Every category where a model named Vibes 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
SMS and WhatsApp marketing platforms	Marketing	0%	44 of 111	0%	2	under 10 labels · led by Customer.io at 17%
Mobile marketing and push	Marketing	0%	56 of 80	0%	1	under 10 labels · led by OneSignal at 45%	=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.

Movement

This is the first edition on this tier, so no move can be computed for Vibes 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 Vibes across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

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Model	Alternative	Mention	Labels
Claude Haiku 4.5	0	0	0
GPT-5.4 mini	0	0	0
Gemini 3.5 Flash	0	0	0
Perplexity Sonar	1	0	1
Grok 4.20	0	0	0
Mistral Small	0	0	0
DeepSeek V4 Flash	0	1	1
Llama 4 Maverick	0	0	0
Qwen 3.7 Flash	0	0	0
Kimi K2	0	0	0
GLM 4.7 FlashX	0	0	0
MiniMax M2.5	0	1	1
GPT-6 Luna	0	0	0
Muse Glimmer 30B	0	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

Direct11 labels1

Paraphrase0 labelsNone

Comparative10 labels2not counted in share

Budget-constrained5 labels2

Scale-constrained2 labelsNone

Negative5 labelsNone

First choiceAlternativeMentionNegative33 labels in all, every segment counted; 3 of the 5 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.

“Best if you need enterprise-style omnichannel scale: Vibes” Perplexity Sonar · SMS & WhatsApp · direct prompt · alternative

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 Vibes, over the 33 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Vibes was named but was not.

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ProductSame answerTook the first choice insteadHead to head

Braze23 of 3312Not among the top eight

Iterable12 of 332Not among the top eight

Twilio12 of 332Not among the top eight

Attentive12 of 330Not among the top eight

OneSignal10 of 331Not among the top eight

Airship9 of 331Not among the top eight

Sinch7 of 331Not among the top eight

Infobip6 of 330Not among the top eight

Twilio Programmable Messaging6 of 330Not among the top eight

Customer.io5 of 331Not 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 Vibes. 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 33 of the 33 answers that named Vibes and are not a share of its labels.

Domains cited

vibes.comYour site28

g2.com22

salesmessage.com14

slicktext.com14

getvero.com11

infobip.com11

courier.com10

learn.g2.com10

attentive.com9

sender.net9

110 of the 138 domain citations in answers naming Vibes came from somebody else's page.

Pages cited

vibes.com/blog/best-sms-marketing-platforms25

salesmessage.com/blog/best-sms-marketing-software14

g2.com/categories/sms-marketing/enterprise11

slicktext.com/blog/2025/10/best-sms-marketing-platforms11

courier.com/blog/top-push-notification-platforms10

getvero.com/resources/top-6-sms-marketing-platforms-for-b2b-in-202610

infobip.com/blog/best-sms-marketing-software-platforms10

attentive.com/blog/best-sms-marketing-platforms9

Pages are listed as the models cited them.

Search and answers

vibes.com is not in Google's top ten for any of the category's searches. In the answers, Vibes takes 0% of first choices and Customer.io takes 17%.

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In search

Google, US estimates

Position for “sms marketing platform”

–

not in the top ten

Position for “best sms marketing platform”

–

not in the top ten

Searches for its name, Google: 90,500 a month (“vibes”)
AI search demand for its name, est.: 61,094 a month
Organic visits to its site: about 15,318 a month
Searches its site ranks for: 1,209 · 75 in the top three
Sites linking to it: 1,586
Paid Google search: No ads found in the estimate; that does not mean it runs none

Ads on GoogleDetailLess

120+ ads · 100 text, 12 image, 8 video · 79 shown in the last 30 days

First shown November 2021, as Q2 Marketing, verified. Ads started 2025-11 to 2026-10: 24 in the year, 96 before.

On Google's pages: 1 2 3 4

In answers

This edition

Share of first choices

rank 44 of 111 in SMS & WhatsApp

Segment leader

17%

Customer.io

First choices: 3 across its categories
Named in: 33 answers
Its own site cited: in 33 of the answers that named it

Search figures are US estimates from DataForSEO, read October 5, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.

What it publishes

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Addresses on vibes.com

291

subdomains included

Content

179

counted in the table below

Documentation

Product · Integration

27 · 3

Kind	Pages	Last 90 days	Latest	Categories named
Blog	87	50	2026-09-29	Mobile apps
Podcast or video	24	11	2026-09-11
Webinar or virtual event	23	16	2026-09-11
Case study	22	20	2026-09-11
Comparison	10	6	2026-09-28	Mobile apps
Conference or event	5	undated
Report or ebook	4	1	2026-09-11
Glossary or explainer	4	4	2026-09-28

Most recent

2026-09-29Mobile wallet marketing blog
2026-09-28A 98 approval rate and mere weeks to launch rcs why your legacy messaging provider cant match vibes blog
2026-09-28Mobile wallet loyalty cards blog
2026-09-28Personalized sms marketing blog
2026-09-28Pumpkin spice who 6 fall rcs marketing campaigns that actually stand out blog
2026-09-28Rcs business messaging blog

How it is countedHide how it is counted

Every page vibes.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.

Follow Vibes

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

Vibes is its own company.

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In its own words

Stated by the vendor, not checked

Positioning: Vibes' mobile-first platform creates personal, revenue-driving and long-term mobile engagement between consumers and the world-class brands they love.
vibes.com
For: brands and businesses
vibes.com
Price stated: fair vibes.com
Starting price: Starting at $149/month vibes.com/pricing
Certifications: SOC 2 Type 2GDPRCCPACPRASOC 3
Customers named: ChipotlePolo Ralph LaurenKohl'sHibbettKBP BrandsLettuce Entertain You RestaurantsIDTTopgolf
Not stated on the pages read: Free plan or trial, integrations, hosting

What Vibes's own pages state, read October 5, 2026: vibes.com, vibes.com/pricing, trust.vibes.com, vibes.com/platform, vibes.com/resources/customer-stories. A claimed page can correct any of 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 Vibes'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 Vibes, 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 Vibes by email, built from the raw record of the edition. It shows:

where Vibes 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 Vibes, 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.