The handle is the whole decision
Look at where the handle attaches. On a load-rated harness it runs into the same webbing that wraps the chest and belly, so lifting the handle lifts the structure and the structure lifts the dog. On a decorative one it is sewn to the outer panel, and the outer panel is one layer of nylon.
The consequence of getting this wrong is not usually a spectacular failure. It is a seam that starts to open the third time you use it, in a place you cannot see, and then lets go the fourth time — which will be the time you were lifting the dog over something worth lifting it over. If a harness does not state that the handle is load-bearing, assume it is not.
Two clips, and which one you actually use
A front ring is a management tool for pulling; on a trail you mostly want the back ring, because a front clip steers a dog sideways and sideways is the wrong direction on a narrow path. Buy a dual-clip harness anyway — you will use the front ring on the walk from the car park, when the dog is fresh and the world is full of smells.
What matters more than the ring count is where the back ring sits. Between the shoulder blades is right. Down at the base of the spine, which some cheap harnesses do to save webbing, puts every correction through the lumbar region.
Fit changes when the coat changes
A harness fitted in August on a summer coat is tight in December on a winter one, and a harness fitted over a coat is loose without it. Four adjustment points rather than two is what gets you through both, and it is the single spec most worth paying attention to at the cheap end — two-point harnesses adjust the girth but not the neck, so the same harness cannot fit a deep-chested dog and a barrel-chested one.
Check the fit after the first mile, not in the hallway. Webbing settles, a dog's ribcage expands when it is working hard, and the rub that will end the walk announces itself as slight looseness at mile one rather than as a sore at mile six. Our guide to measuring and fitting a harness covers the two-finger check and where to take the measurements.
Where the rubbing happens
Behind the front legs, every time. That is where the girth strap crosses the armpit and where a long day of movement turns a slightly-too-tight strap into a raw patch. Padding helps; a strap that sits far enough behind the elbow helps more. If a harness puts a hard edge or a plastic slider right in the armpit, that is where the problem will be, and no amount of padding elsewhere fixes it. There is more on this in our guide to harness chafing and rubbing.
Reflective trim is not optional
Hikes overrun. The walk that was going to be back by four is back by seven in October, and the last mile is on a road with no pavement. Reflective webbing costs the manufacturer almost nothing and every harness here has it — but check it is woven trim rather than a printed stripe, because printed reflectivity dies after a few washes.
Should the dog carry a pack?
A pack is a harness with panniers, and it is a different decision from a harness. A fit adult dog in good condition can carry a modest share of its own body weight, and the usual advice is to start empty, build up slowly, and keep the load low and even. It is not for puppies, not for dogs still growing, and not for the first hike of the season.
If the dog is carrying, buy a pack rather than clipping bags to a walking harness — the load has to sit over the shoulders, not swing off the spine. Our dog hiking backpack roundup covers that category properly.
What to bring with the harness
Water and a way to offer it, because dogs do not drink from streams as reliably as people assume and some streams should not be drunk from. Paw protection if the ground is sharp or hot. And a means of identification that works if the dog is found by someone without a phone signal. The hiking gear checklist is the full version of that list.