| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Mobile marketing and push | Marketing | 19% | 2 of 80 | 0% | 23 | accepted challenger | ▼−17Since September 2026: 34% → 17%, −17 points. Past the 11-point floor: movement. Read over the models both editions asked. |
| SMS and WhatsApp marketing platforms | Marketing | 17% | 1 of 111 | 0% | 13 | accepted challenger | |
| Mobile apps | Marketing | 17% | 1 of 117 | 0% | 17 | accepted challenger | ▲+1Since September 2026: 15% → 16%, +1 point. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Customer data platforms | GTM data and infrastructure | 2% | 9 of 61 | 0% | 3 | under 10 labels · led by Segment at 49% | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| In-app messaging and customer communications | Customer | 0% | 22 of 105 | 6% | 17 | accepted challenger | ▼−5Since September 2026: 5% → 0%, −5 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Email marketing platforms | Marketing | 0% | 17 of 66 | 0% | 6 | under 10 labels · led by HubSpot Marketing Hub at 35% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Marketing automation and campaign management | Marketing | 0% | 15 of 59 | 0% | 6 | under 10 labels · led by HubSpot Marketing Hub at 63% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| AI marketing agents | Marketing | 0% | 58 of 157 | 0% | 2 | under 10 labels · led by HubSpot Breeze at 24% | |
| Client onboarding platforms | Customer | 0% | 63 of 104 | 0% | 1 | under 10 labels · led by Rocketlane at 47% | |
| Ecommerce marketing | Marketing | 0% | 67 of 115 | 0% | 1 | under 10 labels · led by HubSpot Marketing Hub at 38% |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Mobile & push | 34% | 17% | ▼−17Since September 2026: 34% → 17%, −17 points. Past the 11-point floor: movement. Read over the models both editions asked. | Moved past the floor | Rank 2 of 80, unchanged |
| SMS & WhatsApp | 0% | 16% | newNew since September 2026: not ranked then, 16% now. | New this edition | Rank 1 of 111, unchanged |
| In-app messaging | 5% | 0% | ▼−5Since September 2026: 5% → 0%, −5 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 6 → 22 of 105 |
| CDP | 0% | 2% | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 16 → 9 of 61 |
| Mobile apps | 15% | 16% | ▲+1Since September 2026: 15% → 16%, +1 point. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 2 → 1 of 117 |
| Email marketing | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 13 → 17 of 66 |
| Marketing automation | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 7 → 15 of 59 |
| AI marketing agents | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 58 of 157, unchanged |
| Client onboarding | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 63 of 104, unchanged |
| Ecommerce marketing | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 67 of 115, unchanged |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 3 | 3 | 2 | 0 | 8 |
| GPT-5.4 mini | 1 | 2 | 1 | 0 | 4 |
| Gemini 3.5 Flash | 4 | 6 | 1 | 0 | 11 |
| Perplexity Sonar | 1 | 2 | 1 | 0 | 4 |
| Grok 4.1 Fast | 1 | 3 | 2 | 0 | 6 |
| Mistral Small | 3 | 1 | 0 | 0 | 4 |
| DeepSeek V4 Flash | 2 | 2 | 3 | 1 | 8 |
| Llama 4 Maverick | 2 | 3 | 4 | 0 | 9 |
| Qwen 3.7 Flash | 2 | 2 | 2 | 0 | 6 |
| Kimi K2 | 2 | 1 | 1 | 0 | 4 |
| GLM 4.7 FlashX | 2 | 1 | 2 | 0 | 5 |
| MiniMax M2.5 | 1 | 1 | 1 | 0 | 3 |
| GPT-6 Luna | 1 | 6 | 0 | 0 | 7 |
| Muse Glimmer 30B | 5 | 2 | 3 | 0 | 10 |
Verbatim evidence the judge attached to positive labels.
“Lifecycle / omnichannel engagement on a B2B budget: Customer.io and CleverTap. Customer.io is often preferred for B2B teams needing easy setup, product-led workflows and transparent pricing” Muse Glimmer 30B · Mobile apps · direct prompt · first choice
“Best for Behavioral Messaging & Lifecycle Marketing: Customer.io ... offers roughly 80% of Braze's core functionality ... at a fraction of the cost.” Gemini 3.5 Flash · Mobile apps · paraphrase prompt · first choice
“the industry consensus for a mid-market B2B company looking for a balance of features, ease of use, and cost-effectiveness is Customer.io” GLM 4.7 FlashX · Mobile & push · direct prompt · first choice
“the industry consensus for the best overall balance of power and usability for mid-market B2B (especially SaaS) is Customer.io” Qwen 3.7 Flash · Mobile & push · direct prompt · first choice
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.
“Event-driven, but costs add up” DeepSeek V4 Flash · In-app messaging · budget prompt · hard negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 187 of the 199 answers that named Customer.io and are not a share of its labels.
385 of the 421 domain citations in answers naming Customer.io came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read September 28, 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.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Glossary or explainer | 326 | 5 | 2026-09-15 | Marketing automation, CDP | |
| Conference or event | 106 | 14 | 2026-10-08 | ||
| Case study | 41 | 4 | 2026-09-01 | ||
| Comparison | 14 | 5 | 2026-09-25 | CDP | |
| Template or tool | 11 | undated | |||
| Blog | 3 | undated | |||
| Report or ebook | 3 | 0 | 2021-02-10 | ||
| Webinar or virtual event | 1 | 0 | 2015-11-12 |
As the event pages on customer.io state them, read September 28, 2026.
Every page customer.io 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.
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.
What Customer.io's own pages state, read September 28, 2026: customer.io, customer.io/security, customer.io/platform, customer.io/customers, customer.io/partners. A claimed page can correct any of them.
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 Customer.io'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 Customer.io, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for Customer.io by email, built from the raw record of the edition. It shows:
Customer.io is among the products AI models recommend first in Mobile marketing and push this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.
AI models recommend Customer.io first in SMS and WhatsApp marketing platforms this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.
AI models recommend Customer.io first in Mobile apps this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.
Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.