[ALittleLight]

Well, that depends. If I pay X per 1k views what I care about is how much I sell as a result of that. If I sell a lot and profit would I care that some huge percentage of my views were bots? Conversely, if I sell very little would I care that there were zero bots?

If you are advertising just to get an idea out, or for something you have no capacity to measure, sure. You need to know accurate numbers. But if you can track conversions on your end, and conversions are good, does the exact number of real views really matter?

[nrb]

Of course it matters if you’re being billed by the impression! No matter how good your conversions might be, your margin would be unquestionably higher without the fraudulent impressions.

[s1artibartfast]

not necessarily. It really comes down to how the market sets the price per impression. If the impression cost is ultimately set by conversions, removing the bots will simply raise the price for impressions and you end where you started.

[altdataseller]

Most Twitter ads are brand advertising, not performance based. And it’s harder than you think to even track conversions from Twitter ads (because of cookies/incognito mode/lack of referral data from some browsers).