Leader
74Heralded Score, range 62–82
The most visible social media management tools, October 2026
Most cited source
31citations
From Google AI Mode and Google AI Overviews
Where engines disagree most
1/4engines put it in their top three
Top three on Google AI Overviews, not on Google AI Mode, Gemini and ChatGPT
Brands
| Rank | Brand | Rank change | Heralded Score All | AI | Search | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 11 | | New entry | 32 , range 2–51 | 9#13 | 72#6 | 32
| 14% | 7% | | First reading | |
| 12 | | New entry | 30 , range 1–48 | 6#15 | 70#11 | 30
| 8% | 5% | None | First reading | |
| 13 | | New entry | 28 , range 1–43 | 3#16 | 71#9 | 28
| 6% | 5% | | First reading | |
| 14 | | New entry | 21 , range 2–49 | 9#12 | 40#16 | 21
| 9% | 5% | | First reading | |
| 15 | | New entry | 8 , range 3–48 | 11#11 | 5#21 | 8
| 8% | 3% | | First reading | |
| 16 | | New entry | 4 , range 1–41 | 6#14 | 0= #23 | 4
| 4% | 2% | | First reading | |
| – | | Unranked | Too few answers | Not measured | 70#15 | –
| 5% | 4% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 70#10 | –
| 4% | 4% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 0= #23 | –
| 1% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 3#22 | –
| 2% | 0% | 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. 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.
Most cited sources
| Rank | Source | Type | Cited in | Engines | Pages cited | Brands its pages mention |
|---|---|---|---|---|---|---|
| 11 | | Vendor site | 5.0% | 2 of 4 | 3 | Not read |
| 12 | | Consultancy | 3.3% | 2 of 4 | 1 | 3 |
| 13 | | Vendor site | 3.3% | 1 of 4 | 1 | 4 |
| 14 | | Vendor site | 3.3% | 2 of 4 | 1 | Not read |
| 15 | | Media | 3.3% | 2 of 4 | 1 | 5 |
| 16 | | Vendor site | 3.3% | 2 of 4 | 1 | 4 |
| 17 | | Consultancy | 3.3% | 2 of 4 | 1 | 1 |
| 18 | | Vendor site | 3.3% | 2 of 4 | 1 | Not read |
| 19 | | Consultancy | 3.3% | 2 of 4 | 1 | 1 |
| 20 | | Vendor site | 3.3% | 2 of 4 | 1 | 1 |
Questions asked
| Question | Language | Most recommended |
|---|---|---|
| What are the best social media management tools for small teams? | English | |
| Social media scheduling for small businesses | English | |
| How can a small business post to several social networks without logging into each one? | English | |
| How do I plan and schedule a month of social media posts? | English | |
| Scheduling inside each social network vs. a social media management tool for agencies | English | |
| Managing social media by hand vs. with a scheduling tool for small businesses | English | |
| Alternatives to posting on each social network by hand | English | |
| Alternatives to tracking social media results in spreadsheets | English | |
| I manage social media for five clients. What tool can I use to schedule and report on their posts? | English | |
| I run a small shop and want to answer all my social media messages in one place. | English | |
Each engine's top three
Related leaderboards
Method
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.