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I get the impression that Gallup is pivoting to more boutique and bespoke polling for specific verticals and, possibly, individual paying customers. I can imagine the money there is much greater for the work required. They have developed a large presence in workplace issues/polling like engagement, etc. It's almost like they are trying to out-Pew Pew.

Presidental approval and similar national-scale polling seems to have become a commodity, and almost a thankless one. And, like any commodity, quality is all over the place. And AI may push down the cost of entry as well as operational costs even further.

Speaking of 538, former head of 538 Nate Silver has been developing tools to try to suss out how high-quality and reliable various polls and pollsters are on these national issues, with mixed results. As a subscriber to his Silver Bulletin, trying to identify and adjust for bias/house effects, herding, sloppiness, and other polling maladies--and toss out really bad players--seems to be a case of Whack-A-Mole.

The other approach is what RealClearPolitics is doing--basically throwing all of their selected polls into a blender and letting the bias and junkiness average out. It sounds crude and has been accused of some right-wing bias, but it seems to work. Where it breaks down is in local races and politicians where the number of polls to throw into the blender is lacking, as is typical with aggregating insufficient data.

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