Walls painted a deep matte color
Indirect light is a subtraction problem: whatever the surface fails to return is gone. Light matte finishes commonly sit in the 70 to 85 percent reflectance band and deep matte colors can fall below 10 percent, so read the value the finish publishes.
The loss compounds, and that is where output budgets vanish. One bounce off a 10 percent wall hands back a tenth; a second bounce off another dark surface hands back a hundredth. No extra output rescues a room where the light crosses dark paint twice, so dark rooms get lit directly.
A room full of glass, gloss and polished stone
A direct source produces an image of the emitter in every reflective face, so the strip shows as a hard line in the glass door and again across the counter. Indirect light produces an image of a large dim ceiling instead, and that reflection spreads and drops in brightness. Angle of incidence equals angle of reflection, so mirror the viewer's eye through the glass and draw a line from that mirrored point; if it reaches the emitter, that seat sees it.
LEDs and drivers produce heat in normal use, and an aluminum channel helps dissipate heat while giving the run a flat seat and a shielded edge. A channel is never mandatory. Fitting one reduces but does not guarantee that dots stop showing, since the dotted look also depends on LED density, on channel or profile depth, and on diffuser type. Depth is the variable to compare across the aluminum housings on the site.
The countertop where you need to see the work
Task surfaces want direct light, and the reason is shadow rather than brightness. A single-direction source casts a shadow under a knife that tells you where the blade is. Indirect light comes from too many directions to cast one.
Here is the part that gets missed on site. Direct light from behind the person throws that person's own shadow onto the work, which is why under-cabinet runs belong at the cabinet's front edge and why a fitter checking from one side never sees it. One suitable option for continuous under-cabinet output is the UniBasic medium output COB listing, with watts per foot and color temperatures confirmed there.
A low ceiling with long sightlines
Bounce a cove off a low ceiling and that ceiling becomes the brightest plane in the room, which makes it read as the boundary of the space rather than as a lid. Light the same room from narrow downward fixtures and a dark plane overhead reads as a near one.
A low ceiling also puts the cove close to it, dragging the raking angle problem back into play, and the lever is vertical rather than horizontal: more drop between the strip and the ceiling steepens the angle, while a wider gap to the wall does nothing for it. Where fixtures do the direct work, the LED ceiling light listings cover that half.
Indirect vs direct light in a room used mostly after dark
After dark nothing outside sets the reference level, so the lit surfaces are the entire visible field. Indirect light becomes one continuous field; direct light becomes separated pools, and the ratio of pool to surround is what the room reads as. The mistake is specifying for the brightest condition and leaving no way back down. Where dimming is planned, confirm compatibility against what the makers publish for that exact strip, driver, controller and wall device, rather than assuming three dimmable labels agree.
The supply and the controller have to be built for the same voltage as the strip, so a 24V strip stays on 24V hardware end to end and a 12V strip on 12V hardware. The dimmer plate itself is line voltage. That plate, any hardwired driver and any junction box behind it are the licensed electrician's part of the job, carried out under the manufacturer instructions, under local electrical code and under the NEC where it is adopted, with the breaker switched off and proven dead before a cover comes off. Working confidently on the 24V side does not extend to that. How the two approaches share an evening is covered in how the three lighting layers work together.