1 category · RankedInriver PIM
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Product information management | Revenue operations | 2% | 6 of 68 | 18% | 38 | accepted challenger |
Movement
By model
How each model treated Inriver PIM across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 1 | 1 | 0 | 1 | 3 |
| Gemini 3.5 Flash | 0 | 4 | 0 | 2 | 6 |
| Perplexity Sonar | 1 | 0 | 1 | 0 | 2 |
| Grok 4.1 Fast | 0 | 3 | 1 | 0 | 4 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 3 | 0 | 1 | 4 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 1 | 0 | 2 |
| Kimi K2 | 0 | 3 | 0 | 1 | 4 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 1 | 2 |
| MiniMax M2.5 | 1 | 1 | 1 | 0 | 3 |
| GPT-6 Luna | 0 | 2 | 1 | 1 | 4 |
| Muse Glimmer 30B | 0 | 1 | 1 | 0 | 2 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“I'd recommend Inriver if your catalog is moderately to highly complex, multi-brand, or multi-market” Perplexity Sonar · PIM · paraphrase prompt · first choice
“Choose inriver if you want a strong all-in-one SaaS PIM/PXM with syndication.” GPT-5.4 mini · PIM · comparative prompt · first choice
“Most shortlists include Akeneo, Pimcore, and inRiver as top contenders” MiniMax M2.5 · PIM · comparative prompt · first choice
“Choose inriver if you are a manufacturer needing to manage parts, technical specifications, and B2B distributor catalogs.” Gemini 3.5 Flash · PIM · comparative prompt · alternative
And against it
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.
“Enterprise-grade PIMs (such as Salsify, inriver, or Akeneo Enterprise) can easily cost tens of thousands of dollars a year.” Gemini 3.5 Flash · PIM · budget prompt · soft negative
“Inriver for mid-market budgets... Avoid if: You're a mid-market company (not enterprise)” DeepSeek V4 Flash · PIM · negative prompt · soft negative
“Higher cost: Users report it's "much more expensive than other systems on the market"” Kimi K2 · PIM · negative prompt · soft negative
“Probably not ideal on a tight budget: ... Salsify, Inriver, Sales Layer enterprise” GPT-5.4 mini · PIM · budget prompt · soft negative
Named alongside
The products named in the same answers as Inriver PIM, over the 115 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Inriver PIM was named but was not.ShowHide
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 108 of the 115 answers that named Inriver PIM and are not a share of its labels.
Domains cited
355 of the 442 domain citations in answers naming Inriver PIM came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
inriver.com is not in Google's top ten for any of the category's searches. In the answers, Inriver PIM takes 2% of first choices and Plytix takes 34%.ShowHide
Search and answers
In search
Google, US estimates- Searches for its name, Google
- 210 a month (“inriver pim”)
- AI search demand for its name, est.
- 4 a month
- Organic visits to its site
- about 5,120 a month
- Searches its site ranks for
- 1,404 · 125 in the top three
- Sites linking to it
- 2,558
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
In answers
This edition- First choices
- 16 across its categories
- Named in
- 115 answers
- Its own site cited
- in 108 of the answers that named it
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.
What it publishes
ShowHide
What it publishes
ShowHide| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 399 | 35 | 2026-10-01 | PIM, Enrichment | |
| Case study | 63 | 1 | 2026-08-27 | PIM | |
| News or press | 50 | 1 | 2026-08-05 | PIM | |
| Comparison | 22 | 3 | 2026-09-09 | PIM | |
| Glossary or explainer | 18 | 2 | 2026-08-14 | PIM | |
| Conference or event | 15 | 10 | 2026-09-24 | DAM | |
| Webinar or virtual event | 10 | 3 | 2026-09-11 | PIM | |
| Template or tool | 4 | 0 | 2025-11-24 | PIM | |
| Report or ebook | 3 | 0 | 2026-05-13 | PIM | |
| Podcast or video | 1 | 0 | 2026-02-16 |
Most recent
- 2026-10-01Human ai strategy blog
- 2026-09-30Ai features ai operating model pim blog
- 2026-09-28Ai autonomy product content workflows blog
- 2026-09-25Ai agents product operations governance blog
- 2026-09-24B2b online atlanta 2026 conference or event
- 2026-09-24Product data maturity by geo blog
Events in person
- October 6, 2026Product Content Europe 2026NBC Green Village, Nieuwegein, Netherlands · sponsors
- October 5, 2026 to October 7, 2026SAP CX Connect 2026Las Vegas Convention Center, Las Vegas, US · sponsored
As the event pages on inriver.com state them, read October 5, 2026.
How it is countedHide how it is counted
Every page inriver.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.
Names read as Inriver PIM
Follow Inriver PIM
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.
Claim this page
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 Inriver PIM'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 Inriver PIM, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
What a new claim receivesHide what a new claim receives
A new claim receives the current edition's vendor brief for Inriver PIM by email, built from the raw record of the edition. It shows:
- where Inriver PIM is named, by buyer and by framing, and which cells hold its first choices;
- the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
- its vocabulary against the segment leader's, and the pages the models cited;
- who was chosen in the answers that did not name Inriver PIM, and every reason the record gives;
- a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
- one page of published figures cleared to show a buyer.