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 software company. 43 first choices recorded across the direct, paraphrase, budget and scale prompts, six models each.
01The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all six models, for a mid-market B2B software company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the five products at 0%, ordered by negative rate
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its vendor page.
Head to head
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 →
01
02
03
04
05
06
07
08
09
10
11Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01HubSpot Content Hub30%
HubSpot Content Hub30%02Asana12%
Asana12%03CoSchedule9%
CoSchedule9%04StoryChief7%
StoryChief7%05Buffer5%
Buffer5%06Canva2%
Canva2%07Semrush0%
Semrush0%08Google Analytics 40%
Google Analytics 40%09Contently0%
Contently0%10Adobe GenStudio0%
Adobe GenStudio0%11Jasper0%
Jasper0%02What they warned about
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.
LinkedIn articles100%
4 of 4 labels negative · 4 of 6 models
“Organically, LinkedIn is arguably the best B2B content marketing platform available today. However, **LinkedIn Paid Ads** are a completely different story.” Gemini 3.5 Flash, negative prompt
TikTok100%
4 of 4 labels negative · 4 of 6 models
“Social media platforms like TikTok, Instagram, X (formerly Twitter), and LinkedIn offer discovery but don't provide a direct, portable relationship with your audience” Claude Haiku 4.5, negative prompt
Content360.io100%
3 of 3 labels negative · 3 of 6 models · 2 hard negative
“Scam allegations - Multiple reports of being a "total scam" with unresolved refund requests” GLM 4.7 FlashX, negative prompt
Instagram100%
3 of 3 labels negative · 3 of 6 models · 1 hard negative
“risky or not worth using for content marketing, such as Twitter (X) and Instagram” Llama 4 Maverick, negative prompt
03What they cite
Citations exist only for the models that return a source list: four of the six in this edition.
Sites the answers cite
21 of 72 answers in this category came back with a source list, from 4 of 6 models: citations where the model returns them, or the search results it consulted. 6 of those lists are Google grounding redirects that name no site and are left out of the counts. 188 links across 117 sites, every framing counted. Ranked by the number of answers carrying the site or page. The other 2 models searched through a gateway that returned no source list on this edition.
vendor site · HubSpot9 answers · 14 citations · 3 models
8 answers · 10 citations · 2 models
6 answers · 8 citations · 2 models
vendor site · Omnibound6 answers · 6 citations · 2 models
vendor site · Gartner5 answers · 5 citations · 2 models
vendor site · StoryChief4 answers · 5 citations · 1 model
3 answers · 3 citations · 2 models
vendor site · SocialBee3 answers · 3 citations · 1 model
3 answers · 3 citations · 2 models
2 answers · 3 citations · 2 models
vendor site · Planable2 answers · 3 citations · 2 models
vendor site · Contentful2 answers · 2 citations · 1 model
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.
8 answers · 3 models
6 answers · 2 models
5 answers · 2 models
5 answers · 2 models
3 answers · 1 model
3 answers · 2 models
3 answers · 1 model
3 answers · 2 models
3 answers · 2 models
3 answers · 2 models
04How 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.
ModelDirect“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 Opus 5no first choiceno first choiceno first choiceno first choiceno first choicenothing named
Claude Opus 4.8no first choiceno first choiceno first choiceno first choiceno first choicenothing named
GPT-6 Astrano first choiceno first choiceno first choiceno first choiceno first choicenothing named
GPT-5.6 Solno first choiceno first choiceno first choiceno first choiceno first choicenothing named
Gemini 3.1 Prono first choiceno first choiceno first choiceno first choiceno first choicenothing named
Perplexity Sonar Prono first choiceno first choiceno first choiceno first choiceno first choicenothing named
Bold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
05The 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
Zero rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
Category-scoped readings
HubSpot read as HubSpot Content Hub
HubSpot (Content Hub & Marketing Hub) read as HubSpot Content Hub
HubSpot (Content Hub) read as HubSpot Content Hub
LinkedIn read as LinkedIn articles
Unresolved, counted raw
Adobe Experience Manager / GenStudio
Adsy
All In One Marketing
Constant Contact / Constant Content
Constant Content
Content360
ContentWriters
DeepSeek
Google's native review system
Helium 10
HubSpot's free Marketing Hub
INK AI
Kintive
Link Publishers
Lumen5
Meta (Facebook/Instagram) Advertising
Ocoya
SearchAtlas
Semrush Content Studio
Sprinklr Marketing
Threads
Twitter (X)
Views4You
Wave.video
WriterAccess
monday.com AI Workspace
nDash
Discontinued, still offered
No shut-down product was recommended here.