3 , range 2–6 | 3#12 | 3
| 3% | 1% | | First reading | |
| 13 | | New entry | 2 , range 2–4 | 2#13 | 2
| 2% | 0% | | First reading | |
| 14 | | New entry | 2 , range 1–4 | 2#14 | 2
| 2% | 0% | | First reading | |
| – | | Unranked | Too few answers | Not measured | –
| 1% | 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 gives each brand’s score and rank from the engines’ answers; Search is not measured for this board yet. 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 | | Vendor site | 2.9% | 1 of 4 | 6 | Not read |
| 12 | | Consultancy | 3.3% | 2 of 4 | 4 | 5 |
| 13 | | Consultancy | 3.3% | 4 of 4 | 2 | 6 |
| 14 | | Consultancy | 3.1% | 3 of 4 | 2 | 6 |
| 15 | | Vendor site | 1.4% | 2 of 4 | 8 | Not read |
| 16 | | Consultancy | 2.9% | 4 of 4 | 6 | 8 |
| 17 | | Review site | 3.1% | 1 of 4 | 1 | 4 |
| 18 | | Vendor site | 2.9% | 2 of 4 | 1 | Not read |
| 19 | | Vendor site | 2.9% | 3 of 4 | 3 | Not read |
| 20 | | Vendor site | 2.9% | 3 of 4 | 2 | 8 |
| Question | Language | Most recommended |
|---|---|---|
| best headless cms for developers | English | |
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| how to manage content for a website and mobile app in one place | English | |
| how to migrate from a traditional cms to a headless cms | English | |
| headless cms vs traditional cms for marketing teams | English | |
| What is the best headless CMS for a marketing website? | English | |
| Headless content management for developer teams | English | |
| How can a company publish the same content to its website and mobile app? | English | |
| How do I let marketers edit content on a site built with a JavaScript framework? | English | No brand recommended |
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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.