GTM AI Index

Index › Products › Meta AI · October 2026 Edition

Meta · 1 category · Named, not ranked

Meta AI

3Judge labels

0First choices

3Negative labels

3 / 14Models named it

1Category

October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10-05.2, every buyer segment counted.

Standing

2 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. Meta AI was named 2 times in Conversational mktg, where Tidio led with 13%. 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-market87 of 87

under the label threshold

Enterprisenot named

No model named it for this buyer.

In conversational mktg · 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 Meta 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	Since September 2026
Conversational marketing platforms	Marketing	0%	87 of 87	100%	2	under 10 labels · led by Tidio at 13%

Movement

This is the first edition on this tier, so no move can be computed for Meta AI yet. From the next edition this section shows, per buyer segment and per category, whether its share moved by more than the measured noise floor.

By model

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

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Model	Negative	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
GPT-6 Luna	0	0
Muse Glimmer 30B	1	1

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

Comparative0 labelsNone

Budget-constrained0 labelsNone

Scale-constrained0 labelsNone

Negative3 labelsNone

First choiceAlternativeMentionNegative3 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.

“Meta AI has no opt-out for US users, and from December 16, 2025, AI chats feed Meta's ad targeting” Claude Haiku 4.5 · Conversational mktg · negative prompt · soft negative

“Meta AI stands out in particular, harvesting 33 of 35 possible data types” Muse Glimmer 30B · Conversational mktg · negative prompt · soft negative

Named alongside

The products named in the same answers as Meta AI, over the 3 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Meta AI was named but was not.

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ProductSame answerTook the first choice insteadHead to head

ChatGPT2 of 30Not among the top eight

Google Gemini2 of 30Not among the top eight

Chatfuel1 of 30Not among the top eight

DeepSeek1 of 30Not among the top eight

Drift1 of 30Not among the top eight

Grok1 of 30Not among the top eight

HubSpot Free Chat1 of 30Not among the top eight

Intercom1 of 30Not among the top eight

LiveChat1 of 30Not among the top eight

ManyChat1 of 30Not among the top eight

A head-to-head page exists where both products are among a category's top eight. 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 Meta AI. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 3 of the 3 answers that named Meta AI and are not a share of its labels.

Domains cited

marketing-interactive.com2

1mind.com1

agentiveaiq.com1

arxiv.org1

blog.9cv9.com1

blog.cloudflare.com1

botpenguin.com1

botsquad.ai1

campaignmonitor.com1

captaincompliance.com1

Eleven of the eleven domain citations in answers naming Meta AI came from somebody else's page.

Pages cited

marketing-interactive.com/are-ai-chatbots-building-the-next-walled-garden2

1mind.com/blog-articles/the-6-best-conversational-marketing-platforms-in-20261

agentiveaiq.com/blog/is-your-ai-chat-app-safe-security-explained1

arxiv.org/pdf/2511.123771

arxiv.org/pdf/2601.181251

blog.9cv9.com/top-11-conversational-marketing-platforms-in-20251

blog.cloudflare.com/response-to-salesloft-drift-incident1

botpenguin.com/comparisons/intercom-vs-manychat1

Pages are listed as the models cited them.

Follow Meta AI

An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.

Already following? Everything you follow, with a stop for each.

The company

Meta Platforms is the company behind Meta AI.

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On record

Wikidata

Website: meta.com
Headquarters: Menlo Park, United States
Founded: 2004
Employees: about 58,604 (2020)
Ownership: Public, META on Nasdaq
Also from Meta: Meta (Facebook) Ads, Meta (Facebook/Instagram) Video Ads, Meta Ad Library, Meta Ads, Meta Advanced Analytics, Meta Advantage+, Meta Advantage+ App Campaigns, Meta Attribution and 11 more

Fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata · LinkedIn · Crunchbase

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 Meta 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 Meta AI, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

What a new claim receivesHide what a new claim receives

A new claim receives the current edition's vendor brief for Meta AI by email, built from the raw record of the edition. It shows:

where Meta AI is named, by buyer and by framing, and which cells hold its first choices;
the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
its vocabulary against the segment leader's, and the pages the models cited;
who was chosen in the answers that did not name Meta AI, and every reason the record gives;
a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
one page of published figures cleared to show a buyer.