Index › Marketing › Email marketing › Enterprise › September 2026 Edition

Email marketing platforms for enterprise buyers

Asked as “email marketing platform”, and as “email marketing tool”, on behalf of an enterprise B2B company. 48 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.

Standing

Adobe Marketo Engage

Contested

23% of first choices, contested.

ShowinginAll 73 categories in the September 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 business

ActiveCampaign36%ContestedStanding →Mid-market

ActiveCampaign40%ContestedStanding →Enterprise

Adobe Marketo Engage23%ContestedThis page

01The standing

Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all twelve models, for an enterprise B2B company. Ordered by share.

ProductFirst-choice shareNegative rateLabelsQuadrant

Adobe Marketo Engage9%34accepted challenger

HubSpot Marketing Hub19%59accepted challenger

Salesforce Marketing Cloud15%48accepted challenger

Brevo29%24criticized challenger

ActiveCampaign11%37accepted challenger

Braze8%24accepted challenger

Adobe Campaign12%24accepted challenger

Oracle Eloqua24%17accepted challenger

Show the five products at 0%, ordered by negative rate

Mailchimp88%16criticized challenger

Constant Contact83%12criticized challenger

Klaviyo40%25criticized challenger

Iterable10%20accepted challenger

Salesforce Marketing Cloud Account Engagement0%12accepted challenger

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

ActiveCampaign vs HubSpot Marketing Hub ActiveCampaign vs Brevo HubSpot Marketing Hub vs Brevo

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 →

Accepted challengerEndorsed leader

0%First-choice share → · lines at 30% share and 25% negative40%

Key

Adobe Marketo Engage23%

HubSpot Marketing Hub21%

Salesforce Marketing Cloud19%

Brevo12%

ActiveCampaign4%

Braze2%

Adobe Campaign2%

Oracle Eloqua2%

Salesforce Marketing Cloud Account Engagement0%

Iterable0%

Klaviyo0%

Constant Contact0%

Mailchimp0%

02What they warned about

Six of twelve models held their first choice under the paraphrase. GPT-5.4 mini, Mistral Small, Llama 4 Maverick, Qwen 3.7 Flash, GLM 4.7 FlashX and MiniMax M2.5 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.

Mailchimp

88%

14 of 16 labels negative · 10 of 12 models · 10 hard negative

“Mid-Market Platforms (Avoid for True Enterprise Scale)... **Mailchimp**, **ActiveCampaign**, and **Omnisend** are excellent for startups ... frequently fail enterprise requirements” Qwen 3.7 Flash, negative prompt

Constant Contact

83%

10 of 12 labels negative · 9 of 12 models · 6 hard negative

“**Constant Contact**: Small-business oriented... Best for infrequent low-volume sends, not enterprise.” Grok 4.1 Fast, negative prompt

Klaviyo

40%

10 of 25 labels negative · 8 of 12 models · 5 hard negative

“**Best for**: D2C e-commerce brands on Shopify/WooCommerce; avoid for B2B enterprises” Kimi K2, negative prompt

HubSpot Marketing Hub

19%

11 of 59 labels negative · 8 of 12 models · 3 hard negative

“HubSpot Marketing Hub Professional/Enterprise (not recommended for pure email focus; expensive, feature-gated, and contact-based billing)” GLM 4.7 FlashX, negative prompt

03What they cite

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

Sites the answers cite

22 of 72 answers in this category came back with a source list, from 4 of 12 models: citations where the model returns them, or the search results it consulted. 5 of those lists are Google grounding redirects that name no site and are left out of the counts. 205 links across 103 sites, every framing counted. Ranked by the number of answers carrying the site or page. The other 8 models searched through a gateway that returned no source list on this edition.

ventureharbour.com

8 answers · 12 citations · 2 models

mailtrap.io

vendor site · Mailtrap8 answers · 11 citations · 2 models

insiderone.com

7 answers · 9 citations · 2 models

sequenzy.com

vendor site · Sequenzy6 answers · 9 citations · 2 models

brevo.com

vendor site · Brevo6 answers · 6 citations · 2 models

klaviyo.com

vendor site · Klaviyo5 answers · 5 citations · 1 model

pipeline.zoominfo.com

vendor site · ZoomInfo5 answers · 5 citations · 2 models

attentive.com

vendor site · Attentive4 answers · 4 citations · 2 models

mailmodo.com

vendor site · Mailmodo4 answers · 4 citations · 2 models

pcmag.com

4 answers · 4 citations · 1 model

campaignmonitor.com

vendor site · Campaign Monitor3 answers · 4 citations · 1 model

constantcontact.com

vendor site · Constant Contact3 answers · 4 citations · 2 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.

brevo.com/blog/best-email-marketing-services

6 answers · 2 models

ventureharbour.com/email-marketing-software-tools-one-best

6 answers · 2 models

ventureharbour.com/top-enterprise-email-marketing-automation-crm

6 answers · 2 models

insiderone.com/enterprise-email-marketing

5 answers · 2 models

klaviyo.com/blog/best-email-marketing-platforms

5 answers · 1 model

pipeline.zoominfo.com/marketing/email-marketing-platforms

5 answers · 2 models

attentive.com/blog/best-email-marketing-platforms

4 answers · 2 models

mailmodo.com/guides/enterprise-email-marketing-platform

4 answers · 2 models

mailtrap.io/blog/email-marketing-platforms

4 answers · 2 models

pcmag.com/picks/the-best-email-marketing-software

4 answers · 1 model

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 email marketing platform for an enterprise B2B company?”Paraphrase“Which email marketing tool would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade email marketing platforms and how do they differ?”Budget-constrained“What is the best email marketing platform for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating an email marketing platform. What should we look at?”Negative“Which email marketing platforms should a large enterprise avoid or be cautious about?”

Claude Haiku 4.5Adobe Marketo Engage

Three alternatives

ActiveCampaign, HubSpot Marketing Hub, ZoomInfo Marketing

Adobe Marketo EngageHeld

One alternative

HubSpot Marketing Hub

ActiveCampaign

Five alternatives

Adobe Campaign, HubSpot Marketing Hub, Klaviyo, Salesforce Marketing Cloud, UniOne

against: Adobe Marketo EngageBrevo, SendX

One alternative

Flodesk

against: ActiveCampaign, Klaviyono first choiceagainst: Constant Contact

GPT-5.4 miniAdobe Marketo Engage

Four alternatives

HubSpot Marketing Hub, Oracle Eloqua, Salesforce Marketing Cloud, Salesforce Marketing Cloud Account Engagement

Salesforce Marketing CloudChanged

Two alternatives

HubSpot Marketing Hub, Oracle Fusion Marketing

Salesforce Marketing Cloud

Two alternatives

Adobe Marketo Engage, Oracle Responsys

HubSpot Marketing Hub

One alternative

SendGrid

no first choiceagainst: Salesforce Marketing Cloud, Salesforce core email features

Gemini 3.5 FlashAdobe Marketo Engage

Four alternatives

ActiveCampaign, HubSpot Marketing Hub, Oracle Eloqua, Salesforce Marketing Cloud Account Engagement

Adobe Marketo EngageHeld

Four alternatives

ActiveCampaign, HubSpot Marketing Hub, Oracle Eloqua, Salesforce Marketing Cloud Account Engagement

no first choice

Six alternatives

Adobe Marketo Engage, Braze, HubSpot Marketing Hub, Iterable, Klaviyo, Salesforce Marketing Cloud

Brevo, Emma

Two alternatives

GoHighLevel, Interspire Email Marketer

against: HubSpot Marketing Hub, Salesforce Marketing Cloudno first choiceagainst: AWeber, Beehiiv, Constant Contact, Flodesk, Keap, Kit, Mailchimp

Perplexity SonarHubSpot Marketing Hub

Two alternatives

Adobe Marketo Engage, Salesforce Marketing Cloud

HubSpot Marketing HubHeld

Two alternatives

Adobe Marketo Engage, Salesforce Marketing Cloud

HubSpot Marketing Hub

Nine alternatives

ActiveCampaign, Adobe Campaign, Adobe Marketo Engage, Braze, Brevo, Iterable, Klaviyo, Oracle Eloqua, Salesforce Marketing Cloud

Brevo

One alternative

ActiveCampaign

against: HubSpot Marketing Hubno first choiceagainst: Brevo, Constant Contact, GetResponse, Mailchimp, MailerLite, Omnisend, Oracle Eloqua

Grok 4.1 FastHubSpot Marketing Hub

Two alternatives

Adobe Marketo Engage, Salesforce Marketing Cloud Account Engagement

HubSpot Marketing HubHeld

Three alternatives

ActiveCampaign, Adobe Marketo Engage, Salesforce Marketing Cloud Account Engagement

Salesforce Marketing Cloud

Six alternatives

ActiveCampaign, Adobe Campaign, Braze, HubSpot Marketing Hub, Iterable, Klaviyo

ActiveCampaignagainst: Amazon SES, Brevo, HubSpot Marketing Hub, Klaviyo, Mailchimp, SendGridno first choice

Four alternatives

ActiveCampaign, Braze, HubSpot Marketing Hub, Salesforce Marketing Cloud

against: Benchmark Email, Constant Contact, GetResponse, Klaviyo, Mailchimp, MailerLite, SendPulse

Mistral SmallHubSpot Marketing Hub

Four alternatives

ActiveCampaign, Adobe Campaign, Oracle Eloqua, Salesforce Marketing Cloud

against: Brevo, Constant Contact, Klaviyo, MailchimpAdobe Marketo Engage, Salesforce Marketing CloudChanged

One alternative

HubSpot Marketing Hub

Salesforce Marketing Cloud

Six alternatives

ActiveCampaign, Adobe Campaign, Braze, HubSpot Marketing Hub, Klaviyo, Oracle Eloqua

Brevo

One alternative

ActiveCampaign

against: Adobe Campaign, HubSpot Marketing Hub, Salesforce Marketing Cloudno first choiceagainst: Amazon SES, Brevo, Campaign Monitor, Constant Contact, Mailchimp, Mailgun, iContact

DeepSeek V4 FlashAdobe Marketo Engage

Two alternatives

HubSpot Marketing Hub, Salesforce Marketing Cloud Account Engagement

against: Oracle EloquaAdobe Marketo EngageHeld

One alternative

Salesforce Marketing Cloud Account Engagement

against: HubSpot Marketing Hub, Oracle Eloquano first choiceagainst: Adobe CampaignBrevo

One alternative

ActiveCampaign

against: Adobe Marketo Engage, Braze, HubSpot Marketing Hub, Mailchimp, Salesforce Marketing CloudHubSpot Marketing Hub

Five alternatives

Adobe Campaign, Adobe Marketo Engage, Braze, Iterable, Salesforce Marketing Cloud

against: Klaviyoagainst: AWeber, Brevo, Campaign Monitor, Constant Contact, GetResponse, Kit, Klaviyo, Mailchimp, MailerLite

Llama 4 Maverickno first choiceActiveCampaign, Brevo, HubSpot Marketing HubChangedno first choiceno first choiceno first choiceagainst: AWeber, ActiveCampaign, Benchmark Email, Campaigner, Constant Contact, Drip, Email Octopus, GetResponse, Kit, Klaviyo, Mailchimp, Mailjet, Mailmodo, Salesforce Marketing Cloud, SendGrid

Qwen 3.7 FlashAdobe Marketo Engage, Salesforce Marketing Cloud

Three alternatives

ActiveCampaign, HubSpot Marketing Hub, Oracle Eloqua

Salesforce Marketing CloudChanged

Two alternatives

Adobe Campaign Standard / On-Premise, HubSpot Marketing Hub

no first choiceMailerLite, Moosend

Four alternatives

Adobe Marketo Engage, Amazon Pinpoint, Salesforce Marketing Cloud, SendGrid

Salesforce Marketing Cloud

Five alternatives

Adobe Campaign / Experience Platform, Adobe Marketo Engage, Braze, HubSpot Marketing Hub, Oracle Eloqua

against: ActiveCampaign, Campaign Monitor, Iterable, Klaviyo, Mailchimp, Postmark, Resend, SendGridagainst: ActiveCampaign, Adobe Marketo Engage, Mailchimp, Omnisend, Salesforce Marketing Cloud

Kimi K2Adobe Marketo Engage

Two alternatives

HubSpot Marketing Hub, Salesforce Marketing Cloud Account Engagement

Adobe Marketo EngageHeld

Two alternatives

Oracle Eloqua, Salesforce Marketing Cloud Account Engagement

against: HubSpot Marketing HubActiveCampaign

Six alternatives

Adobe Campaign / Adobe Marketing Cloud, Adobe Marketo Engage, Braze, HubSpot Marketing Hub, Klaviyo, Salesforce Marketing Cloud

MailerLite

Two alternatives

Brevo, Customer.io

against: Adobe Campaign, Braze, Flodesk, HubSpot Marketing Hub, Iterable, Oracle Eloqua, Salesforce Marketing CloudAdobe Campaign, HubSpot Marketing Hub, Salesforce Marketing Cloud

Two alternatives

Braze, Iterable

against: Brevo, Constant Contact, Customer.io, HubSpot Marketing Hub, Klaviyo, Mailchimp

GLM 4.7 FlashXno first choice

Six alternatives

Adobe Marketo Engage, Braze, HubSpot Marketing Hub, Microsoft Dynamics 365 Marketing, Oracle Eloqua, Salesforce Marketing Cloud Account Engagement

Salesforce Marketing CloudChanged

Three alternatives

Adobe Marketo Engage, HubSpot Marketing Hub, Oracle Eloqua

HubSpot Marketing Hub

Five alternatives

ActiveCampaign, Adobe Campaign, Brevo, Omnisend, Salesforce Marketing Cloud

HubSpot Marketing Hub

Three alternatives

Adobe Marketo Engage, Iterable, Salesforce Marketing Cloud Account Engagement

against: Klaviyono first choiceagainst: Bluehost, GMass, Google Workspace, Hostgator, HubSpot Marketing Hub, Mailchimp, Microsoft 365, SiteGround

MiniMax M2.5HubSpot Email Marketing, Salesforce Marketing Cloud

Two alternatives

SAP Emarsys, Salesforce Marketing Cloud Account Engagement

Oracle Eloqua, Salesforce Marketing CloudChanged

One alternative

HubSpot Marketing Hub

SAP Emarsys, Salesforce Marketing Cloud

Five alternatives

Adobe Marketo Engage, Braze, Iterable, Klaviyo, Oracle Responsys

Beehiiv

Four alternatives

ActiveCampaign, Adobe Campaign, Brevo, Salesforce Marketing Cloud

against: HubSpot Marketing HubBraze

Three alternatives

ActiveCampaign, HubSpot Marketing Hub, Salesforce Marketing Cloud

against: AWeber, Benchmark Email, Brevo, Constant Contact, Drip, GetResponse, Mailchimp, Mailjet, Omnisend, SendGrid

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

Seventy-two 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`	2026-09-14 23:41	yes	7	7 s
Direct recommendation	GPT-5.4 mini	`gpt-5.4-mini-2026-03-17`	2026-09-15 03:18	yes	3	5 s
Direct recommendation	Gemini 3.5 Flash	`gemini-3.5-flash`	2026-09-15 02:56	yes	11	20 s
Direct recommendation	Perplexity Sonar	`sonar`	2026-09-14 23:11	yes	20	4 s
Direct recommendation	Grok 4.1 Fast	`spacexai/grok-4.1-fast-non-reasoning via vertex`	2026-09-14 23:37	yes	0	7 s
Direct recommendation	Mistral Small	`mistral/mistral-small via mistral`	2026-09-14 23:31	yes	0	9 s
Direct recommendation	DeepSeek V4 Flash	`deepseek/deepseek-v4-flash via deepinfra`	2026-09-15 04:22	yes	0	27 s
Direct recommendation	Llama 4 Maverick	`meta/llama-4-maverick via bedrock`	2026-09-15 00:11	yes	0	2 s
Direct recommendation	Qwen 3.7 Flash	`alibaba/qwen3.7-flash via alibaba`	2026-09-14 23:58	no	0	30 s
Direct recommendation	Kimi K2	`moonshotai/kimi-k2 via novita`	2026-09-15 05:03	yes	0	34 s
Direct recommendation	GLM 4.7 FlashX	`zai/glm-4.7-flashx via zai`	2026-09-15 00:05	yes	0	22 s
Direct recommendation	MiniMax M2.5	`minimax/minimax-m2.5 via minimax`	2026-09-15 03:32	yes	0	16 s
Paraphrase	Claude Haiku 4.5	`claude-haiku-4-5-20251001`	2026-09-15 00:25	yes	6	7 s
Paraphrase	GPT-5.4 mini	`gpt-5.4-mini-2026-03-17`	2026-09-14 23:18	yes	3	5 s
Paraphrase	Gemini 3.5 Flash	`gemini-3.5-flash`	2026-09-15 05:07	yes	12	25 s
Paraphrase	Perplexity Sonar	`sonar`	2026-09-15 03:15	yes	20	18 s
Paraphrase	Grok 4.1 Fast	`spacexai/grok-4.1-fast-non-reasoning via vertex`	2026-09-15 03:24	yes	0	7 s
Paraphrase	Mistral Small	`mistral/mistral-small via mistral`	2026-09-15 02:35	yes	0	7 s
Paraphrase	DeepSeek V4 Flash	`deepseek/deepseek-v4-flash via deepinfra`	2026-09-15 00:11	yes	0	42 s
Paraphrase	Llama 4 Maverick	`meta/llama-4-maverick via bedrock`	2026-09-15 05:01	yes	0	2 s
Paraphrase	Qwen 3.7 Flash	`alibaba/qwen3.7-flash via alibaba`	2026-09-15 01:33	yes	0	17 s
Paraphrase	Kimi K2	`moonshotai/kimi-k2 via novita`	2026-09-14 23:26	yes	0	25 s
Paraphrase	GLM 4.7 FlashX	`zai/glm-4.7-flashx via zai`	2026-09-15 03:01	yes	0	108 s
Paraphrase	MiniMax M2.5	`minimax/minimax-m2.5 via minimax`	2026-09-14 23:33	yes	0	23 s
Comparative	Claude Haiku 4.5	`claude-haiku-4-5-20251001`	2026-09-15 04:18	yes	6	8 s
Comparative	GPT-5.4 mini	`gpt-5.4-mini-2026-03-17`	2026-09-15 03:40	yes	4	7 s
Comparative	Gemini 3.5 Flash	`gemini-3.5-flash`	2026-09-15 04:12	yes	19	31 s
Comparative	Perplexity Sonar	`sonar`	2026-09-15 02:32	yes	20	8 s
Comparative	Grok 4.1 Fast	`spacexai/grok-4.1-fast-non-reasoning via vertex`	2026-09-14 23:39	yes	0	7 s
Comparative	Mistral Small	`mistral/mistral-small via mistral`	2026-09-15 04:03	yes	0	13 s
Comparative	DeepSeek V4 Flash	`deepseek/deepseek-v4-flash via deepinfra`	2026-09-15 03:06	yes	0	50 s
Comparative	Llama 4 Maverick	`meta/llama-4-maverick via bedrock`	2026-09-15 01:05	yes	0	2 s
Comparative	Qwen 3.7 Flash	`alibaba/qwen3.7-flash via alibaba`	2026-09-15 04:29	yes	0	32 s
Comparative	Kimi K2	`moonshotai/kimi-k2 via novita`	2026-09-15 03:40	yes	0	73 s
Comparative	GLM 4.7 FlashX	`zai/glm-4.7-flashx via zai`	2026-09-15 02:16	yes	0	172 s
Comparative	MiniMax M2.5	`minimax/minimax-m2.5 via minimax`	2026-09-15 02:16	yes	0	21 s
Budget constrained	Claude Haiku 4.5	`claude-haiku-4-5-20251001`	2026-09-15 03:31	yes	19	8 s
Budget constrained	GPT-5.4 mini	`gpt-5.4-mini-2026-03-17`	2026-09-15 01:38	yes	2	5 s
Budget constrained	Gemini 3.5 Flash	`gemini-3.5-flash`	2026-09-15 01:47	yes	13	32 s
Budget constrained	Perplexity Sonar	`sonar`	2026-09-15 03:48	yes	20	4 s
Budget constrained	Grok 4.1 Fast	`spacexai/grok-4.1-fast-non-reasoning via vertex`	2026-09-15 02:29	yes	0	9 s
Budget constrained	Mistral Small	`mistral/mistral-small via mistral`	2026-09-15 04:46	yes	0	7 s
Budget constrained	DeepSeek V4 Flash	`deepseek/deepseek-v4-flash via deepinfra`	2026-09-15 02:30	yes	0	35 s
Budget constrained	Llama 4 Maverick	`meta/llama-4-maverick via bedrock`	2026-09-15 04:47	yes	0	2 s
Budget constrained	Qwen 3.7 Flash	`alibaba/qwen3.7-flash via alibaba`	2026-09-15 01:10	yes	0	69 s
Budget constrained	Kimi K2	`moonshotai/kimi-k2 via novita`	2026-09-15 03:08	yes	0	58 s
Budget constrained	GLM 4.7 FlashX	`zai/glm-4.7-flashx via zai`	2026-09-15 02:02	yes	0	93 s
Budget constrained	MiniMax M2.5	`minimax/minimax-m2.5 via minimax`	2026-09-15 00:10	yes	0	33 s
Scale constrained	Claude Haiku 4.5	`claude-haiku-4-5-20251001`	2026-09-15 01:28	yes	16	12 s
Scale constrained	GPT-5.4 mini	`gpt-5.4-mini-2026-03-17`	2026-09-15 04:39	no	0	13 s
Scale constrained	Gemini 3.5 Flash	`gemini-3.5-flash`	2026-09-15 04:27	no	0	16 s
Scale constrained	Perplexity Sonar	`sonar`	2026-09-15 00:19	yes	20	10 s
Scale constrained	Grok 4.1 Fast	`spacexai/grok-4.1-fast-non-reasoning via vertex`	2026-09-15 01:52	yes	0	10 s
Scale constrained	Mistral Small	`mistral/mistral-small via mistral`	2026-09-15 02:22	no	0	11 s
Scale constrained	DeepSeek V4 Flash	`deepseek/deepseek-v4-flash via fireworks`	2026-09-15 03:48	yes	0	29 s
Scale constrained	Llama 4 Maverick	`meta/llama-4-maverick via bedrock`	2026-09-15 02:14	yes	0	2 s
Scale constrained	Qwen 3.7 Flash	`alibaba/qwen3.7-flash via alibaba`	2026-09-15 00:33	yes	0	29 s
Scale constrained	Kimi K2	`moonshotai/kimi-k2 via novita`	2026-09-15 03:42	yes	0	55 s
Scale constrained	GLM 4.7 FlashX	`zai/glm-4.7-flashx via zai`	2026-09-15 00:30	yes	0	92 s
Scale constrained	MiniMax M2.5	`minimax/minimax-m2.5 via minimax`	2026-09-15 03:55	yes	0	17 s
Negative framing	Claude Haiku 4.5	`claude-haiku-4-5-20251001`	2026-09-15 04:26	yes	16	12 s
Negative framing	GPT-5.4 mini	`gpt-5.4-mini-2026-03-17`	2026-09-15 03:02	yes	3	4 s
Negative framing	Gemini 3.5 Flash	`gemini-3.5-flash`	2026-09-15 04:57	yes	8	22 s
Negative framing	Perplexity Sonar	`sonar`	2026-09-15 04:15	yes	20	7 s
Negative framing	Grok 4.1 Fast	`spacexai/grok-4.1-fast-non-reasoning via vertex`	2026-09-14 23:32	yes	0	9 s
Negative framing	Mistral Small	`mistral/mistral-small via mistral`	2026-09-15 02:08	yes	0	13 s
Negative framing	DeepSeek V4 Flash	`deepseek/deepseek-v4-flash via deepinfra`	2026-09-14 23:22	yes	0	44 s
Negative framing	Llama 4 Maverick	`meta/llama-4-maverick via bedrock`	2026-09-14 23:52	yes	0	2 s
Negative framing	Qwen 3.7 Flash	`alibaba/qwen3.7-flash via alibaba`	2026-09-15 00:54	yes	0	67 s
Negative framing	Kimi K2	`moonshotai/kimi-k2 via novita`	2026-09-15 02:38	yes	0	55 s
Negative framing	GLM 4.7 FlashX	`zai/glm-4.7-flashx via zai`	2026-09-15 04:50	yes	0	44 s
Negative framing	MiniMax M2.5	`minimax/minimax-m2.5 via minimax`	2026-09-15 04:24	yes	0	28 s

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

Adobe read as Adobe Campaign

HubSpot read as HubSpot Marketing Hub

HubSpot (Enterprise Tier) read as HubSpot Marketing Hub

HubSpot (Marketing Hub Enterprise) read as HubSpot Marketing Hub

Unresolved, counted raw

Adobe Campaign / Adobe Marketing Cloud

Adobe Campaign / Experience Platform

Adobe Campaign Standard / On-Premise

Bluehost

Evox (WorksBuddy)

Hostgator

HubSpot Email Marketing

IBM Watson Campaign Automation

Interspire Email Marketer

Oracle Fusion Marketing

Salesforce core email features

SiteGround

UniOne

iContact

Discontinued, still offered

No shut-down product was recommended here.

Email marketing platforms for enterprise buyers

By buyer segment

01The standing

Recommended versus criticized

02What they warned about

03What they cite

Sites the answers cite

Pages the answers cite

04How they answered

05The record

Normalization in this category

Also in marketing