| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Product information management | Revenue operations | 23% | 3 of 68 | 9% | 32 | accepted challenger | |
| Digital asset management | Marketing | 0% | 35 of 70 | 0% | 1 | under 10 labels · led by Canto at 45% | newNew since September 2026: not ranked then, 0% now. |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 1 | 0 | 0 | 2 |
| GPT-5.4 mini | 1 | 1 | 1 | 1 | 4 |
| Gemini 3.5 Flash | 1 | 1 | 0 | 0 | 2 |
| Perplexity Sonar | 1 | 0 | 1 | 1 | 3 |
| Grok 4.1 Fast | 2 | 0 | 1 | 0 | 3 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 2 | 0 | 1 | 0 | 3 |
| Llama 4 Maverick | 1 | 0 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 2 | 0 | 0 | 2 |
| Kimi K2 | 1 | 0 | 1 | 0 | 2 |
| GLM 4.7 FlashX | 1 | 3 | 0 | 0 | 4 |
| MiniMax M2.5 | 0 | 2 | 0 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 1 | 1 | 1 | 1 | 4 |
Verbatim evidence the judge attached to positive labels.
“If you want a PIM that is powerful enough for B2B but doesn't require a master's degree in data science to run, Sales Layer is highly rated.” Gemini 3.5 Flash · PIM · direct prompt · first choice
“Need speed to value with low IT overhead: Sales Layer or Plytix. Both are SaaS-first with rapid onboarding and B2B sharing features.” Muse Glimmer 30B · PIM · direct prompt · first choice
“If you want a single recommendation without more detail: choose Sales Layer for a typical mid-market B2B company.” GPT-5.4 mini · PIM · direct prompt · first choice
“Sales Layer edges out as a frequent top pick for B2B mid-market due to its speed, B2B focus, and high reviews” Grok 4.1 Fast · PIM · 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.
“Probably not ideal on a tight budget: ... Salsify, Inriver, Sales Layer enterprise” GPT-5.4 mini · PIM · budget prompt · soft negative
“More niche and less budget-focused than Plytix” Perplexity Sonar · PIM · budget prompt · soft negative
“Sales Layer and Bluestone for unclear pricing” Muse Glimmer 30B · PIM · 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 80 of the 80 answers that named Sales Layer and are not a share of its labels.
382 of the 382 domain citations in answers naming Sales Layer 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 | 356 | 1 | 2026-07-31 | PIM, DAM | |
| Report or ebook | 52 | 3 | 2026-08-25 | PIM | |
| Webinar or virtual event | 49 | undated | PIM | ||
| Glossary or explainer | 31 | 2 | 2026-08-19 | PIM | |
| Comparison | 14 | 0 | 2018-04-24 | PIM, DAM | |
| Conference or event | 11 | undated | PIM | ||
| Case study | 9 | undated | |||
| Template or tool | 4 | undated | |||
| Podcast or video | 2 | undated | PIM |
Every page saleslayer.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.
What Sales Layer's own pages state, read October 5, 2026: saleslayer.com, saleslayer.com/pricing, trust.saleslayer.com, saleslayer.com/features/api, saleslayer.com/partners/marketplace. 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 Sales Layer'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 Sales Layer, 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 Sales Layer by email, built from the raw record of the edition. It shows:
Sales Layer is among the products AI models recommend first in Product information management 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.