MOAT
Listed in the vendor table for Mobile apps and Programmatic. Not named in any of the 168 answers those categories produced in the November 2026 Edition: fourteen models, six prompts per category and segment, every question asked three times, on behalf of a small B2B company, a mid-market B2B company and an enterprise B2B company, with every standing computed within one segment.
Standing
Not named in 168 answers
Absence in a measured set of answers is a finding, not a verdict: it says the models did not reach for MOAT when asked these questions this month. The products they named instead are listed by category below.
By buyer segment
The same categories asked on behalf of a different buyer. Each share and rank is computed within its segment; the columns sit side by side and are never added together.
| Category | Small business | Mid-market | Enterprise |
|---|---|---|---|
| Native and content advertising | not named | not named | 0% · 22 of 71 3 labels |
| Click fraud protection | not named | not named | 0% · 40 of 61 1 label |
| Programmatic and display advertising | not named | not named | 0% · 31 of 73 1 label |
| Video advertising | not named | not named | 0% · 71 of 111 1 label |
Where it was not named
Each category MOAT belongs to, the answers collected there, and who the models named first instead.
| Category | Function | Named in | Named instead, first-choice share |
|---|---|---|---|
| Mobile apps | Marketing | 0 of 84 | Customer.io 13% · Braze 12% · Apple Search Ads 10% |
| Programmatic and display advertising | Marketing | 0 of 84 | StackAdapt 50% · Choozle 14% · AdRoll ABM 9% |
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The measured results on this page stay as measured. The part from MOAT's own site, its card links and what it states, is the vendor's to correct. Claiming is free on every plan, with a sign-in at the product's own domain.