| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Experimentation and personalization | Marketing | 0% | 26 of 71 | 38% | 24 | criticized challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Ecommerce search and merchandising | Marketing | 0% | 33 of 74 | 25% | 4 | under 10 labels · led by Algolia at 25% |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Experimentation | 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 17 → 26 of 71 |
| Ecommerce search | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 33 of 74, 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 | 0 | 1 | 1 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 1 | 1 | 2 |
| Gemini 3.5 Flash | 0 | 1 | 1 | 0 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 2 | 1 | 4 |
| Mistral Small | 0 | 1 | 0 | 1 | 2 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 3 | 4 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 0 | 1 | 1 | 2 | 4 |
| GLM 4.7 FlashX | 0 | 0 | 2 | 0 | 2 |
| MiniMax M2.5 | 0 | 1 | 0 | 1 | 2 |
| GPT-6 Luna | 0 | 0 | 1 | 0 | 1 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“Dynamic Yield is a personalization and experimentation platform with deep roots in A/B testing and multivariate experimentation for ecommerce sites” Claude Haiku 4.5 · Experimentation · comparative prompt · alternative
“Delivers AI-native personalization across web, apps, email, kiosks, and call centers from a unified customer view” Muse Glimmer 30B · Experimentation · comparative prompt · alternative
“E-commerce brands needing real-time personalization & recommendations → Dynamic Yield or Monetate” DeepSeek V4 Flash · Experimentation · comparative prompt · alternative
“For Enterprise Organizations: Optimizely, Dynamic Yield, or Monetate offer comprehensive suites” MiniMax M2.5 · Experimentation · comparative prompt · alternative
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.
“Charge enterprise prices without transparency (Dynamic Yield, Adobe Target)” DeepSeek V4 Flash · Experimentation · negative prompt · hard negative
“Priced for large ecommerce/retail; no public pricing; requires sales call; weak for anonymous B2B visitors” Kimi K2 · Experimentation · paraphrase prompt · soft negative
“Dynamic Yield was acquired by Mastercard, then sold to McKinsey — vendor changes can affect roadmaps.” DeepSeek V4 Flash · Experimentation · scale prompt · soft negative
“Platforms with uncertain ownership trajectories (noted: Dynamic Yield changed hands multiple times)” MiniMax M2.5 · Experimentation · negative prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 64 of the 69 answers that named Dynamic Yield and are not a share of its labels.
213 of the 213 domain citations in answers naming Dynamic Yield 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 |
|---|---|---|---|---|---|
| Blog | 450 | undated | Experimentation, Landing pages | ||
| Glossary or explainer | 135 | undated | CRM, CDP | ||
| Case study | 51 | undated | |||
| Report or ebook | 35 | undated | |||
| Conference or event | 16 | undated | |||
| Template or tool | 8 | undated | SEO | ||
| Comparison | 6 | undated | |||
| News or press | 2 | undated | |||
| Webinar or virtual event | 1 | undated | |||
| Podcast or video | 1 | undated |
Every page dynamicyield.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.
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.
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
What Dynamic Yield's own pages state, read September 28, 2026: dynamicyield.com, dynamicyield.com/security, dynamicyield.com/platform-privacy-policy, dynamicyield.com/case-studies, dynamicyield.com/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 Dynamic Yield'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 Dynamic Yield, 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 Dynamic Yield by email, built from the raw record of the edition. It shows: