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Instacart shoppers: What you can do about low ratings

By Doug H, Updated March 26, 2024 65 Comments

Note: This article contains affiliate links for Instacart. We may receive a commission for referring you.

Did you know that customer ratings have a big impact on Instacart shoppers?

Customers can rate shoppers on a 5-star scale and leave feedback about item quality, replacement quality, and other factors.

Here’s the issue for shoppers: Low ratings and customer complaints can lead to shoppers losing ‘batch priority’ for incoming orders. Fewer orders = less money!

As a shopper, how can you defend yourself and fight back? Read on!

What you need to know

  • Your shopper rating is the average of the last 100 rated orders
  • You must maintain an average rating of 4.7 stars or higher to see batches before lower-rated drivers
  • Ratings forgiveness and low ratings protection can protect you from the lowest ratings
  • Low ratings are removed for factors out of your control, like weather or out-of-stock items
  • Instacart also measures Accuracy and Speed, but those metrics don’t affect your batch access or earnings

How the shopper rating system works on Instacart

Instacart customers can rate their experience on a scale of 1 to 5 stars. A shopper’s rating is the average of their last 100 ratings.

Shoppers must maintain an average rating of 4.7 stars or higher to see batches before other lower-rated shoppers. 4.7 or above is considered a “Standard” or “High” rating. Below 4.7 is “Low.”

Shoppers with “Standard” and “High” ratings see batches a few minutes before shoppers with “Low” ratings.

In addition to leaving a star rating, customers can also make select specific complaints or compliments about their experience. Common complaints are missing items, damaged items, poor replacements, or poor service.

Go to Menu > Your Stats in the Shopper app to see customer comments and order issues.

shopper rating screen with a notice about poor service and wrong items

Go to Menu > Your stats to see order issues and ratings details

Customers are not required to leave ratings, so a non-rating order is not included in the overall average. Ratings are refreshed overnight each night.

Instacart will sometimes remove a low rating—a system called ratings forgiveness—for situations out of the shopper’s control.

  • Not getting batches on Instacart? How to get more

Ratings forgiveness: Some low ratings are automatically removed

Instacart acknowledges that not every customer rating is fair. To ease the negative effect of unfair low ratings, Instacart offers ratings forgiveness. Here’s how it works:

  • The lowest 2 ratings out of every 100 ratings are automatically removed
    • If you have less than 100 ratings, 1 order is removed
  • Low ratings are removed for factors out of your control, like extreme weather, out-of-stock items, and app service outages
  • Ratings from customers who frequently leave low ratings are excluded
  • If you choose a replacement suggested by Instacart and a customer marks it as a reason for a lower rating, the rating will be removed

It’s hard to predict if and when Instacart will remove ratings for the above reasons. If you believe a low rating was out of your control, contact Instacart.

A list of new ratings policies from instacart: ratings forgiveness and protection

The ratings system has become more forgiving to shoppers over the years

Here’s what ratings forgiveness can look like in the real world. The shopper below had over 7 low ratings removed! 2 were automatic removals of their lowest ratings, 4 were from customers with a pattern of low ratings, and one was for an app-recommended replacement that the customer didn’t like.

a list of low ratings removals for an instacart shopper

Some low ratings are automatically removed

How to get low ratings removed

A low rating that qualifies for ratings protection will be automatically removed or discounted—But that’s not always how it works! The system isn’t perfect.

To have a low rating removed, contact Instacart support and ask. Instacart support can give you more details about customer feedback and they have the power to remove ratings, but it’s not something they frequently do.

Use as much proof as you can. Try to keep your story short, including only the necessary details.

Stay persistent, but try not to be rude. If you keep up the effort, it’s possible that Instacart will remove the rating.

When do low ratings drop off?

Your rating is the average of your last 100 rated orders. In the past, a low rating would fall off after 100 orders even if some of those orders didn’t have a rating. Now, low ratings fall off according to your last 100 rated orders.

It will take longer for a low rating to fall off because customers don’t always rate. You might only get one rating for every three or four orders.  

Regarding the order that ratings fall off in, it follows a ‘first in, first out’ rule. Ratings disappear in the order they come in, meaning newer ratings replace your oldest ones.

Let’s say you’ve completed 130 orders and your lowest ratings are a 4 and a 2. The 4 and 2 will be removed from the ratings calculation. One order later, someone rates you a 3. Your two removed scores would then be the 3 and the 2, and the 4-star rating would be added back into your overall ratings calculation.

A perfect 5-star rating with two ratings removed

Cart Star: Rewards program that can give you ‘priority access’ to batches

Cart Star is a rewards program that gives points to shoppers for completing batches. Points unlock three tiers: Gold Cart, Platinum Cart, and Diamond Cart. Each tier unlocks new benefits.

The benefit of Diamond Cart priority access

Priority access—unlocked at the Diamond Cart level—can be a valuable benefit. With priority access, you can get batches before other highly-rated shoppers who don’t have the same perk.

Here’s how it works: When you have priority access and position yourself closely to a store, you will see batches before other shoppers who are further from the store.

Other performance stats: Accuracy and speed

Instacart also tracks other performance factors: Quality and speed. Quality and speed don’t affect your average star rating, so getting a low quality or speed rating won’t prevent you from getting the best batches.

Accuracy ratings: Instacart tracks the accuracy of your batches by using customer feedback and other in-app data.

Customers can either like or dislike your replacements, contributing to your Accuracy stats.

The app also tracks your % of found items. Customers are more satisfied when you find all their items, but you aren’t punished for out-of-stock items under the latest ratings system.

Instacart accuracy rating screen showing 2002 found items out of 2191

High accuracy isn’t required to keep batch priority, but it can be a helpful metric

Seconds per item (speed): The Instacart shopper app tracks ‘seconds per item,’ which is the total shop time divided by the number of items.

Your speed isn’t a factor for batch opportunities, and you won’t be punished for slower speed, but keeping track of speed is a useful metric that can help to improve performance.

Low ratings in quality and speed don’t necessarily cause you to lose batches, so they’re not as important as the star rating.

Instacart shopping summary screen showing a 3% cancellation rate and 136 seconds per item

Faster isn’t necessarily better! But this metric can help you improve

Instacart fixed many of the unfair elements of the rating system

The biggest complaint about the rating system used to be that just one or two poor ratings could seriously reduce your earnings potential.

If other shoppers had 4.9 stars and you only had 4.85, other shoppers could get priority over you even if one of your poor ratings wasn’t your fault.

Now, all shoppers with 4.7 stars or higher get the same batch priority. As long as you keep your ratings reasonably high, you won’t lose out on batches to someone with slightly higher ratings than you.

Why Instacart ratings can still feel unfair

Even with the many changes Instacart has made to the rating system, some shoppers still feel it is unfair.

Rating standards can feel random

An experience that is 5 stars to some might be 4 stars to others. And that might be fair if you could still get great batches with a 4.90.

But when you can’t get the orders you need with a 4.90, the natural variation of rating standards from one customer to the next feels like an unfair outcome.

You can still get bad ratings for things out of your control

Instacart does remove some ratings for things out of your control (out-of-stock items, app outages), but there are many other things out of your control that can lead to a bad rating.

For example, customers might mark ‘no replacements’ and then give you a poor rating for not finding a replacement. Or they might choose ‘no communication’ and then leave a bad rating for communication.

You can ask Instacart support to remove those ratings, but there’s no guarantee.

Customers might also be upset about a double batch or multiple store batch. Instacart doesn’t always tell customers that their order is bundled with another, so they might be unhappy about the unexplained delays that often happen with those orders.

Many customers don’t rate

Unhappy customers are quick to leave a bad rating, but happy customers feel less motivated to rate at all. Those who do rate sometimes end up being the disgruntled ones.

Some customers lie and make false reports

Whether they are looking for a fraudulent refund or just venting frustration about the service, shoppers often suffer from dishonest customer ratings.

Customers leave false reports that might say an order never arrived even when it did, or that an item was missing when it wasn’t. False reports can seriously harm your ratings and even put you at risk of deactivation. That’s unfair.

How to improve and protect your ratings

Preventing bad ratings in the first place is easier than having a bad rating removed.

Be the best shopper you can be: It’s a common-sense suggestion, but getting good at the gig is your first step. When you’re a new shopper, do demo orders. Closely read the shopper guides available in the app.

Communicate with your customer and be honest about bumps in the road. Look at your quality and speed feedback and find ways to improve. Visit forums like the Instacart subreddit to get answers to questions and learn how other shoppers navigate difficult situations.

Protect yourself against fraud: Leave a paper trail by communicating with the customer when things are going wrong. Take photos of the order before you deliver it, trying your best to get most of the items in the frame to protect yourself against missing item fraud.

Cancel on bad customers: After a while, you can tell when a customer is so difficult and unfair that there’s no way for you to satisfy them.

If a customer is rude when you communicate with them, consider contacting support to let them know the customer is abusive, then cancel the order. But keep an eye on your cancellation rate; a rate of 15% or higher puts you at risk of deactivation (more on deactivations here).

How Instacart can improve the ratings system

Instacart made a fundamental change to the rating system when they changed the way that batch priority works.

Shoppers were unhappy when batch priority was strictly based on ratings. A shopper with a 4.89 could lose out on batches to a 4.92.

The system feels much fairer now that anyone with 4.7 or higher will receive the same priority. But the system could still use some improvements!

Instacart could do a better job of explaining the rating system to customers. Customers don’t know that just a few sub-5 star ratings can cut into a shopper’s earnings.

And Instacart could also do a better job at encouraging ratings from customers, so happy customers who don’t typically rate will be motivated to leave more 5 star ratings.

Or Instacart can do what Lyft does and make the default rating 5 stars. If a customer doesn’t rate, Instacart could assume that it was a 5-star order.

One improvement is that customers must leave feedback if they rate less than 4 stars, but shoppers say that Instacart doesn’t enforce the rule. So you can still be in the dark when you get a bad rating.

Creating a balanced rating system is a huge challenge that will never satisfy everyone involved, but the current Instacart system can make some tweaks to make life a lot better for shoppers.

Shoppers: Read this next

  • Deactivated By Instacart? How to Get Your Account Back
  • How Earnings Guarantees & Bonuses Work
  • The Highs and Lows of Instacart Pay
12 shares

Originally Published October 12, 2020
Filed Under: Delivery Gigs, Instacart

About Doug H

Gig economy driver, writer, and expert since 2013. I created Ridesharing Driver to help drivers navigate all of the challenges we face in the on-demand world! Read more about my story!

Comments

  1. Matt says

    November 19, 2021 at 12:41 am

    The rating system manipulates shoppers into taking trash. However, pay is so low Instacart is just another app if better apps are slow. Join the Instacart Arbitration Group on Facebook!

    Reply
    • Lucy says

      December 3, 2021 at 7:31 am

      I am a shopper myself for Instacart and still have a five star rating, but if that ever happens and my rating ever gets lower and get unfair batch prices I would just stop delivering for them and sign up for another gig app. If enough people do this then Instacart would have to change their system. I am one of the best delivery drivers on other gif apps and am not afraid to do that if that occurs.

      Reply
  2. Ralph says

    November 3, 2021 at 8:29 pm

    Doordash, Uber if customer dont rate its a automatic 5 star. Instacart does not do this and in my case only customers with issues rate… mind you things that are out of my control such as going through a pandemic and many stores are out of stock for many items. At the end of the day Instacart doesnt give a FK about their shoppers. If they did, auto 5 star if they dont rate at all. But Instacart wont do it because they dont give a SHT its all about the greed and money to them.

    Reply
  3. rick says

    November 3, 2021 at 2:57 pm

    Where to begin. Batches have all but disappeared. according to the app it states “it usually takes 50 ratings to provide an accurate view” however my 36 ratings according to the app 33 of them are either 5 star (30) or 4 star (3). That is 33 of 36 or 91.66% giving a more than satisfied rating…In any business that would be superb and would make ANY manager in this case Instacart wonder how any person would then have 2 individuals rate a 1 to someone whose overall ratings by EVERYONE else are so high? The problem isn’t with the person working it apparently is with the rater! Especially when also in review the same shopper according to the customer feedback section has 36 feedbacks and EVERY one of them is a positive feedback of great communication or made great replacement or chose high quality items or found every item. Yet somehow this has equated into a below average 4.64 rating? As a shopper one routinely deals with apartment complexes and substandard directions that waste valuable time. Or a shopping client that adds items to the order while allowable sends one as the shopper traversing all over the store but alas no time added to ones allotted time to shop. Not sure who is “running the show” at Instacart, but as a wise man once said, whoever they are, they need a check up from the neck up in how these ratings are computed…

    Reply
    • Michele says

      February 16, 2022 at 1:05 pm

      Amen! I always do the best I can do. End up with customers who give less than five star reviews and I have no idea why. My rating is 4.93 so I get no batches unless they are ignored by the five star shoppers, I guess…..The orders I’m left with are low and no-tippers…..Many of these low and no-tippers are the customers who already don’t have much respect for shoppers and the job we do….just another low rating waiting to happen.

      Reply
      • Jess says

        June 2, 2022 at 11:23 am

        Just do doordash or grubhub, they’re not like that

        Reply
  4. Cassandra Sas says

    November 1, 2021 at 11:31 am

    It’s a lose-lose situation a lot of times. There should be some way of not being penalized when the store is out of items. And if you are going to give less than a 5 star rating you should be required to explain why so that people can improve or respond. And personally, I think you should take pictures of any produce so that if a customer complains Instacart can look at the pictures to verify. Penalizations for customer requested substitutions, marking down for time when a customer requests more items, not providing time to actually have someone check in the back for stock without going over on time, all more things that are significant issues.

    Reply
    • rick says

      November 3, 2021 at 4:57 pm

      Let’s add the supply chain mess that currently is affecting stock in every store. Many companies that produce multiple items are far behind due to the supply chain interruption in having all brands in stores…especially snack foods, drink companies and a host of others which make finding in some cases suitable replacements of similar brand difficult. Obviously when those situations occur it takes more time to find said suitable replacements especially when contacting the customer and waiting on their response.

      Reply
  5. L.L says

    October 25, 2021 at 8:14 am

    Been a shopper for about 6 months now, and had rcently been given 2 one star ratings, on a total of 20 ratings overall. One customer, I have no clue why they rated me so low, was never any complaints or explanation. The second one, was beyond my control, as there was a severe data outage, so I had to abort my order. I recently contacted Instacart to see if that one star could be eliminated, as it was out of my control. So needless to say, after months of 5 stars, I’m down to 4.60 and I see almost no orders. The thing is, a shopper doesn’t even get the chance to rev up their rating, if they don’t even see batches. Looks like I’m pretty much out.

    Reply
  6. karen moy says

    August 7, 2021 at 2:12 am

    I got a,4 star rating and my order drop. The customer complained 17 out 20 wrong. I had pictures of all the items and reply back to instcart. Everything is right and delivery early. No response from instacart

    Reply
    • DougH says

      August 7, 2021 at 10:06 am

      Keep up the pressure on IC support. You can have ratings like that removed

      Reply
      • Mei says

        September 29, 2021 at 11:45 am

        It’s terrible the rating system. I got a 4 start this morning, after kept my 5 for months. It’s only takes one to kill

        Reply
        • Jess says

          June 2, 2022 at 11:18 am

          That’s stupid just do grubhub and doordash instead, and it says on the app that one bad rating won’t effect your access to batches.

    • rick says

      November 3, 2021 at 3:03 pm

      Not sure why you need to take a picture of the items. The App itself will not let you check out an order if any item is missing? The app system accounts for every item placed in a cart even replacements AND when going to checkout verify’s that you are free to proceed. If a person says they did not receive an item Instacart certainly can review that order and see EVERY item that was submitted and scanned in checkout! In other words this isn’t a “Karen” problem…this is an Instacart problem!!!

      Reply
  7. Robin says

    July 16, 2021 at 4:22 am

    So I did 65 batchs with all 5 star rating, all of a sudden I got 2 4 stars, both from new customer who did only 2-3 batches. Their orders was fulfilled with all items found and on time. After that i do not receive any batch worth taking any more ($8 batch with 40 items 18 miles driving etc). Instacart is slavery!

    Reply
    • Sara says

      July 23, 2021 at 3:15 pm

      Slavery is when you are forced to work for free. Noone is forcing you to work for them. I am also a shopper and find some ratings unfair- I got a 1 star review today because they were out of crab meat and the customer didn’t read my messages, but there is nothing forcing us to work for them.

      Reply
      • Bon says

        September 13, 2021 at 4:34 am

        In theory, we aren’t…. But by force of economy and practicality, you can’t always just so easily switch to work for someone else who will all the sudden be so much better. I believe our society is much closer to being a slave society than you think. It’s only not a slave society by technicality

        Reply
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