The floor is 12 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. How the floor is measured
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
“criticized for turning employees into unpaid marketing channels on their personal accounts include PostBeyond, Sprout Social, EveryoneSocial, DSMN8, Bambu, and Hootsuite Amplify” Llama 4 Maverick, negative prompt
“criticized for turning employees into unpaid marketing channels on their personal accounts include PostBeyond, Sprout Social, EveryoneSocial, DSMN8, Bambu, and Hootsuite Amplify” Llama 4 Maverick, negative prompt
“Options to Avoid on a Tight Budget: ... **Sociabble/PostBeyond/EveryoneSocial:** Quote-based, generally enterprise pricing” DeepSeek V4 Flash, budget prompt
“Check total cost and configuration flexibility if you only need a lightweight advocacy tool. G2 reviewers mention extra costs for some features and limited customization” GPT-6 Luna, negative prompt
79 of 84 answers in this category came back with a source list, from 14 of 6 models: citations where the model returns them, or the search results it consulted. 1074 links across 166 sites, every framing counted. Ranked by the number of answers carrying the site or page.
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|
| DSMN8 dsmn8.com | 21% | 120 | 390 | 3 | 1,591 | 23 | 9 |
| Oktopost oktopost.com | 21% | 158 | 1,000 | 11 | 7,471 | 6 | 8 |
| EveryoneSocial everyonesocial.com | 17% | 168 | 880 | 8 | 18,478 | ||
| Taplio taplio.com | 8% | 48 | 2,400 | 36 | 12,312 | 2 | |
| GaggleAMP gaggleamp.com | 4% | 102 | 480 | 0 | 2,583 | 3 | |
| Sociuu sociuu.com | 4% | 41 | 40 | 0 | 119 | ||
| Vista Social vistasocial.com | 4% | 38 | 4,400 | 1,410 | 38,709 | 12 | |
| PostBeyond postbeyond.com | 4% | 39 | 50 | 1 | 804 | ||
| Vulse vulse.co | 2% | 37 | 260 | 0 | 273 | 0 | |
| Social Champ socialchamp.com | 2% | 13 |
Google's top ten for the two searches hold 17 sites; 4 of them are among the sites the models cited here (dsmn8.com, learn.g2.com, magicpost.in, supergrow.ai). The first result for “best employee advocacy platform” is marketbeam.io.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
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