AI Indexes
GTM AI Index
October 2026 Edition · The permanent record of this edition. The unqualified address always carries the latest edition.
Index › Marketing › Employee advocacy › Small business › October 2026 Edition

Employee advocacy platforms for small business buyers

Asked as “employee advocacy platform”, and as “tool for employees to share company content on social”, on behalf of a small B2B company. 59 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the October 2026 Edition on October 4, 2026; its answers are read by the distilled judge (ai-indexes-judge-qwen3-14b-run3), not the claude-opus-5 judge of the earlier categories: how the two compare.
Standing · first-choice share
15%
EveryoneSocial
Contested · Clearview Social 14%
15EveryoneSocial14Clearview Social14Sociuu58others

15% of first choices, contested.

ShowinginAll 112 categories in the October 2026 Edition →

By buyer segment

The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
Small businessEveryoneSocial15%ContestedThis pageMid-marketDSMN821%ContestedStanding →EnterpriseEveryoneSocial42%Clear leaderStanding →

The standing

Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
01EveryoneSocial15%42%40criticized challenger
02Sociuu14%3%29accepted challenger
03Clearview Social14%18%38accepted challenger
04Taplio12%6%33accepted challenger
05Vulse7%0%19accepted challenger
06Oktopost5%44%16criticized challenger
07Supergrow3%0%13accepted challenger
08SocialToaster3%20%20accepted challenger
09Postbeam3%0%11accepted challenger
10GaggleAMP3%32%34criticized challenger
Show the five products at 0%, ordered by negative rate
13Haiilo0%83%12criticized challenger
15Sociabble0%82%17criticized challenger
14DSMN80%68%25criticized challenger
12PostBeyond0%67%12criticized challenger
11Hootsuite Amplify0%55%31criticized challenger
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
Head to head
DSMN8 vs OktopostDSMN8 vs EveryoneSocialDSMN8 vs Taplio
All twenty-one head-to-head pages: the top seven products, each against each
DSMN8 vs GaggleAMPDSMN8 vs SociuuDSMN8 vs PostBeyondOktopost vs EveryoneSocialOktopost vs TaplioOktopost vs GaggleAMPOktopost vs SociuuOktopost vs PostBeyondEveryoneSocial vs TaplioEveryoneSocial vs GaggleAMPEveryoneSocial vs SociuuEveryoneSocial vs PostBeyondTaplio vs GaggleAMPTaplio vs SociuuTaplio vs PostBeyondGaggleAMP vs SociuuGaggleAMP vs PostBeyondSociuu vs PostBeyond

Recommended versus criticized

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 challengerCriticized default
Negative label rate →
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Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative30%
Key
01EveryoneSocial15%
02Sociuu14%
03Clearview Social14%
04Taplio12%
05Vulse7%
06Oktopost5%
07Supergrow3%
08SocialToaster3%
09Postbeam3%
10GaggleAMP3%
11Hootsuite Amplify0%
12PostBeyond0%
13Haiilo0%
14DSMN80%
15Sociabble0%

What they warned about

One of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Grok 4.1 Fast, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, MiniMax M2.5, GPT-6 Luna and Muse Glimmer 30B changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
EveryoneSocial
42%
17 of 40 labels negative · 10 of 14 models · 7 hard negative
“Platforms to **Avoid** as a Small Business ... **EveryoneSocial** ... **Why avoid:** This is one of the most common cautionary tales for small businesses.” DeepSeek V4 Flash, negative prompt
DSMN8
68%
17 of 25 labels negative · 9 of 14 models · 6 hard negative
“Platforms to Avoid on a Tight Budget - **DSMN8, GaggleAMP, Sociabble, Haiilo:** Enterprise-focused with custom pricing” Kimi K2, budget prompt
Hootsuite Amplify
55%
17 of 31 labels negative · 9 of 14 models · 6 hard negative
“**Why avoid:** - **Not sold standalone:** It only makes sense as an **add-on to Hootsuite Enterprise**” DeepSeek V4 Flash, negative prompt
Sociabble
82%
14 of 17 labels negative · 9 of 14 models · 4 hard negative
“acts more like a massive internal company social network/intranet than a direct advocacy tool... overwhelming and will result in poor employee adoption” Gemini 3.5 Flash, negative prompt

What they cite

Citations exist only for the models that return a source list: fourteen of the fourteen in this edition, and all six flagship models on the expanded tier.

Sites the answers cite

78 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 978 links across 133 sites, every framing counted. Ranked by the number of answers carrying the site or page. None of the 252 answers across every segment cited this index's own page for the category.

guideflow.com
vendor site · Guideflow50 answers · 61 citations · 12 models
blog.hootsuite.com
vendor site · Hootsuite49 answers · 53 citations · 13 models
g2.com
47 answers · 70 citations · 13 models
taplio.com
vendor site · Taplio46 answers · 50 citations · 12 models
thecmo.com
31 answers · 31 citations · 11 models
sproutsocial.com
vendor site · Sprout Social27 answers · 29 citations · 11 models
referralrock.com
vendor site · Referral Rock26 answers · 26 citations · 8 models
supergrow.ai
vendor site · Supergrow24 answers · 26 citations · 10 models
magicpost.in
vendor site · MagicPost22 answers · 26 citations · 11 models
flockler.com
vendor site · Flockler21 answers · 24 citations · 9 models
postbeam.ai
vendor site · Postbeam20 answers · 28 citations · 8 models
mailmodo.com
vendor site · Mailmodo20 answers · 20 citations · 7 models

Pages the answers cite

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.

guideflow.com/blog/best-employee-advocacy-software-tools
49 answers · 12 models
blog.hootsuite.com/employee-advocacy-tools
48 answers · 13 models
taplio.com/blog/employee-advocacy-tools
46 answers · 12 models
thecmo.com/tools/best-employee-advocacy-software
31 answers · 11 models
referralrock.com/blog/employee-advocacy-software
26 answers · 8 models
supergrow.ai/blog/employee-advocacy-tools
23 answers · 10 models
g2.com/categories/employee-advocacy/small-business
22 answers · 11 models
mailmodo.com/marketing-stash/employee-advocacy-software
20 answers · 7 models
heysid.com/resources/best-employee-advocacy-software-and-tools-for-b2b
19 answers · 11 models
postbeam.ai/blog/best-employee-advocacy-tools
18 answers · 8 models

Search against answers

Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best employee advocacy platform”, “employee advocacy platform”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
Company and productsShareOwn site citedName searches, GoogleAI search demand, est.Organic visitsGoogle ads, last 30 daysBest Google position
EveryoneSocial everyonesocial.com15%168880818,478
Sociuu sociuu.com14%41400119
Clearview Social clearviewsocial.com14%572600745
Taplio taplio.com12%482,4003612,3122
Vulse vulse.co7%3726002730
Oktopost oktopost.com5%1581,000117,47168
Supergrow supergrow.ai3%32720194,94801
SocialToaster socialtoaster.com3%241,300155,0625
Postbeam postbeam.ai3%1821002,5720
GaggleAMP gaggleamp.com3%10248002,5833

Google's top ten for the two searches hold 17 sites; 3 of them are among the sites the models cited here (flockler.com, magicpost.in, supergrow.ai). The first result for “best employee advocacy platform” is marketbeam.io.

How they answered

Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ShowHide
ModelDirect“What is the best employee advocacy platform for a small B2B company?”Paraphrase“Which tool for employees to share company content on social would you recommend to a small business that sells to other businesses?”Comparative“What are the top employee advocacy platforms for a small team and how do they differ?”Budget-constrained“What is the best employee advocacy platform for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating an employee advocacy platform. What should we look at?”Negative“Which employee advocacy platforms should a small business avoid or be cautious about?”
Claude Haiku 4.5Vulse
Three alternativesHootsuite Amplify, Rocksalt AI, Taplio
Buffer, Hootsuite, LinkedIn's native employee advocacy featuresChanged
One alternativeBambu
Hootsuite Amplify
Five alternativesClearview Social, GaggleAMP, Social Champ, Sociuu, Taplio
EveryoneSocial
Three alternativesLinkedIn's native "My Company" tab, Social Champ, Vulse
no first choiceagainst: Brandwatch, DSMN8, Hootsuite Amplify, PostBeyond, Sociabble, Sprout Social
GPT-5.4 miniEveryoneSocial, Vulse
One alternativeOktopost
GaggleAMPChanged
Three alternativesEveryoneSocial, Sociabble, Vulse
Taplio
Three alternativesBambu, GaggleAMP, Sprout Social Employee Advocacy
against: EveryoneSocial, Haiilo, Oktopost, SociabbleEveryoneSocial
One alternativeVista Social
against: GaggleAMPno first choiceagainst: GaggleAMP, Haiilo, Interact, Social HorsePower
Gemini 3.5 FlashAmbo
Four alternativesGaggleAMP, Postbeam, Vista Social, Vulse
Postbeam, SociuuChanged
Two alternativesAmbo, EveryoneSocial
against: DSMN8, Sprout SocialMagicPost
Five alternativesEveryoneSocial, Flockler, Hootsuite Parliament, Sociuu, Sprout Social Employee Advocacy
against: DSMN8, Haiilo, SociabbleEveryoneSocial
Two alternativesPostbeam, Sociuu
EveryoneSocial
One alternativeGaggleAMP
against: Hootsuite, Sprinklragainst: DSMN8, GaggleAMP, Oktopost, Parliament, PostBeyond, Sociabble, Sprout Social
Perplexity SonarOktopost
Four alternativesClearview Social, Sharebee, Supergrow, Taplio
BufferChanged
Three alternativesHootsuite, LinkedIn, Sprout Social
Clearview Social
Five alternativesGaggleAMP, Social Champ, Sociuu, Supergrow, Taplio
Clearview Social
One alternativeGaggleAMP
no first choiceagainst: DSMN8, EveryoneSocial, Hootsuite Amplify, PostBeyond, Sprout Social's advocacy add-on
Grok 4.1 FastSociuu, Taplio
Three alternativesClearview Social, Hootsuite Amplify, Parliament
against: OktopostClearview SocialChanged
Two alternativesSharebee, Taplio
Clearview Social
Two alternativesSocialToaster, Sociuu
against: EveryoneSocial, SociabbleKeepface
Two alternativesSociuu, Taplio
against: Clearview Social, DSMN8, EveryoneSocial, Hootsuite Amplify, SocialToasterClearview Social
Four alternativesHootsuite Amplify, Sharebee, SocialToaster, Vista Social
against: DSMN8, EveryoneSocialagainst: DSMN8, EveryoneSocial, GaggleAMP, Haiilo, Hootsuite Amplify, Oktopost, Sprout Social Employee Advocacy
Mistral SmallRocksalt, Supergrow
Two alternativesDSMN8, GaggleAMP
against: Hootsuite AmplifyOktopostChanged
One alternativeVulse
Clearview Social
Four alternativesSociaa, SocialToaster, Sociuu, Supergrow
Sociuu
Two alternativesClearview Social, SocialToaster
no first choiceagainst: EveryoneSocial, Hootsuite Amplify, Oktopost, Sociabble, Sprout Social's advocacy add-on, Taplio
DeepSeek V4 FlashAmbo
Three alternativesEveryoneSocial, Taplio, Vulse
against: Clearview Social, DSMN8, Hootsuite Amplify, Sprout SocialSociuuChanged
Four alternativesClearview Social, GaggleAMP, Hootsuite Amplify, Vulse
against: OktopostClearview Social, Vulse
Five alternativesDSMN8, Heyoo.ai, Hootsuite Amplify, SocialToaster, Sociuu
Taplio
Three alternativesEveryoneSocial, Flockler, Postbeam
against: Hootsuite AmplifyClearview Social, Taplio
Two alternativesAuthoredUp, Ordinal
against: DSMN8, EveryoneSocial, GaggleAMP, PostBeyond, Sociabbleagainst: DSMN8, EveryoneSocial, Hootsuite Amplify, Sociabble, Sprout Social Employee Advocacy
Llama 4 Maverickno first choiceOktopostChanged
One alternativePostBeyond
Clearview Social, SocialToaster
Three alternativesSociaa, Sociuu, Supergrow
Sociuu
Three alternativesClearview Social, SocialToaster, Taplio
no first choiceagainst: EveryoneSocial
Qwen 3.7 FlashVulse
Three alternativesSociabble, Supergrow, Taplio
against: DSMN8, EveryoneSocial, GaggleAMP, Hootsuite Amplify, Sprout SocialTaplioChanged
One alternativeSociuu
Postwire
Four alternativesHootsuite Amplify, HubSpot, Microsoft Viva + Teams, Plecto
GaggleAMP, PostPlanify
One alternativeSociuu
against: Clearview Social, Hootsuite, Sprout SocialClearview Social
Three alternativesEveryoneSocial, Sociuu, Taplio
against: Hootsuite Amplify, Shield.app, Sprout Social Employee Advocacy, Taplio
Kimi K2EveryoneSocial
Three alternativesClearview Social, PostBeyond, Supergrow
SupergrowChanged
Two alternativesOktopost, Postbeam
against: Clearview Social, EveryoneSocial, Hootsuite AmplifyClearview Social, Taplio
Two alternativesPostbeam, Vulse
against: DSMN8, EveryoneSocial, GaggleAMP, Haiilo, Hootsuite Amplify, PostBeyond, Sociabble, Sprout Social Employee AdvocacyEveryoneSocial, Sociuu
Two alternativesClearview Social, Taplio
against: DSMN8, GaggleAMP, Haiilo, Hootsuite Amplify, PostBeyond, Sociabbleno first choice
Four alternativesClearview Social, Rocksalt, Sociuu, Taplio
against: EveryoneSocial, Haiilo, Hootsuite Amplify, Sociabble, Sprinklr Social
GLM 4.7 FlashXTaplio
Three alternativesClearview Social, Hootsuite Amplify, Sociuu
TaplioHeld
Two alternativesEveryoneSocial, Vulse
Taplio
Three alternativesEveryoneSocial, Haiilo, Hootsuite Amplify
against: Clearview Social, SocialToasterEveryoneSocial
Five alternativesGaggleAMP, Postbeam, Smarp, Sociuu, Taplio
against: Sprinklrno first choiceagainst: Clearview Social, EveryoneSocial, Smarp, SocialToaster
MiniMax M2.5Clearview Social, EveryoneSocial
One alternativeSocialToaster
against: OktopostAuthoredUp, TaplioChanged
Two alternativesOktopost, Vulse
Clearview Social, SocialToaster
Three alternativesBambu, Supergrow, Taplio
Sociuu
Three alternativesClearview Social, SocialToaster, Taplio
no first choiceagainst: Hootsuite Amplify, Sprout Social Employee Advocacy
GPT-6 LunaVulse
Three alternativesDSMN8, GaggleAMP, Oktopost
HeyooChangedVulse
Three alternativesEveryoneSocial, GaggleAMP, Vista Social
against: ParliamentSwaybaseagainst: GaggleAMP, Sociuuno first choiceagainst: DSMN8, Haiilo, Hootsuite Parliament, Sociabble, Sprout Social Employee Advocacy
Muse Glimmer 30BClearview Social, SocialToaster
Three alternativesGaggleAMP, Oktopost, Supergrow
SociuuChanged
Two alternativesBambu, GaggleAMP
Clearview Social, SocialToaster
Five alternativesBambu, Flockler, Smarp, Taplio, Vulse
against: EveryoneSocial, Hootsuite AmplifyPostbeam
Four alternativesAuthoredUp, Flockler, Keepface, Sprout Social
against: Clearview Social, DSMN8, EveryoneSocial, GaggleAMP, Haiilo, PostBeyond, Sociabble, SocialToasterClearview Social, SocialToaster
Two alternativesEveryoneSocial, Hootsuite Amplify
against: DSMN8, EveryoneSocial, now Everyone Social by Seismic, GaggleAMP, Haiilo, Hootsuite Amplify/Parliament, PostBeyond, Sociabble, Sprout Social advocacy add-on
Bold is the first choiceAlternatives are counted; the count opens them.What the answer argued against

The record

One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency. Full answer text is in the free responses file. Download the record
Eighty-four rows: every prompt, every model, every answer.
PromptModelVersion stringTime (UTC)SearchedSourcesLatency
Direct recommendationClaude Haiku 4.5claude-haiku-4-5-202510012026-10-04 22:34yes98 s
Direct recommendationGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-04 22:35yes25 s
Direct recommendationGemini 3.5 Flashgemini-3.5-flash2026-10-05 00:00yes1726 s
Direct recommendationPerplexity Sonarsonar2026-10-05 00:29yes182 s
Direct recommendationGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-04 22:16yes1912 s
Direct recommendationMistral Smallmistral/mistral-small via mistral2026-10-04 22:20yes89 s
Direct recommendationDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-04 22:58yes2021 s
Direct recommendationLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-04 22:10yes52 s
Direct recommendationQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-05 00:09yes1632 s
Direct recommendationKimi K2moonshotai/kimi-k2 via novita2026-10-04 23:11yes1427 s
Direct recommendationGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-05 00:12yes1219 s
Direct recommendationMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-05 00:42yes1220 s
Direct recommendationGPT-6 Lunagpt-6-luna2026-10-04 22:53yes424 s
Direct recommendationMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-10-04 22:11yes1519 s
ParaphraseClaude Haiku 4.5claude-haiku-4-5-202510012026-10-04 23:51no05 s
ParaphraseGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-04 22:48yes46 s
ParaphraseGemini 3.5 Flashgemini-3.5-flash2026-10-05 00:45yes1526 s
ParaphrasePerplexity Sonarsonar2026-10-04 22:21yes203 s
ParaphraseGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-05 00:52yes2551 s
ParaphraseMistral Smallmistral/mistral-small via mistral2026-10-05 00:13yes53 s
ParaphraseDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-05 00:35yes2130 s
ParaphraseLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-05 00:21yes510 s
ParaphraseQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-04 22:31yes836 s
ParaphraseKimi K2moonshotai/kimi-k2 via novita2026-10-05 00:04yes17102 s
ParaphraseGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-04 23:54yes21123 s
ParaphraseMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-04 23:16yes1037 s
ParaphraseGPT-6 Lunagpt-6-luna2026-10-04 22:47yes114 s
ParaphraseMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-10-04 23:51yes1514 s
ComparativeClaude Haiku 4.5claude-haiku-4-5-202510012026-10-04 23:57yes98 s
ComparativeGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-04 23:59yes69 s
ComparativeGemini 3.5 Flashgemini-3.5-flash2026-10-04 22:16yes1429 s
ComparativePerplexity Sonarsonar2026-10-04 22:12yes143 s
ComparativeGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-04 23:04yes199 s
ComparativeMistral Smallmistral/mistral-small via mistral2026-10-05 00:14yes97 s
ComparativeDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-04 23:30yes2139 s
ComparativeLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-05 00:41yes52 s
ComparativeQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-04 23:49no029 s
ComparativeKimi K2moonshotai/kimi-k2 via novita2026-10-04 23:04yes1922 s
ComparativeGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-04 22:53yes1657 s
ComparativeMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-04 23:24yes1625 s
ComparativeGPT-6 Lunagpt-6-luna2026-10-04 22:37yes522 s
ComparativeMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-10-04 22:16yes1223 s
Budget constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-10-04 23:41yes97 s
Budget constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-04 23:07yes23 s
Budget constrainedGemini 3.5 Flashgemini-3.5-flash2026-10-04 23:04yes1822 s
Budget constrainedPerplexity Sonarsonar2026-10-04 23:18yes153 s
Budget constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-05 00:09yes2110 s
Budget constrainedMistral Smallmistral/mistral-small via mistral2026-10-04 23:29yes53 s
Budget constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-04 22:16yes2028 s
Budget constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-04 22:34yes52 s
Budget constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-05 00:42yes1022 s
Budget constrainedKimi K2moonshotai/kimi-k2 via novita2026-10-04 23:29yes2319 s
Budget constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-04 22:35yes2024 s
Budget constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-04 23:34yes515 s
Budget constrainedGPT-6 Lunagpt-6-luna2026-10-05 00:48yes219 s
Budget constrainedMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-10-05 00:16yes1221 s
Scale constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-10-05 00:00no06 s
Scale constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-04 23:57no05 s
Scale constrainedGemini 3.5 Flashgemini-3.5-flash2026-10-04 23:31yes1526 s
Scale constrainedPerplexity Sonarsonar2026-10-04 23:58yes165 s
Scale constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-05 00:26yes148 s
Scale constrainedMistral Smallmistral/mistral-small via mistral2026-10-05 00:15no09 s
Scale constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-05 00:19yes1931 s
Scale constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-04 23:59yes52 s
Scale constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-04 23:31yes725 s
Scale constrainedKimi K2moonshotai/kimi-k2 via novita2026-10-04 22:25yes1826 s
Scale constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-04 23:02no020 s
Scale constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-05 00:31yes543 s
Scale constrainedGPT-6 Lunagpt-6-luna2026-10-05 00:39yes214 s
Scale constrainedMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-10-04 23:21yes1318 s
Negative framingClaude Haiku 4.5claude-haiku-4-5-202510012026-10-04 22:53yes189 s
Negative framingGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-05 00:25yes25 s
Negative framingGemini 3.5 Flashgemini-3.5-flash2026-10-05 00:16yes1424 s
Negative framingPerplexity Sonarsonar2026-10-04 23:30yes194 s
Negative framingGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-04 23:18yes219 s
Negative framingMistral Smallmistral/mistral-small via mistral2026-10-05 00:39yes55 s
Negative framingDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-04 23:27yes2235 s
Negative framingLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-04 22:55yes52 s
Negative framingQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-05 00:31yes525 s
Negative framingKimi K2moonshotai/kimi-k2 via novita2026-10-04 22:38yes2527 s
Negative framingGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-04 22:12yes2260 s
Negative framingMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-04 23:00yes1227 s
Negative framingGPT-6 Lunagpt-6-luna2026-10-05 00:56yes423 s
Negative framingMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-10-04 23:35yes2039 s

Normalization in this category

Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.

ShowHide
Category-scoped readings
Sprout Social Advocacy read as Sprout Social Employee Advocacy
Unresolved, counted raw
EveryoneSocial, now Everyone Social by Seismic
Heyoo
LinkedIn
LinkedIn's native employee advocacy features
PostBee
Postwire
Rocksalt AI
Shield.app
Social HorsePower
Discontinued, still offered
No shut-down product was recommended here.

Also in marketing

The other categories of this function, with the leader in each.
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