One creator, one video: how a spirits brand went from 16% to 85% negative overnight

A creator accused a spirits brand's agency of using her image without consent or proper pay. Within four hours the comments had turned. We found no reply from the brand.

OutlierDeck Research·22 October 2026·4 min read
16% → 85% share of negative comments about the brand, normal week vs. the day after
16% → 85% share of negative comments about the brand, normal week vs. the day after. Source: OutlierDeck research.
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In the week before, 16% of comments about this spirits brand were negative. The day after one creator posted a complaint, it was 85%. No ad, no product recall and no news story were involved. It was one person, one video, posted on a Monday evening (North American time).

We have left the brand and the creator unnamed. The pattern matters more than the names. This is one of the cases behind our Response Gap research.

Before: an ordinary week

In the last week of August 2026, the brand's comments looked normal. Out of 125 comments that took a side, 20 were negative (16%). Most were about the product, events and parties.

The spark: a complaint about the agency, not the drink

On 31 August at 23:03 UTC, a creator with a loyal following posted a two-part video on Instagram, and eleven minutes later on TikTok.

The complaint was not about the product. It was about the brand's marketing agency. She said it had used her image without consent and without proper payment, and she called on other creators to speak up.

Our comment analysis found one theme in the replies: "the brand's agency used an influencer's image without consent or pay." Nobody was talking about the drink. Everybody was talking about how the brand treats creators.

The spread: half the first day in four hours

Comments per hour on the creator's posts, first 10 hours (first four hours in red)
Hr 1: 30Hr 1Hr 2: 34Hr 2Hr 3: 25Hr 3Hr 4: 27Hr 4Hr 5: 5Hr 5Hr 6: 12Hr 6Hr 7: 8Hr 7Hr 8: 9Hr 8Hr 9: 0Hr 9Hr 10: 2Hr 10

Hours counted from the first post, 31 Aug 23:00 UTC.

  • Hour 1: 30 comments, 22 of them negative about the brand (73%).
  • First 4 hours: 116 comments, 93 negative (80%).
  • First 24 hours: about 220 comments. Half of them arrived in the first four hours.
  • Reach: the TikTok version reached 128,800 views, 11,900 likes and 363 shares. The Instagram reel added about 40,800 views.

By the morning of 1 September, 99 of the 117 comments about the brand that day were negative: 85%.

The silence

Across the 265 comments we collected on the creator's posts, we found no reply from a brand account. The brand may have reached out privately. In public, the story was told entirely by the creator and her audience.

The recovery

Negativity stayed high for two more days (43% and 39%), then dropped back to 11% on 4 September. Eleven days later, the creator posted an update. We do not know what was agreed between them.

So the brand recovered. But for three days, the most-watched content about it was a video saying it mistreats creators. That came at a time when it relies on creators to sell.

What the brand could have done

  1. Watch the brand name, not just the brand page. The post was on the creator's account, so a team that only monitors its own page would have missed it.
  2. Treat agency problems as brand problems. The audience did not separate the agency from the brand, and the comments named the brand.
  3. Reply within four hours. A short public note ("We've seen this, we're looking into it today, and we'll make it right") lands while people are still reading.
  4. Close the loop in public. When it is resolved, say so where the complaint was made.

What it cost

We do not have this brand's sales figures, so we will not guess them. The measurable cost is attention: about 170,000 views of a video about how the brand treats people, during a period when its own posts were getting a fraction of that.

Frequently asked questions

Can a single influencer post hurt a brand?

Yes. In this case, one creator's video moved the share of negative comments about a spirits brand from 16% to 85% in a day, and kept it above its usual level for three days.

How quickly should a brand respond to a viral complaint?

Within four hours where possible. In this case, half of the first day's comments arrived in that window, and the story's shape was set by the next morning.

Are brands responsible for what their agencies do?

To the public, yes. The complaint was about the agency, but the comments named the brand.

Methodology

Data. Posts and comments collected by OutlierDeck from public Instagram and TikTok accounts, 24 August to 13 October 2026. Comment counts include only comments with a reliable posting time. Views, likes and shares are the latest readings we took for each post.

Labels. Each comment was labelled positive, negative or neutral towards the brand, and grouped into themes by our comment-classification pipeline. Percentages count only comments that took a positive or negative side on the brand.

Brand-reply check. We searched the commenters on the creator's posts for any handle containing the brand's name. We did not check private messages or other channels.

Anonymity. The brand is an OutlierDeck-monitored brand and is not named. The creator is a private individual and is not named.

Written by

OutlierDeck Research

The OutlierDeck research team studies how brand conversations start, spread and fade, using hundreds of thousands of public posts and comments.