Each comparison on this site puts Vizio AI next to one other studio. Vizio AI writes the comparisons and is one of the two firms in every one of them, so the method below exists to make each of them checkable.
1. Which firms are compared
A firm gets a page when buyers search for it by name, when it sells to the same buyer as one of Vizio AI’s studios, when its facts can be read on its own site or its Clutch profile, and when there is a real case for choosing each of the two firms. Talent marketplaces and AI app builders are left out, because they are tools and talent pools rather than studios.
2. Where the facts come from
Headquarters, team size, founding year, first offer, published prices, minimum project and reviews are read on the other firm’s own site or its Clutch profile. Each fact is tied to the page it came from and the date it was read. Across the 10 comparisons, 79 facts carry a dated source, drawn from 48 pages. Where a firm does not publish something, the comparison says “Not stated publicly” instead of estimating it; that happens 11 times.
3. How services are scored
Ten services are scored the same way for both firms: 2 when the firm leads with the service and shows case studies for it, 1 when the service is listed on its site, and 0 when it is absent. Where one firm goes further than the other, the tables mark it; those marks are computed from the scores and never written by hand.
4. How Vizio AI is treated
Vizio AI’s column follows the same rules. It shows what is true today, including a Clutch rating of 4.4 from 15 reviews and prices that are not published yet. Every comparison also states when the other firm is the better choice; 10 of 10 do.
5. Limitations
These comparisons are not independent reviews: Vizio AI writes them and is one of the two firms on each. Clutch ratings rest on the clients who chose to leave a review and can be small samples. A firm’s own site states what it chooses to state, and prices and services change. Each comparison is a starting point for the questions it lists.
6. Review and correction
Every comparison shows the month it was last updated. Facts are read again at least every 90 days, and sooner when a firm changes its prices or services. A firm that finds an error can write through the contact page; the comparison is checked against the firm’s own sources and corrected within five working days.