Index › GTM › Products › ChatGPT · November 2026 Edition
8 categories · Ranked

ChatGPT

ChatGPT is an AI assistant from OpenAI used for drafting text, brainstorming content outlines, writing social captions, and repurposing long-form blogs · openai.com ↗

#8Best rank (small business)
12/14Models named it
6First choices
27Warnings
November 2026 Edition · all company sizes counted.
Ranked inAI marketing agents #8 small businessProposal software #69RFP response software #64Chatbots and conversational AI for support #95Competitive intelligence tools #98Content marketing platforms #61
2 more
Address verification tools #58Knowledge base and self-service #102

Gane, the publisher, sells software in AI marketing agents, Competitive intel and Content marketing, where this product is measured. It is measured there by the same method as every other product. How the conflict is handled.

What AI models recommend in AI marketing agents

Read the same way at every company size.

The standing depends on who is buying. Every model is asked the same questions for each company size.

Why models recommend it

“Start with the Mailchimp Free Plan for emails and ChatGPT Free for writing. This covers 80% of a small business's needs at $0 cost.”GLM 4.7 FlashX · Budget-constrained question · first choice
“The Best "Generalist" Agent: ChatGPT (or Claude) ... this is your base agent”Qwen 3.7 Flash · Budget-constrained question · first choice
“Best Overall Value & Versatility: ChatGPT Plus or Claude Projects”Gemini 3.5 Flash · Budget-constrained question · first choice
“ChatGPT Free - for content and brainstorming”MiniMax M2.5 · Budget-constrained question · first choice

What gives them pause

“ChatGPT, Claude, and Gemini are not, by themselves, customer-support platforms with ticketing, controlled knowledge access, routing, or operational handoff.”Perplexity Sonar · Negative question · warning
“such as those using Large Language Models (LLMs) like ChatGPT, Claude, Gemini, and Deepseek, can be unpredictable and inaccurate”Llama 4 Maverick · Negative question · warning
“Be cautious with general-purpose AI tools like ChatGPT (or similar LLMs from OpenAI, Anthropic, Google, etc.) for RFP responses.”Grok 4.20 · Negative question · warning
“not suitable for managing governed RFP responses, especially when it comes to accuracy, approvals, and auditability”Llama 4 Maverick · Negative question · warning

Also on the shortlist

The products named in the same answers as ChatGPT, over the 62 answers that named it, and how often each was the first choice instead.

A side-by-side page exists where both products are among a category's top eight.

At a glance

Stated on ChatGPT's own site, not checked by Gane.

For
businesses and enterprise customers
Price stated
Standard seat: $20/ month; Premium seat: $100/ month; Enterprise: Custom pricing
Starting price
20
Free plan or trial
The free version of ChatGPT is available to everyone.
Certifications
SOC 2 Type II, ISO 27001, ISO 27017, ISO 27018, ISO 27701
Hosting
US, EU, UK, JP, CA, KR, SG, IN
Customers named
Morgan Stanley, PwC, Robinhood, Square, Zendesk, Amgen, Bain & Company, Datadoghq
Visit openai.com ↗

How this is measured

Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.

Gane sells AI visibility software. No company can pay to change a result.

Read the method →

Sources returned with these answers

The sites and pages the answers that named ChatGPT came back with. A fact about retrieval, not a cause of the answer.

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. These counts come from 58 of the 62 answers that named ChatGPT and are not a share of its labels.

Domains cited

g2.com15
gane.ai/indexpublisher (Gane)14
kite.ai11
fitsmallbusiness.com10
capterra.com9
blog.hubspot.com8
linkedin.com8
simplified.com7
toolradar.com7
tribble.ai6

Eighty-one of the ninety-five domain citations in answers naming ChatGPT came from a third party's page. Fourteen were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on ChatGPT across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash11114
Perplexity Sonar00011
Grok 4.2001034
Mistral Small01012
DeepSeek V4 Flash00000
Llama 4 Maverick00033
Qwen 3.7 Flash10102
Kimi K200101
GLM 4.7 FlashX10113
MiniMax M2.510001
GPT-6 Luna00000
Muse Glimmer 30B00213