"Is my conversion rate good or bad?" Almost every Instagram seller asks it, and without a benchmark the answer is a guess. We pulled the conversion distribution for 1,535 sellers, each with at least 100 DM conversations, to build a ruler you can measure yourself against.
One definition first. Here "purchase rate" means a recorded purchase per DM conversation, and a large share of those conversations are not buyers at all: automated triggers and messages with no intent behind them. So the rate is deliberately strict.
What the data says
The purchase-rate ladder per conversation:
| Position | Purchase rate |
|---|---|
| Median (the middle seller) | ~0% |
| 75th percentile | 0.2% |
| 90th percentile (entry to the top decile) | 0.8% |
| Top decile average | ~2.2% |
And the number that stands out: the top decile of sellers converts about 24 times what the rest do (2.2% against 0.09%). Leads, meaning a captured contact detail, follow the same shape: the median sits near zero and the top decile clears 0.9%.
Why is the median so low?
Short answer: the denominator is dirty. Calculating the rate across every conversation, most of which are automated triggers or noise, pushes the number down by construction. A low conversion rate is not automatically weak selling. Often it means a lot of non-buyer traffic entered the same funnel.
That makes the second point sharper. The 24x gap is not luck. Top-decile sellers face the same kind of traffic, but they have a system that separates the real buyer from the noise and converts fast. The difference sits in process, not chance.
So what counts as a good rate?
A rule of thumb from this data:
- Below 0.2%: under the median, with plenty of room to grow.
- 0.2% to 0.8%: above average. You are doing something right.
- Above 0.8%: the top decile.
- Above 2%: among the best in the market.
One caveat matters: if you calculate the rate over real buying questions instead of every conversation, the numbers get several times larger and far more meaningful. That is the metric worth chasing.
What actually works
1) Measure against real traffic, not total volume. Separating triggers and noise from genuine questions makes the benchmark honest and shows you where the fix belongs.
2) Aim at the speed and completeness of the reply. The top decile is usually the group that answers price, product and shipping questions quickly and in full, and does not abandon the chat halfway.
3) Close the leak. Most of your distance to the top decile is not about attracting more traffic. It is about the conversations you already have and never finish.
4) Track one number. Log "purchases per real buying question" every month. That single figure points every other decision.
The takeaway
A good conversion rate is not an absolute number, it is a position in a distribution. Above 0.8% across all conversations puts you in the top decile, and that decile sells 24 times what everyone else does. The encouraging part: the gap closes with a better response process, not a bigger ad budget.
Based on 1,535 sellers with at least 100 conversations. Purchase rate = attributed purchase per DM conversation, counting every trigger and all noise.
Vardast is built for exactly that: it tells the real buyer apart from the noise, answers quickly and in full, and keeps conversations alive up to the moment of purchase. See how it works at vardast.io.