GTM AI Index

Index › Vendors › Crescendo.ai · September 2026 Edition

1 category · Named, not ranked

Crescendo.ai

2Judge labels

0First choices

0Negative labels

2 of 12Models named it

1Category

September 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-09-16.3, every buyer segment counted.

Standing

1 label, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. Crescendo.ai was named 1 time in Support chatbots, where Intercom led with 35%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small businessnot named

No model named it for this buyer.

Mid-market72 of 106

under the label threshold

Enterprise77 of 122

under the label threshold

In support chatbots · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading

Standing by category

Every category where a model named Crescendo.ai for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.

Category	Function	Share	Rank	Negative rate	Labels	Quadrant
Chatbots and conversational AI for support	Customer	0%	72 of 106	0%	1	under 10 labels · led by Intercom at 35%

Movement

This is the first edition on this tier, so no move can be computed for Crescendo.ai yet. The next is due October 1, 2026. From the next edition this section shows, per buyer segment, whether its share moved by more than the measured noise floor.

By model

How each model treated Crescendo.ai across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.

Model	Mention	Labels
Claude Haiku 4.5	1	1
GPT-5.4 mini	0	0
Gemini 3.5 Flash	0	0
Perplexity Sonar	0	0
Grok 4.1 Fast	0	0
Mistral Small	0	0
DeepSeek V4 Flash	0	0
Llama 4 Maverick	0	0
Qwen 3.7 Flash	0	0
Kimi K2	0	0
GLM 4.7 FlashX	0	0
MiniMax M2.5	0	0

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.

FramingLabels by classFirst choices

Direct0 labelsNone

Paraphrase0 labelsNone

Comparative2 labelsNone

Budget-constrained0 labelsNone

Scale-constrained0 labelsNone

Negative0 labelsNone

First choiceAlternativeMentionNegative2 labels in all, every segment counted; 0 of the 0 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

No positive label carried a quote.

And against it

Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.

No model argued against it.

Named alongside

The products named in the same answers as Crescendo.ai, over the 2 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Crescendo.ai was named but was not.

ProductSame answerTook the first choice insteadHead to head

Intercom2 of 22Not in the top three

Ada2 of 20Not in the top three

Gorgias2 of 20Not in the top three

Kore.ai2 of 20Not in the top three

Salesforce Agentforce2 of 20Not in the top three

Tidio2 of 20Not in the top three

Zendesk AI Agents2 of 20Not in the top three

Sierra1 of 21Not in the top three

Assembled1 of 20Not in the top three

Cognigy1 of 20Not in the top three

A head-to-head page exists where both products are in a category's top three. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named Crescendo.ai. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 1 of the 2 answers that named Crescendo.ai and are not a share of its labels.

Domains cited

fin.ai1

lindy.ai1

mirrorfly.com1

proprofschat.com1

thecxlead.com1

Five of the five domain citations in answers naming Crescendo.ai came from somebody else's page.

Pages cited

fin.ai/learn/best-ai-chatbots-customer-support1

lindy.ai/blog/best-customer-service-chatbots1

mirrorfly.com/blog/ai-chatbots-for-customer-service1

proprofschat.com/blog/best-ai-chatbots1

proprofschat.com/blog/best-customer-service-chatbots1

thecxlead.com/tools/best-ai-chatbot-for-customer-service1

thecxlead.com/tools/best-chatbots-for-customer-service1

Pages are listed as the models cited them.

Is this your product?

Claim this page

Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Crescendo.ai's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Crescendo.ai, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at crescendo.ai is approved on the spot, any other address is reviewed by hand.

Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.