Why your Bolt Food rating dropped and what actually changes it

Bolt Food gives restaurant operators something almost no other delivery platform documents in writing: a route to have a bad rating removed from the average. Bolt’s own Merchant Portal guide states that a partner “can dispute a rating if you disagree with a rating given by a customer”, names the typical grounds as courier performance or delivery time, and then states the outcome plainly. “If your dispute is accepted, the rating will be excluded from your average.” That is a published, merchant initiated correction, not a content report, and it changes how a Bolt Food rating problem should be worked.

The practical effect is that on Bolt Food a rating is partly a function of how diligently a chain files disputes. Two identical kitchens with identical customers will end up with different Bolt Food averages if only one of them opens the feedback list, filters it and challenges the scores that belong to the delivery leg rather than to the food.

How does a Bolt Food rating dispute work?

Through the Ratings and feedback section of the Merchant Portal, one review at a time. Bolt’s guide describes the flow directly: in that section you “search customer feedback between specific date intervals, or filter by the star-value rating”, and “Clicking on feedback entries opens a sidebar with more details.” From that sidebar the partner clicks “Dispute rating”, leaves a comment justifying why they do not agree with the final rating, and clicks “Submit”.

Bolt names the usual reason for disputing in the same sentence as the control, describing disagreements as being often related to courier performance or delivery time. That is a strong hint about what Bolt expects to accept, and it maps onto the structural complaint every restaurant on a courier network has, which is that the customer rates one experience made of two businesses. Source: Bolt Food Merchant Portal and Menu Editor Guide.

Where does a Bolt Food partner see the rating?

On the Merchant Portal homepage, next to the money. Bolt’s guide says that on the homepage “you can view sales, promotion spend, orders received, and average rating”, with a chart and a date selector for different periods. That is a deliberate framing, because it puts the rating in the same glance as the commercial numbers rather than in a separate reputation tab.

Scrolling further gives Bolt’s own list of what can go wrong, and it doubles as a diagnostic checklist. The guide says you can check for irregularities including “Ratings and feedback, Refunds, Cancelled or unaccepted orders, Online availability, Preparation time, Menu completion, and Missing or incorrect items.” Those seven are, in effect, Bolt telling partners which operational failures it considers connected to reputation. Order history then carries the per order view, described as where you see “all your orders — what you sold, how much you earned, and the ratings you received”.

What do Bolt Food customers actually rate?

The food, with the courier rated separately. Customers rate their food when the order arrives, and rate the delivery person with a thumbs up or thumbs down. That separation is what makes the dispute route coherent, because Bolt has already accepted in its own product design that the two experiences are distinct, and a merchant disputing a delivery driven score is arguing inside a distinction Bolt itself drew.

Bolt does not publish an averaging window for the merchant rating, a minimum number of rated orders before a score is displayed, or a threshold at which a rating restricts anything. We are not going to fill those gaps with guesses. What is published is the dispute outcome, which is the mechanism that matters most, and the fact that an accepted dispute removes the score from the average rather than merely annotating it.

Do Bolt Food ratings affect where your restaurant appears?

Bolt does not say they do, and that absence is worth noting rather than glossing over. Bolt’s own explanation of how search works names the factors as “distance, restaurant/grocery provider and item name matching and restaurant/grocery provider availability”, and says the item carousel under each provider prioritises items matching the query and then fills the remaining space with popular items. Ratings are not in that list. Source: bolt.eu.

That makes Bolt Food unusual in this set. Deliveroo states that ratings can affect position in the app, Glovo puts ratings inside its partner performance ranking factor, and Wolt names customer rating as a ranking parameter. Bolt’s published account of search does not. An operator should not conclude that a low Bolt rating is costless, since it is visible to every customer choosing between listings, but the documented cost is conversion rather than placement.

Which Bolt Food failures produce low ratings?

The ones on Bolt’s own irregularities list, and two of them are worth separating. “Cancelled or unaccepted orders” and “Online availability” are availability failures: the customer either could not order or lost the order they placed. “Preparation time”, “Menu completion” and “Missing or incorrect items” are execution failures: the order happened and something about it was wrong.

Menu completion is the quiet one. An incomplete menu produces substitutions and refunds, and Bolt tracks refunds alongside ratings on the same screen, with its own dispute route for a refund deduction. Bolt describes that separately: you can select “Dispute deduction”, choose the items, leave a comment, and if accepted the deduction is reversed. A chain that disputes refund deductions but never disputes the accompanying rating is doing half the work, since the two usually arrive from the same order.

One further point about Bolt’s homepage layout is worth using deliberately. Because sales, promotion spend, orders received and average rating sit on the same screen with one date selector, a manager can line a rating dip up against the week’s promotion spend in a single view. A discount that pulled in unfamiliar customers and a rating that fell in the same fortnight are a common pairing, and Bolt is one of very few portals that makes the comparison a single glance rather than two reports.

How should a multi branch chain manage Bolt Food ratings?

As a weekly routine with a filter, not as a monthly report. Bolt lets a partner filter feedback by date range and by star value, which sets the efficient pattern. Open the low star band for the previous seven days at every branch and read the comments. Dispute the ones that describe the courier or the delivery time rather than the food. Anything not disputed stays in the average permanently.

There is one timing trap. Bolt’s date filter is the only way back to an old review, and a comment that has lost its context is much harder to dispute convincingly, since the justification a partner writes is free text rather than a checkbox. A dispute filed a day after the order can point at a specific courier handover. A dispute filed six weeks later is an assertion.

The obstacle to doing this at scale is that the portal is organised per account rather than per estate, so nobody at head office sees that branch eleven has been collecting disputable two star reviews for a fortnight. Bolt Food is the only platform here where a rating can be removed on request, and the request has to be filed per review while the detail is still fresh. Kitchain (kitchain.co) tracks each Bolt Food branch rating daily, so a chain sees which branch to open the feedback list for before the week is gone.

Bolt Food’s merchant portal, its markets and the states a listing can be in are covered in our platform profile at kitchain.co/aggregators/bolt/.