More buyers now open ChatGPT than a search engine. We ask the answer engines the questions those buyers actually type, with no vendor named in the question, and count who comes back. The full answers are published — every category here can be checked, and reproduced.
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121 vendors · 88 answers · measured 3 Aug 2026
Named most often: Logiwa WMS, in 39.8% of answers
120 vendors · 88 answers · measured 3 Aug 2026
Named most often: SurveyMonkey, in 55.7% of answers
113 vendors · 88 answers · measured 3 Aug 2026
Named most often: Zoho Inventory, in 69.3% of answers
106 vendors · 88 answers · measured 3 Aug 2026
Named most often: Monday.com, in 65.9% of answers
103 vendors · 88 answers · measured 3 Aug 2026
Named most often: Clockify, in 76.1% of answers
99 vendors · 88 answers · measured 3 Aug 2026
Named most often: Confluence, in 56.8% of answers
98 vendors · 88 answers · measured 3 Aug 2026
Named most often: Jobber, in 85.2% of answers
98 vendors · 88 answers · measured 3 Aug 2026
Named most often: Docebo, in 50.0% of answers
79 vendors · 132 answers · measured 3 Aug 2026
Named most often: Procore, in 75.0% of answers
78 vendors · 88 answers · measured 3 Aug 2026
Named most often: DocuSign, in 87.5% of answers
75 vendors · 132 answers · measured 3 Aug 2026
Named most often: Five9, in 56.8% of answers
73 vendors · 88 answers · measured 2 Aug 2026
Named most often: Workable, in 76.1% of answers
69 vendors · 88 answers · measured 3 Aug 2026
Named most often: ActiveCampaign, in 52.3% of answers
67 vendors · 88 answers · measured 3 Aug 2026
Named most often: Dentrix, in 64.8% of answers
66 vendors · 88 answers · measured 3 Aug 2026
Named most often: Calendly, in 85.2% of answers
62 vendors · 132 answers · measured 4 Aug 2026
Named most often: Perpetua, in 75.8% of answers
62 vendors · 88 answers · measured 3 Aug 2026
Named most often: Zoom, in 95.5% of answers
60 vendors · 88 answers · measured 3 Aug 2026
Named most often: MyCase, in 83.0% of answers
58 vendors · 132 answers · measured 4 Aug 2026
Named most often: Perpetua, in 75.0% of answers
58 vendors · 132 answers · measured 4 Aug 2026
Named most often: AWS MCP Server, in 89.4% of answers
57 vendors · 88 answers · measured 3 Aug 2026
Named most often: Ramp, in 79.5% of answers
53 vendors · 88 answers · measured 3 Aug 2026
Named most often: HubSpot CRM, in 89.8% of answers
53 vendors · 88 answers · measured 3 Aug 2026
Named most often: Sprout Social, in 64.8% of answers
52 vendors · 132 answers · measured 4 Aug 2026
Named most often: Cloudbeds, in 90.9% of answers
50 vendors · 88 answers · measured 2 Aug 2026
Named most often: Freshdesk, in 86.4% of answers
50 vendors · 88 answers · measured 3 Aug 2026
Named most often: ezyVet, in 61.4% of answers
49 vendors · 88 answers · measured 3 Aug 2026
Named most often: Buildium, in 68.2% of answers
40 vendors · 88 answers · measured 3 Aug 2026
Named most often: Toast, in 93.2% of answers
38 vendors · 88 answers · measured 3 Aug 2026
Named most often: Gusto, in 93.2% of answers
33 vendors · 132 answers · measured 3 Aug 2026
Named most often: QuickBooks Online, in 95.5% of answers
26 vendors · 88 answers · measured 3 Aug 2026
Named most often: Gusto, in 98.9% of answers
20 vendors · 88 answers · measured 3 Aug 2026
Named most often: 1Password, in 94.3% of answers
The engines do not agree on who is winning. In 14 of 32 categories they name a different vendor first — in warehouse management systems it is Logiwa WMS (Gemini) and Manhattan Active WMS (Perplexity).
2186 distinct products have been named across 3124 answers. Every answer is published verbatim — nothing here is a score you have to take on trust.
No vendor owns a category outright. The strongest position in warehouse management systems is Logiwa WMS, named in only 39.8% of answers.
Each category is 44 different phrasings of one buying question, asked to every engine we can reach. No vendor is named in any question — the list on each page is whatever the engines said back, not a list we brought with us. Every run is done twice from scratch, and a category is only published if the top ten reproduces between the two runs.
Each board publishes its raw answers, the extracted product names per answer, and the machine-readable ranking. If you think a number is wrong, the evidence to check it is on the page.
Every leaderboard is free, with no signup and no email wall. What is for sale is the per-vendor work: monthly monitoring of your own position at $9.99, and a one-off report on why the engines name someone else. Each board links to it.