| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Email deliverability and testing tools | Marketing | 0% | 26 of 110 | 23% | 22 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 1 | 2 |
| GPT-5.4 mini | 0 | 2 | 1 | 1 | 4 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 1 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 3 | 0 | 0 | 3 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 0 | 1 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 2 | 0 | 1 | 3 |
| Muse Glimmer 30B | 0 | 2 | 0 | 0 | 2 |
Verbatim evidence the judge attached to positive labels.
“Rendering previews across 100+ email clients, automated QA checklist, with a deliverability upgrade.” Muse Glimmer 30B · Email deliverability · comparative prompt · alternative
“consider Litmus instead: it combines previews across 100+ clients with spam testing” GPT-6 Luna · Email deliverability · paraphrase prompt · alternative
“If your team prioritizes rendering over placement, consider Litmus as a close second.” Grok 4.1 Fast · Email deliverability · paraphrase prompt · alternative
“Litmus is the premium industry heavyweight... However, it comes with a high price tag” Gemini 3.5 Flash · Email deliverability · 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.
“Litmus, for example, positions spam testing as part of QA and blocklist/authentication checks, not a guarantee.” GPT-5.4 mini · Email deliverability · negative prompt · soft negative
“Litmus is the giant in this space, but its pricing scales aggressively for collaborative marketing teams” Gemini 3.5 Flash · Email deliverability · paraphrase prompt · soft negative
“Litmus, for example, describes collection, storage, and sharing of information in its privacy policy.” GPT-6 Luna · Email deliverability · negative prompt · soft negative
“Litmus covers these lightly but isn't purpose-built for them.” Claude Haiku 4.5 · Email deliverability · 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 73 of the 77 answers that named Litmus and are not a share of its labels.
249 of the 249 domain citations in answers naming Litmus came from somebody else's page.
Pages are listed as the models cited them.
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.
| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 1,081 | 7 | 2026-09-02 | CRM, Email marketing | |
| Webinar or virtual event | 60 | 0 | 2022-02-16 | ||
| Case study | 57 | undated | |||
| News or press | 47 | undated | |||
| Comparison | 19 | 0 | 2024-10-18 | ||
| Conference or event | 17 | undated | |||
| Report or ebook | 11 | 0 | 2017-03-13 | ||
| Glossary or explainer | 9 | 0 | 2026-07-02 | ||
| Template or tool | 7 | 0 | 2022-09-20 |
Every page litmus.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 October 5, 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.
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 Litmus'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 Litmus, 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 Litmus by email, built from the raw record of the edition. It shows: