| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Pricing optimization | Revenue operations | 53% | 1 of 76 | 4% | 50 | endorsed leader |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 2 | 1 | 0 | 0 | 3 |
| GPT-5.4 mini | 3 | 1 | 0 | 0 | 4 |
| Gemini 3.5 Flash | 2 | 0 | 1 | 1 | 4 |
| Perplexity Sonar | 2 | 0 | 2 | 0 | 4 |
| Grok 4.1 Fast | 4 | 0 | 1 | 0 | 5 |
| Mistral Small | 2 | 0 | 0 | 0 | 2 |
| DeepSeek V4 Flash | 2 | 1 | 1 | 0 | 4 |
| Llama 4 Maverick | 1 | 0 | 2 | 0 | 3 |
| Qwen 3.7 Flash | 1 | 1 | 1 | 0 | 3 |
| Kimi K2 | 2 | 0 | 2 | 0 | 4 |
| GLM 4.7 FlashX | 1 | 2 | 0 | 0 | 3 |
| MiniMax M2.5 | 2 | 1 | 1 | 0 | 4 |
| GPT-6 Luna | 2 | 0 | 1 | 0 | 3 |
| Muse Glimmer 30B | 2 | 1 | 0 | 1 | 4 |
Verbatim evidence the judge attached to positive labels.
“My recommendation: Start with a Pricefx demo for mid-market B2B companies, as it offers the best balance of enterprise functionality, implementation speed” GLM 4.7 FlashX · Pricing optimization · direct prompt · first choice
“Pricefx is a cloud-native price optimization platform that targets mid-market and enterprise B2B companies, known for faster implementation times” Claude Haiku 4.5 · Pricing optimization · direct prompt · first choice
“Frequently mentioned as a leading AI-powered pricing optimization platform specifically designed for mid-market and enterprise organizations.” MiniMax M2.5 · Pricing optimization · direct prompt · first choice
“Pricefx and Vendavo are leaders for large enterprises, especially in B2B, with strong analytics and integration capabilities.” Mistral Small · Pricing optimization · comparative 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.
“Standalone tools such as Zilliant, Vendavo, Pricefx, PROS are typically $100K-$500K+ annually... not before.” Muse Glimmer 30B · Pricing optimization · scale prompt · soft negative
“Enterprise-grade pricing platforms (like Pricefx, Vendavo, or Zilliant) often start at $100,000+ per year.” Gemini 3.5 Flash · Pricing optimization · budget 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 146 of the 146 answers that named Pricefx and are not a share of its labels.
590 of the 590 domain citations in answers naming Pricefx 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 |
|---|---|---|---|---|---|
| Case study | 38 | undated | |||
| Blog | 22 | 1 | 2026-07-23 | ||
| Report or ebook | 15 | 5 | 2026-07-23 | ||
| News or press | 14 | 14 | 2026-08-26 | ||
| Webinar or virtual event | 6 | undated | |||
| Glossary or explainer | 1 | 1 | 2026-07-23 |
Every page pricefx.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 Pricefx's own pages state, read October 5, 2026: pricefx.com, pricefx.com/platform, pricefx.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 Pricefx'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 Pricefx, 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 Pricefx by email, built from the raw record of the edition. It shows:
Every AI model in the set recommends Pricefx first in Pricing optimization 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.