Gatekeeper was the one product ChatGPT and Gemini could agree on: it was named in 5 of the 6 answers we collected for "vendor management software" on 2026-08-06, more than any other tool by a wide margin.
Here is how we ran it. We put six real buyer questions to ChatGPT and Gemini, gave each answer one live web search, and wrote down every product they named and every source domain they pulled from. Across all six answers, 22 different product names came up. Only one of them, Gatekeeper, showed up in more than half.
Below Gatekeeper sits a four-way tie at 3 of 6 answers each: SAP Ariba, TITAN AI, UpGuard Vendor Risk, and Venminder. That is the real shortlist a buyer would see if they asked a few times: one clear leader and four names that come and go. Notice the mix, one procurement suite (SAP Ariba) sitting next to three risk and compliance tools (TITAN AI, UpGuard, Venminder). "Vendor management" means two different things to these assistants, and both live near the top.
The long tail is where most of the category actually sits. Of the 22 products named, only 7 were named in more than one answer, and the other 15 appeared in exactly one of the six. Coupa, Workday, ServiceNow, and QuickBooks each surfaced once and never again. Being a large, well-known vendor did not buy a second mention. In this data a product is either in the sources for a given question or it is invisible for that question.
How the shortlist changed across the six questions
The single most important thing in this data: the winner of the plain "best vendor management software" question was not Gatekeeper. Gatekeeper was absent from that answer entirely. The bare "best" query returned eight names, and all eight were enterprise procurement and ITSM suites: SAP Ariba, Coupa, Rippling, SAP Fieldglass, ServiceNow, OneTrust, Workday, and QuickBooks. Six of those eight (Coupa, SAP Fieldglass, ServiceNow, OneTrust, Workday, QuickBooks) appeared in this one question and nowhere else in the run.
Change one word and the list changes with it. "Best free vendor management software" produced the shortest answer of all, just 4 products: Zoho Creator, Softr, Gatekeeper, and SimpleVMS. Two of those, Zoho Creator and SimpleVMS, showed up only in the "free" question. The word "free" swapped the enterprise suites for low-code app builders (Zoho Creator, Softr) that a small team can stand up themselves.
"Most affordable" is not the same question as "free," and the answer proves it. The affordable query returned six products: Gatekeeper, Venminder, Kodiak Hub, GEP SMART, TITAN AI, and UpGuard Vendor Risk, a set dominated by risk and procurement tools, with Kodiak Hub and GEP SMART appearing only here. The one product that bridged "free" and "affordable" was Gatekeeper. So the two budget-minded questions a buyer is most likely to ask returned almost completely different lists, and a vendor optimizing for one of them would still miss the other.
The two conversational phrasings behaved alike. "What vendor management software should I use" and "vendor management software recommendations" both leaned into risk tools, sharing Venminder, UpGuard Vendor Risk, and TITAN AI across both answers. This is also where the double-labelling shows up: Black Kite was named once as "Black Kite Third Party Risk" in the "should I use" answer and once as "Black Kite Third Party Risk Intelligence Platform" in the recommendations answer. Same company, two different strings, so it never accumulates a count that reflects its real presence.
The source map: who fed the answers
Two domains tied as the most-cited source, each appearing in all 6 answers: reddit.com and gatekeeperhq.com. That second one is the headline. Gatekeeper's own website was pulled into every single answer, and Gatekeeper the product led the whole category at 5 of 6. When a vendor's own domain is in the sources, its product tends to be in the answer.
That pattern repeats down the list. Six vendor-owned domains fed these answers, and every one of those vendors got named at least once: gatekeeperhq.com (Gatekeeper, 5 mentions), softr.io (Softr, 2), rippling.com (Rippling, 2), kodiakhub.com (Kodiak Hub, 1), zoho.com (Zoho Creator, 1), and spendflo.com (Spendflo, 1). Presence in the source list tracked with getting picked.
Community threads and independent roundups carried the rest. Reddit was in all 6 answers, and no other community site appeared at all, no Quora anywhere. Vendor-run roundup blogs did heavy lifting: cobblestonesoftware.com in 5 answers, gartner.com in 4, compliancequest.com in 3. Review directories were present but not decisive: g2.com appeared in 3 of 6 answers and getapp.co.uk in 1, while Capterra never appeared once. A category buyer would assume G2 and Capterra settle these lists. In this data, a single Reddit thread and a vendor's own blog outweighed them.
What a vendor in this category would do to get named
Get into those exact sources. The data says the path to being named runs through a small, nameable set of pages: your own domain (it fed 6 of 6 answers for Gatekeeper), the Reddit threads the assistants read (6 of 6), and the roundup blogs like CobbleStone (5 of 6) and Gartner (4 of 6). It does not run through having the most customers.
This is the useful, uncomfortable part: the source list, not market share, decides who gets named. Coupa and Workday are far larger companies than Gatekeeper and were each named once, only in the bare "best" answer. Twelve months of ad spend does not put you in a Reddit reply. One well-ranked comparison page on your own domain, cited the way gatekeeperhq.com was in all 6 answers, can. The lever is which pages the assistants retrieve, and that is a list you can actually work on.
The full list, counted
| Product | Named in | Share |
|---|---|---|
| Gatekeeper | 5 of 6 | 83% |
| SAP Ariba | 3 of 6 | 50% |
| TITAN AI | 3 of 6 | 50% |
| UpGuard Vendor Risk | 3 of 6 | 50% |
| Venminder | 3 of 6 | 50% |
| Rippling | 2 of 6 | 33% |
| Softr | 2 of 6 | 33% |
| Black Kite Third Party Risk | 1 of 6 | 17% |
| Black Kite Third Party Risk Intelligence Platform | 1 of 6 | 17% |
Both Black Kite rows are the same company under two different labels. We are leaving them split because that is exactly how the assistants named them: once each, in two separate answers. Merging them into "2 of 6" would be a number the measurement never produced.
We do not sell vendor management software, so Glotier is correctly absent from all 6 of these answers, and we are not going to pretend otherwise. But the run itself is the whole point: this is exactly what we do for a customer's own category. We ask ChatGPT and Gemini the questions your buyers actually type, count who gets named, and show you the source pages behind each answer so you know which ones to go earn. If you want to see your category mapped like this, the check is free, takes about a minute, and needs no account.