Content marketing platforms
Asked as “content marketing platform”, and as “content planning and production tool for marketing teams”, on behalf of a mid-market B2B company. 50 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Gane, the publisher, sells software in this category. Every product here is measured by the same method as in every other category. How the conflict is handled.
Standing · first-choice share
52%
Clear leader
52HubSpot Content Hub22HubSpot Marketing Hub04Canva22others
52% of first choices, clear leader.
Since October 2026▲+19Since October 2026: 33% → 52%, +19 points. Past the 11-point floor: movement.HubSpot Content Hub held the lead, +19 points on 33%, past the floor.
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 business
HubSpot Content Hub36%Contested▲+5Since October 2026: 31% → 36%, +5 points. Inside the 11-point floor: within noise.Standing →Mid-marketHubSpot Content Hub52%Clear leader▲+19Since October 2026: 33% → 52%, +19 points. Past the 11-point floor: movement.This pageEnterpriseHubSpot Content Hub16%Contested↗new leaderNew leader since October 2026: HubSpot Content Hub (16%) replaces Contently (15% then, 11% now), 5 points clear, inside the 11-point floor.Standing →
HubSpot Content Hub36%Contested▲+5Since October 2026: 31% → 36%, +5 points. Inside the 11-point floor: within noise.Standing →Mid-marketHubSpot Content Hub52%Clear leader▲+19Since October 2026: 33% → 52%, +19 points. Past the 11-point floor: movement.This pageEnterpriseHubSpot Content Hub16%Contested↗new leaderNew leader since October 2026: HubSpot Content Hub (16%) replaces Contently (15% then, 11% now), 5 points clear, inside the 11-point floor.Standing →The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for a mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01HubSpot Content Hub52%9%54endorsed leader▲+19Since October 2026: 33% → 52%, +19 points. Past the 11-point floor: movement.33% → 52%
HubSpot Content Hub52%9%54endorsed leader▲+19Since October 2026: 33% → 52%, +19 points. Past the 11-point floor: movement.33% → 52%02
HubSpot Marketing Hub22%7%14accepted challenger▲+13Since October 2026: 9% → 22%, +13 points. Past the 11-point floor: movement.9% → 22%
HubSpot Marketing Hub22%7%14accepted challenger▲+13Since October 2026: 9% → 22%, +13 points. Past the 11-point floor: movement.9% → 22%03
StoryChief4%0%13accepted challenger▼−3Since October 2026: 7% → 4%, −3 points. Inside the 11-point floor: within noise.7% → 4%
StoryChief4%0%13accepted challenger▼−3Since October 2026: 7% → 4%, −3 points. Inside the 11-point floor: within noise.7% → 4%04
Canva4%7%14accepted challenger=heldSince October 2026: 4% → 4%, ±0 points. Inside the 11-point floor: within noise.4% → 4%
Canva4%7%14accepted challenger=heldSince October 2026: 4% → 4%, ±0 points. Inside the 11-point floor: within noise.4% → 4%05
CoSchedule Marketing Suite2%6%34accepted challenger▼−7Since October 2026: 9% → 2%, −7 points. Inside the 11-point floor: within noise.9% → 2%
CoSchedule Marketing Suite2%6%34accepted challenger▼−7Since October 2026: 9% → 2%, −7 points. Inside the 11-point floor: within noise.9% → 2%06
Optimizely CMP2%7%14accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%
Optimizely CMP2%7%14accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%07
WordPress2%0%11accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%
WordPress2%0%11accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%08
Monday.com2%10%10accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%
Monday.com2%10%10accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%09
Surfer SEO2%8%12accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%
Surfer SEO2%8%12accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%Show the seven products at 0%, ordered by negative rate
13
Contently0%22%23accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%
Contently0%22%23accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%16
Optimizely CMS0%20%10accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Optimizely CMS0%20%10accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%10
Semrush Content Marketing Platform0%13%30accepted challenger▼−4Since October 2026: 4% → 0%, −4 points. Inside the 11-point floor: within noise.4% → 0%
Semrush Content Marketing Platform0%13%30accepted challenger▼−4Since October 2026: 4% → 0%, −4 points. Inside the 11-point floor: within noise.4% → 0%14
Asana0%8%12accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%
Asana0%8%12accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%11
Buffer0%0%14accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%
Buffer0%0%14accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%12
Jasper0%0%14accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%
Jasper0%0%14accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%15
Notion0%0%11accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%
Notion0%0%11accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%The floor is 11 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 can't be told apart from repeat variation, and both are shown. Each index measures its own floor from its own repeat, over its own categories, so the floor differs from one index to the next. Both editions asked the same fourteen models. How the floor is measured
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
All twenty-eight head-to-head pages: the top eight products, each against each
HubSpot Content Hub vs CoSchedule Marketing SuiteHubSpot Content Hub vs Optimizely CMPHubSpot Content Hub vs WordPressHubSpot Content Hub vs Monday.comHubSpot Marketing Hub vs StoryChiefHubSpot Marketing Hub vs CanvaHubSpot Marketing Hub vs CoSchedule Marketing SuiteHubSpot Marketing Hub vs Optimizely CMPHubSpot Marketing Hub vs WordPressHubSpot Marketing Hub vs Monday.comStoryChief vs CanvaStoryChief vs CoSchedule Marketing SuiteStoryChief vs Optimizely CMPStoryChief vs WordPressStoryChief vs Monday.comCanva vs CoSchedule Marketing SuiteCanva vs Optimizely CMPCanva vs WordPressCanva vs Monday.comCoSchedule Marketing Suite vs Optimizely CMPCoSchedule Marketing Suite vs WordPressCoSchedule Marketing Suite vs Monday.comOptimizely CMP vs WordPressOptimizely CMP vs Monday.comWordPress vs Monday.com
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 →
01020304050607080910111213141516Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative70%
Key
01HubSpot Content Hub52%
HubSpot Content Hub52%02HubSpot Marketing Hub22%
HubSpot Marketing Hub22%03StoryChief4%
StoryChief4%04Canva4%
Canva4%05CoSchedule Marketing Suite2%
CoSchedule Marketing Suite2%06Optimizely CMP2%
Optimizely CMP2%07WordPress2%
WordPress2%08Monday.com2%
Monday.com2%09Surfer SEO2%
Surfer SEO2%10Semrush Content Marketing Platform0%
Semrush Content Marketing Platform0%11Buffer0%
Buffer0%12Jasper0%
Jasper0%13Contently0%
Contently0%14Asana0%
Asana0%15Notion0%
Notion0%16Optimizely CMS0%
Optimizely CMS0%What they warned about
Four of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Mistral Small, 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.
Teads83%
5 of 6 labels negative · 5 of 14 models · 3 hard negative
“Repeated complaints about fake/bot traffic delivered for paid campaigns, unexpected extra charges, refusal of refunds” DeepSeek V4 Flash, negative prompt
Contently22%
5 of 23 labels negative · 5 of 14 models · 1 hard negative
“Some enterprise buyers recommend avoiding it due to unpredictable costs and slower turnaround times.” Mistral Small, negative prompt
Hootsuite71%
5 of 7 labels negative · 5 of 14 models · 1 hard negative
“1.3/5 Trustpilot rating with hundreds of reviews... Fraudulent billing complaints” Kimi K2, negative prompt
Adobe Experience Manager57%
4 of 7 labels negative · 4 of 14 models · 1 hard negative
“Several enterprise models flag it as a platform to avoid due to cost opacity and complexity.” Mistral Small, negative prompt
What they cite
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted.
Sites the answers cite
72 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. 719 links across 283 sites, every framing counted. Ranked by the number of answers carrying the site or page. 54 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.
vendor site · HubSpot28 answers · 40 citations · 11 models
vendor site · Software Advice20 answers · 26 citations · 9 models
publisher (Gane)18 answers · 18 citations · 10 models
16 answers · 17 citations · 10 models
vendor site · Brafton15 answers · 15 citations · 8 models
14 answers · 22 citations · 8 models
11 answers · 12 citations · 6 models
10 answers · 10 citations · 7 models
vendor site · Planable9 answers · 9 citations · 9 models
vendor site · Capterra8 answers · 15 citations · 4 models
vendor site · StoryChief8 answers · 13 citations · 6 models
vendor site · GetApp8 answers · 9 citations · 6 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.
15 answers · 8 models
15 answers · 8 models
15 answers · 10 models
12 answers · 5 models
12 answers · 8 models
10 answers · 6 models
9 answers · 7 models
8 answers · 7 models
6 answers · 6 models
6 answers · 4 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 content marketing platform”, “content marketing 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 products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days |
|---|---|---|---|---|---|---|---|
| HubSpot parent site HubSpot Content Hub 52%, HubSpot Marketing Hub 22%, HubSpot for Marketers 2% | 76% | 991 | 368,000 | 9,776 | |||
| StoryChief storychief.io | 4% | 25 | 320 | 5 | 29,114 | ||
| Canva canva.com | 4% | 185 | 24,900,000 | 183,421 | 81,177,765 | 101 | |
| CoSchedule Marketing Suite coschedule.com | 2% | 100 | 20 | 0 | 38,502 | 1 | |
| Optimizely optimizely.com Optimizely CMP 2% | 2% | 29 | 60,500 | 36,211 | 200,757 company | $2 | 120 |
| WordPress wordpress.com | 2% | 196 | 201,000 | 42,406 | 49,847,649 | $18 | 13 |
| Monday.com monday.com | 2% | 98 | 74,000 | 3,467 | 691,961 | $164 | 119 |
| Surfer SEO surferseo.com | 2% | 169 | 5,400 | 146 | 99,288 | 22 | |
| Intuit mailchimp.com Mailchimp 2% | 2% | 328 | 368,000 | 6,862 | 1,931,402 | $1,214 | 107 |
| Texta.ai texta.ai | 2% | 6 |
Google's top ten for the two searches hold 15 sites; 0 of them are among the sites the models cited here. The first result for “best content marketing platform” is adroitte.com.
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
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.
ShowHideModelDirect“What is the best content marketing platform for a mid-market B2B company?”Paraphrase“Which content planning and production tool for marketing teams would you recommend to a mid-sized B2B company?”Comparative“What are the top content marketing platforms and how do they differ?”Budget-constrained“What is the best content marketing platform for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a content marketing platform. What should we look at?”Negative“Which content marketing platforms should I avoid or be cautious about?”
Claude Haiku 4.5HubSpot Content HubHubSpot Marketing HubChangedHubSpot Marketing Hubno first choiceno first choiceagainst: BuzzSumo, Contently, Kajabi, Substack, Uberflip, Welcome
Three alternatives
Contentstack, HubSpot Marketing Hub, Skyword Accelerator360Six alternatives
Buffer, Canva, Contently, Jasper, Monday.com, NotionFour alternatives
CoSchedule Marketing Suite, Contently, DivvyHQ, Semrush Content Marketing PlatformFive alternatives
Ghost, HubSpot Content Hub, LinkedIn articles, Medium, SubstackGPT-5.4 miniHubSpot Content Hubagainst: AdobeOptimizely CMPChangedHubSpot Content HubHubSpot Content Hubagainst: Ahrefs, Semrush Content Marketing Platformno first choicenothing named
Two alternatives
Contently, Optimizely CMPFour alternatives
Asana, CoSchedule Marketing Suite, Monday.com, WrikeNine alternatives
Adobe, Aprimo, Contentful, Contently, Optimizely CMS, Sitecore, Sprinklr Marketing, Storyteq, WordPressOne alternative
WordPressGemini 3.5 FlashHubSpot Content Hub, HubSpot Marketing Hubagainst: Adobe GenStudio, SitecoreStoryChiefChangedno first choiceHubSpot Content Hub, WordPressagainst: HubSpot Content Hub, Kapost, Optimizely CMS, Welcomeno first choiceagainst: Asana, ClickUp, Monday.comagainst: Taboola, Teads
Seven alternatives
ClearVoice, Contently, MarketMuse, Optimizely CMP, Semrush Content Marketing Platform, StoryChief, Surfer SEOFour alternatives
Asana, CoSchedule Marketing Suite, HubSpot Content Hub, Monday.comSeven alternatives
CoSchedule Marketing Suite, Contently, HubSpot Content Hub, Optimizely CMP, Semrush Content Marketing Platform, StoryChief, Surfer SEOFive alternatives
Brevo, Buffer, CoSchedule Marketing Suite, Ghost, MailerLitePerplexity SonarHubSpot Content HubHubSpot Content HubHeldHubSpot Content HubHubSpot Content Hubno first choiceagainst: Adobe GenStudio, Ahrefs, FollowerPanel, GetAFollower, Hootsuite, MediaMister, Promotid, Semrush Content Marketing Platform, SocialPanel, Socialboom, Surfer SEO, Uberflip, UpViews, Viralyft
Six alternatives
Adobe GenStudio, Optimizely CMP, PathFactory, Semrush Content Marketing Platform, Skyword, UberflipFour alternatives
Asana, CoSchedule Marketing Suite, Contentoo, PlanableEleven alternatives
Ahrefs, BuzzSumo, Clearscope, CoSchedule Marketing Suite, Contently, Optimizely CMP, Semrush Content Marketing Platform, Skyword360, StoryChief, Surfer SEO, UberflipSeven alternatives
Canva, CoSchedule Marketing Suite, ContentStudio, Google Analytics 4, Google Search Console, Mailercloud, NotionGrok 4.20HubSpot Content Hubagainst: Oracle Content Management, SeismicHubSpot Content HubHeldagainst: Contently, SkywordHubSpot Content Hub, Semrush Content Marketing Platformagainst: Adobe Experience ManagerCanva, Mailchimpagainst: HubSpot Content Hub, Joomag, Semrush Content Marketing Platformno first choiceagainst: Sprinklr Marketingagainst: Brandwatch, Hootsuite, HubSpot Content Hub, Taboola, Teads
Three alternatives
CoSchedule Marketing Suite, Monday.com, Semrush Content Marketing PlatformSix alternatives
Asana, ClickUp, CoSchedule Marketing Suite, Monday.com, Semrush Content Marketing Platform, WordtuneThree alternatives
Contentful, Contently, SkywordFive alternatives
Google Workspace, Hootsuite, Jasper, WordPress, WritesonicSeven alternatives
Buffer, Clearscope, Contently, HubSpot Content Hub, Optimizely CMP, Semrush Content Marketing Platform, StoryChiefMistral SmallHubSpot Content Hub, HubSpot Marketing HubHubSpot Content HubChangedHubSpot Content HubHubSpot Marketing Hubno first choiceagainst: Adobe Experience Manager, Adobe Marketo Engage, CoSchedule Marketing Suite, Contently, Google+, HubSpot Content Hub, SlideShare
Four alternatives
Contentful, Contentstack, Marq Team, Semrush Content Marketing PlatformThree alternatives
CoSchedule Marketing Suite, Nukipa, PlanableSeven alternatives
Asana, Canva, CoSchedule Marketing Suite, Contently, Moz, Semrush Content Marketing Platform, WordbrewThree alternatives
Buffer, Jasper Chat, NotionDeepSeek V4 FlashHubSpot Content HubHubSpot Content HubHeldHubSpot Content Hub, Semrush Content Marketing Platformagainst: Adobe Experience ManagerHubSpot Marketing Hubno first choiceagainst: Creatify, CreatorBuddy.io, HeyGen, Make UGC / Zeely, PropellerAds, Push.House, RichAds, Semrush Content Marketing Platform, Teads, Wishpond
Two alternatives
CoSchedule Marketing Suite, Semrush Content Marketing PlatformFour alternatives
Asana, ClickUp, CoSchedule Marketing Suite, StoryChiefFour alternatives
CoSchedule Marketing Suite, ContentStudio, DivvyHQ, Optimizely CMPThree alternatives
Buffer, Canva, MailchimpLlama 4 MaverickHubSpot Content Hub, HubSpot Marketing HubHubSpot Content HubChangedno first choiceSurfer SEOno first choiceagainst: Blab, Google+, Hootsuite, HubSpot Marketing Hub, SlideShare, TikTok, Twitter
Four alternatives
BuzzSumo, Optimizely CMP, PathFactory, Semrush Content Marketing PlatformSeven alternatives
Agorapulse, Buffer, CoSchedule Marketing Suite, Loomly, Notion, Planable, SocialPilotTwo alternatives
Jasper Chat, MailercloudQwen 3.7 FlashHubSpot Marketing HubHubSpot Content HubChangedHubSpot Content HubHubSpot Content Hubno first choiceagainst: Adobe Experience Manager, CoSchedule Marketing Suite, Contently, Facebook, Google+, HubSpot Content Hub, MarketPro / Marketo, Optimizely CMS, Pinterest, SlideShare, Sprinklr Marketing, Twitter
Four alternatives
Ahrefs, Clearscope, PathFactory, Semrush Content Marketing PlatformThree alternatives
Asana, ClickUp, CoSchedule Marketing SuiteSeven alternatives
Adobe Experience Manager, Brafton CMP, Contentstack, Optimizely CMS, Sitecore, Skyword, StoryblokFour alternatives
Canva, Jasper, Mailercloud, Texta.aiKimi K2HubSpot Content Hubagainst: Optimizely CMPStoryChiefChangedno first choiceHubSpot Content Hubno first choiceagainst: Contentful, Contently, Fanfix.io, Fiverr, Hootsuite, Keymailer, Taboola, Teads, Textbroker, iWriter
Two alternatives
Semrush Content Marketing Platform, StoryChiefFour alternatives
Asana, CoSchedule Marketing Suite, HubSpot Content Hub, Monday.comNine alternatives
CoSchedule Marketing Suite, Contently, HubSpot Content Hub, Jasper, Optimizely CMS, Semrush Content Marketing Platform, Sitecore, Skyword, Sprinklr MarketingThree alternatives
Canva, Mailchimp, NotionGLM 4.7 FlashXHubSpot Content HubHubSpot Content HubHeldno first choiceCanva, Texta.aiagainst: Ahrefs, Hootsuiteno first choicenothing named
Three alternatives
ActiveCampaign, Adobe Marketo Engage, Salesforce Marketing Cloud Account EngagementFive alternatives
Airtable, Asana, CoSchedule Marketing Suite, Contently, PlanableFour alternatives
Buffer, Google Analytics 4, Mailchimp, MozMiniMax M2.5HubSpot Marketing HubHubSpot Content Hub, Monday.comChangedHubSpot Content HubHubSpot Marketing Hub, MailerLiteno first choicenothing named
Three alternatives
Brafton Content Marketing Platform, Optimizely CMS, Sprinklr MarketingThree alternatives
Jasper, Planable, Semrush Content Marketing PlatformFour alternatives
Adobe Marketo Engage, Salesforce Marketing Cloud Account Engagement, Webflow, WordPressTwo alternatives
Buffer, JasperGPT-6 LunaHubSpot for MarketersCoSchedule Marketing SuiteChangedno first choiceHubSpot Content Hubagainst: Canvano first choicenothing named
Two alternatives
CoSchedule Marketing Suite, Optimizely CMPTwo alternatives
Asana, WrikeSeven alternatives
Adobe GenStudio, CoSchedule Marketing Suite, Contentful, Contently, HubSpot Content Hub, Optimizely CMP, Semrush Content Marketing PlatformOne alternative
BufferMuse Glimmer 30BHubSpot Content HubHubSpot Content Hub, HubSpot Marketing HubChangedno first choiceHubSpot Marketing Hubagainst: Jasper Chatno first choiceagainst: ArticleBase, ArticleCube, EzineArticles, Facebook, LinkedIn articles, MGID, Medium, Reddit, Revcontent, Sooper Articles, Taboola, Teads, TikTok, X/Twitter
Four alternatives
Adobe GenStudio, CoSchedule Marketing Suite, Contentful, Optimizely CMPTwo alternatives
CoSchedule Marketing Suite, PlanableSix alternatives
Buffer, Canva, Google Analytics 4, Google Search Console, Texta.ai, WritesonicBold 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.
Eighty-four rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 14:57 | yes | 9 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 15:01 | yes | 3 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 10:16 | yes | 6 | 23 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 12:46 | yes | 10 | 4 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:57 | yes | 5 | 7 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 13:13 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 08:34 | yes | 23 | 21 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:15 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 16:14 | yes | 10 | 44 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 17:30 | yes | 13 | 54 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 15:29 | yes | 15 | 59 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 16:39 | yes | 5 | 21 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 14:04 | yes | 3 | 18 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 15:01 | yes | 12 | 14 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:15 | yes | 18 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:55 | yes | 3 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 16:26 | yes | 7 | 23 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 13:50 | yes | 10 | 3 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:21 | yes | 5 | 7 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 08:53 | yes | 5 | 5 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 17:21 | yes | 23 | 41 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 14:06 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:29 | yes | 5 | 20 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:54 | yes | 24 | 52 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 16:29 | yes | 10 | 13 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:51 | yes | 5 | 25 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:31 | yes | 3 | 15 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:01 | yes | 14 | 18 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 14:05 | yes | 10 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:21 | yes | 5 | 6 s |
| Comparative | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 15:22 | no | 0 | 16 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 12:11 | yes | 10 | 5 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:41 | yes | 10 | 13 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:36 | yes | 5 | 8 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 08:38 | yes | 23 | 30 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:34 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:05 | yes | 15 | 77 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:59 | yes | 14 | 39 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 14:59 | yes | 10 | 32 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:09 | no | 0 | 31 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:11 | yes | 9 | 29 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:35 | yes | 14 | 25 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 16:19 | no | 0 | 4 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 16:26 | yes | 3 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 13:10 | no | 0 | 12 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 09:17 | yes | 10 | 3 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:07 | yes | 5 | 10 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:57 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:17 | yes | 9 | 11 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 13:35 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:27 | yes | 5 | 34 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 17:35 | yes | 10 | 31 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:37 | yes | 9 | 18 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:14 | yes | 5 | 27 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 13:25 | yes | 3 | 11 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:34 | yes | 13 | 21 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:16 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:31 | no | 0 | 5 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 10:53 | no | 0 | 15 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 09:29 | yes | 10 | 7 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:51 | yes | 5 | 13 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:27 | no | 0 | 8 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:51 | yes | 18 | 31 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:22 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 17:20 | no | 0 | 31 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:17 | yes | 10 | 28 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:14 | yes | 15 | 24 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:16 | no | 0 | 27 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 09:47 | yes | 3 | 20 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 16:39 | yes | 13 | 22 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 15:21 | yes | 20 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:09 | yes | 0 | 5 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 10:45 | yes | 9 | 17 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 10:22 | yes | 10 | 4 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:12 | yes | 14 | 11 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:06 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:03 | yes | 25 | 47 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 17:28 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:19 | yes | 5 | 30 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 15:23 | yes | 25 | 64 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:46 | yes | 23 | 227 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:54 | no | 0 | 18 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 17:24 | yes | 3 | 12 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 14:38 | yes | 23 | 33 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
Brafton read as Brafton Content Marketing Platform
CoSchedule read as CoSchedule Marketing Suite
CoSchedule (Marketing Suite) read as CoSchedule Marketing Suite
HubSpot read as HubSpot Content Hub
HubSpot (Content Hub / Marketing Hub) read as HubSpot Content Hub
HubSpot (Content Hub) read as HubSpot Content Hub
HubSpot (Free & Starter Tier) read as HubSpot Content Hub
HubSpot (Marketing Hub) read as HubSpot Content Hub
HubSpot Marketing read as HubSpot Marketing Hub
HubSpot's free tier read as HubSpot Content Hub
LinkedIn read as LinkedIn articles
Optimizely Content Marketing Platform read as Optimizely CMP
Optimizely Content Marketing Platform (CMP) read as Optimizely CMP
SEMrush read as Semrush Content Marketing Platform
Semrush read as Semrush Content Marketing Platform
Semrush (Content Marketing Toolkit) read as Semrush Content Marketing Platform
Semrush (Content Platform) read as Semrush Content Marketing Platform
Semrush Content Toolkit read as Semrush Content Marketing Platform
Sprinklr read as Sprinklr Marketing
Unresolved, counted raw
Acquia (Drupal)
Adobe
ArticleBase
ArticleCube
Blab
Brafton CMP
CloudCampaign
CreatorBuddy.io
EzineArticles
Fanfix.io
FollowerPanel
GetAFollower
Google
Google+
GrowthAgent
Joomag
Keymailer
Make UGC / Zeely
MarketPro / Marketo
MediaMister
Meta
Narrareach
Nukipa
Promotid
Push.House
Salesforce
SocialPanel
Socialboom
Sooper Articles
Unsplash
UpViews
Wordbrew
Wordtune
Discontinued, still offered
No shut-down product was recommended here.