What One Award Win Did to Our Brand Visibility Across 32 AI Search Prompts
Industry awards are a fixture of B2B and agency marketing. Teams spend time and budget entering them, and a win earns a badge in the website footer and a line in the next update. The question we wanted to answer is narrower and more practical: does an industry award change how often a brand shows up in AI Search, inside ChatGPT, Google AI Overviews, Google AI Mode, Perplexity, Gemini, and Microsoft Copilot?
To answer it, we ran a controlled before-and-after study around our own result. OtterlyAI was named Best AI Search Software Solution at the European Search Awards 2026. We tracked 32 prompts across six categories from March 10 to May 23, measured Brand Coverage at three checkpoints tied to the award cycle, and traced every brand mention back to the source that produced it.
This study measures one thing only: the entry and impact of a single award on one company’s AI Search visibility. It is a case study, not a meta-analysis of awards in general.
Key Findings (TL;DR)
The trophy is the reason. The press release is the mechanism. Overall Brand Coverage held flat (11.3% to 11.0%), but the prompt categories tied to awards and recency carried almost all the lift.
- Award-specific prompts more than doubled. Coverage rose +121% (3.4% to 7.5%), and the ranking climbed from 10th to 6th.
- The announcement did the work. 75% of award-prompt citations traced to three announcement sources: 37.5% press release, 25% contest winner page, 12.5% our own page.
- Date-specific prompts increased by 38%. Prompts that included “2026” gained +38% in AI visibility and pulled press-release citations at 29x the rate of undated prompts.
Should You Invest in Industry Awards for AI Visibility?
The short answer from our data is conditional. An award helps your AI Search visibility when three things are true at the same time:
- The award sits in your actual category. An AI Search software award moved our visibility for AI Search and SEO/GEO prompts. A startup award would not, because AI engines do not describe us as a startup.
- You announce the result through a press release. The trophy alone produced almost no measurable lift. The announcement is what AI Search engines crawl and cite.
- The buyer’s prompt carries recency. Prompts with a year attached pulled the announcement in as a source far more often than undated ones.
When those three line up, the effect is real and sometimes large. When they do not, an award is close to invisible in AI answers. The rest of this article shows the data behind that conclusion, including what it cost to enter.
Scope of Study
This study covers the entry and impact of a single award on the AI Search visibility of one company, OtterlyAI. We entered the European Search Awards 2026 because it recently opened new AI Search categories, which is the main industry OtterlyAI operates in. We did not study other awards, other companies, or awards in aggregate.
We tracked 32 prompts across all six supported AI Search engines (ChatGPT, Google AI Overviews, Google AI Mode, Perplexity, Gemini, and Microsoft Copilot) from March 10 to May 23, 2026, a window of almost three months. For each prompt we recorded Brand Coverage at three checkpoints: before entering, after the shortlist, and after the win, along with the AI Brand Ranking by total mentions, brand sentiment, and the citation sources behind every brand mention.
Two interpretive notes:
- This is a single-case, observational study. The numbers show direction and magnitude for one award cycle. They are not guaranteed outcomes for every award or company.
- AI answers vary by prompt wording, country, and platform. We held country and prompt set constant, so the movement we report reflects the award cycle within that fixed setup.
The central question behind the design: when a brand wins an award and announces it, which kinds of AI Search prompts start citing the brand, where do those citations come from, and what impact does that have on AI visibility?
Methodology
Step 1: Pick a renowned, category-relevant award
Award relevance matters more than award prestige. We chose the European Search Awards because it runs a category that maps directly to what OtterlyAI does: Best AI Search Software Solution. That category was introduced in 2025 and is in its second year, which matches the pace of the AI Search market.
How much does an award entry cost?
Cost is part of this decision, and it varies widely. Some award competitions are free to enter, such as the BARC AI Startup Awards. The European Search Awards run between $300 to $495 USD per entry. More prestigious industry competitions like the Drum Awards can cost over $1,000 USD once you include the entry fee and attending the ceremony. A team optimizing for AI visibility should weigh entry cost against category fit, not prestige alone.
Step 2: Enter and set up the submission
We entered the Best AI Search Software Solution category early in 2026, prepared the written submission, and recorded the official milestone dates so we could align measurement to them.
Step 3: Build the prompt set
We created 32 prompts and split them into six categories so we could separate award-driven visibility from general visibility:
| Category | Example prompt |
| 1. Any Awards. | “What SEO/GEO platforms have won industry awards?” |
| 2. Specified Awards | “What SEO/GEO tools have won the Search Awards?” |
| 3. Top Platforms | “What are the best SEO/GEO tracking tools?” |
| 4. Top Platforms + year | “What are the leading SEO/GEO platforms of 2026?” |
| 5. External category | “What are the top recognised European AI startups?” |
| 6. External category + year | “Top award-winning European AI startups 2026?” |
Step 4: Set the tracking window and checkpoints
We monitored daily from March 10 to May 23 and recorded three checkpoints aligned to the award cycle:
- March 10: baseline, before any award activity was public.
- March 28: the day after the shortlist was announced on March 27. A shortlist page and a blog update went live on the Search Awards website that week.
- May 23: after the winners were announced on May 20 and a press release was distributed on May 21 through our tech partner PressRanger, then picked up by news publishers and spread across global news sites, YouTube, Apple Podcasts, Instagram, LinkedIn, and other social platforms.
Step 5: Define the metrics
Using OtterlyAI Brand Reports, we measured the following performance metrics:
- Brand Coverage: the percentage of tracked prompts where OtterlyAI appears in the AI answer.
- AI Brand Ranking: position in the category by total brand mentions, where a lower number is better.
- Brand Sentiment: how AI answers characterize the brand, shown as a percentage.
- Share of Voice: brand mentions divided by total brand mentions across the prompt set.
Step 6: Win the industry award
Getting shortlisted and winning the European Search Awards was the only variable beyond our control. Luckily we did, you can read the full announcement here. We noticed many contestants entering up to 10 different categories. Sometimes it’s a numbers-game. And I’m happy to share some tips on increasing your chances of winning.
Step 7: Investigate AI visibility impact & attribute the citations
For each category, we traced the URLs cited behind the brand mentions and grouped them by origin: the press release pickup, our own website, and unrelated third-party sources. This is what lets us separate “the award win” from “the announcement of the award win.”
Results: Brand Coverage Across the Cycle
The table shows the change in Brand Coverage from March 10 to May 23 and the shift in AI Brand Ranking. We focus on the change rather than every checkpoint, because the result is what matters for the decision.
| Prompt category | Change in AI Brand Coverage (Mar 10 to May 23) | AI Brand Ranking |
|---|---|---|
| General categories | 0% | No change |
| Any Awards | +45% | No change |
| Specified Awards | +121% | 10th to 6th |
| Top Platforms | +5% | 9th to 7th |
| Top Platforms + year | +38% | 10th to 8th |
| External category | 0% | No change |
| External category + year | 0% | No change |
For the entire period of 10 March to 23 May,
- OtterlyAI recorded 663 brand mentions, a 4% Share of Voice, and 73% positive brand sentiment.
- The Any Awards category returned 233 mentions, a 2% Share of Voice, and 77% sentiment. Sentiment stayed between 60% and 77% in every category that returned mentions.
The Most Important Findings: The Overall Number Hides Where Awards Actually Work
Look at the top row of that table and you might conclude awards do nothing. Overall Brand Coverage went from 11.3% to 11.0%, basically flat. That reading is wrong, and understanding why is the single most useful takeaway from this study.
The flat overall number is an averaging effect. Our largest category by far is the undated “best tool” group (prompts like “what are the best SEO/GEO tools”). It sits high already, around 25% coverage, and it barely moved during the award cycle. Because it is the biggest bucket, it dominates the blended average and drags the headline toward “no change.”
Underneath that flat average, the categories tied to awards or to a specific year moved a lot. Award-specific prompts jumped +121%. Recency prompts gained +38%. The award did real work, just not evenly across every kind of question.
The lesson for GEO teams: never judge award impact by overall coverage. Segment by prompt type. If you only watch the headline number, you will conclude awards are a waste. Break the prompts into award, recency, and generic buckets, and you see exactly where an award pays off and where it does not.
Finding 1: Award-Specific Prompts Gained the Most
The Specified and Non-Specified Awards category was the clearest mover in the study. Brand Coverage rose from 3.4% to 7.5%, a 121% increase, and the AI Brand Ranking climbed four places, from 10th (last) to 6th.
When we traced the citations behind those brand mentions, 75% came from three announcement sources:
- 37.5% from the press release, distributed on May 21.
- 25% from the contest winner page, the awarding body’s own page listing that year’s winners, in this case the 2026 European Search Awards winners page.
- 12.5% from our own news page, where we published the win.
For the question “Top award-winning AI Search tools,” the press release we published is effectively the entire reason OtterlyAI appeared at all. The chart below shows the split.
For the question “Top award winning AI Search monitoring platforms,” the press release we published is effectively the entire reason OtterlyAI appeared at all.
One caveat shapes how to read this. When the prompt did not specify a year, most of the wider citation pool still pointed to 2024 or 2025 award pages, where OtterlyAI does not appear. The brand surfaced through the small set of fresh 2026 sources, and that set was led by the press release.
Finding 2: Prompts with “Best X + 2026” dates Increased by +38%
Adding a year to a prompt changed retrieval behaviour. In Top Platforms with a year, Brand Coverage rose 38% (5.8% to 8.0%), and the ranking moved from 10th to 8th. Here, 5.8% of the citations behind the brand mentions came directly from the press release.
The contrast with undated prompts is the headline. The same “best tool” question without a year drew only 0.2% of its brand-mention citations from the press release. That is a 29x difference based solely on whether the prompt named a year. The External category with a year showed the same direction, adding roughly 5 percentage points of press-release-sourced citations once a year was present.
When someone asks for the best option “of 2026,” AI Search engines reach for recent, dated sources, and a timely press release is positioned to earn that citation.
Finding 3: Generic Undated “Best Tool” Prompts Barely Registered the Award
Top Platforms without a year was already our strongest category at 25.6%, and it rose only to 26.8%, a 5% increase. The award played almost no role: only 0.2% of the brand-mention citations traced to the press release. For these prompts, listicles and external blogs remained the dominant sources, not award news.
For these prompts, listicles and external blogs remained the dominant sources. A buyer asking “what are the leading SEO/GEO tools” with no time element gets an answer built from established comparison pages, not award news.
Finding 4: Shortlist Pages Were Crawled and Cited Before the Win
So what if you do not win the award, but you are a finalist? The short answer is that it still matters.
The announcement value of an award starts at the shortlist. The shortlist announcement page appeared in 4% of all AI citations during the window. It was crawled and reused by AI Search engines before the winner was decided, so a finalist nomination is already a reason to publish and announce, not a reason to wait for the result.
What is a winner page versus a shortlist page? Both are pages on the awarding body’s own website. The shortlist page lists the finalists for the year, published before the results. The winner page lists the winners, published after the ceremony. Both get crawled and cited by AI Search engines, which is why both matter for visibility.
One caveat shapes how to read this. When the prompt did not specify a year, most of the wider citation pool still pointed to 2024 or 2025 award pages, where OtterlyAI does not appear. The brand surfaced through the small set of fresh 2026 sources, and that set was led by the press release.
What the data confirms is that the shortlist announcement pages appeared in 4% of all AI citations. The milestone was crawled and reused by AI Search engines before the winner was decided, so the shortlist itself is a reason to publish and announce.
Finding 5: The Award Did Not Transfer to an Unrelated Category
The External category, top European AI startups, stayed near zero throughout, moving from 0% to 0.4% with no ranking change, and the dated version produced the same result. The reason is categorization: AI Search engines describe OtterlyAI as an AI Search tool, not as an AI startup, so an award framed inside the AI Search software category did not pull the brand into a question about startups. An award lifts visibility inside its own topic and does not cross over.
Finding 6: AI Answers Leaned on Older Sources
A recurring pattern across categories was the age of the cited URLs. Many citations pointed to pages from earlier years, some as far back as 2023, especially when the prompt carried no year. A single win shows up briefly, then competes against years of older, well-established pages that AI Search engines already trust. To stay visible for award and “best of” prompts, a brand needs to enter award cycles every year, not once.
Did the Press Release Help?
Yes, and the data shows exactly where. The table below shows the share of brand-mention citations that traced directly to the press release, by category.
| Prompt category | Brand-mention citations from the press release |
|---|---|
| Overall | 0.1% |
| Any Awards | 0.1% |
| Specified Awards | 37.5% (within 75% total from announcement sources) |
| Best/Top Platforms | 0.2% |
| Best/Top Platforms + year | 5.8% |
| External category | 0% |
| External category + year | About 5% |
The press release was the difference between appearing and not appearing for award-specific prompts, and it added real share to recency prompts. For broad, undated “best tool” questions, its contribution was small, because those answers are assembled from comparison content rather than news. The clear pattern: the trophy is the reason, and the press release is the mechanism.
The Playbook for AI Search: What This Means for GEO Teams
If your goal is AI Search visibility, here is what the data says to do with award competitions.
1. Enter awards in your actual category. The more specific, the better
Category fit decides everything. Our AI Search Software Solution award moved AI Search and SEO/GEO prompts and did nothing for an unrelated AI startup category. Pick awards whose category matches how AI engines already describe you.
2. Always publish and distribute a press release
The trophy alone produced almost no measurable lift. Announcing the win is what carried it. In award-specific prompts, 75% of the brand-mention citations came from announcement sources, with the press release as the single largest at 37.5%, the contest winner page at 25%, and our own news page at 12.5%. Budget for news distribution, not only for the entry fee.
3. Announce at the shortlist stage too
Shortlist announcement pages were crawled and cited before the win was decided. A shortlist or finalist nomination is a reason to publish, not a reason to wait for the result.
4. Optimize your award announcement for recency prompts
When a prompt names a year, AI engines favor recent, dated sources, and that is where your press release sits. Prompts that named a year drew press-release citations at 29x the rate of undated prompts (5.8% versus 0.2%). Undated prompts fall back on older, established pages instead. Put the current year in your announcement, your title, and the page itself so it qualifies as a recent source.
5. Treat awards as an annual cadence
AI answers reuse 2023 to 2025 sources. One win fades against that history. Plan to enter relevant awards every year so your brand stays in the recent, citable layer.
6. Pair the announcement with your own published page
The press release does the heavy lifting, but your own page matters too. Our own news page accounted for 12.5% of the award-prompt citations. Publish the win on your own site with the year and the award name in the title, so AI engines have an owned, datable source to cite alongside the release.
Final Conclusion: Are Industry Awards Worth It for AI Visibility?
For AI Search visibility, the answer is yes, with conditions, and the entry fee is rarely the deciding factor.
One category-relevant award win produced a measurable lift, concentrated where you would expect: award-specific prompts more than doubled (+121%), recency prompts gained 38%, and the AI Brand Ranking improved by up to four places. The lever was distribution. In the award-specific category, 75% of the citations behind OtterlyAI’s mentions came from announcement sources, led by the press release we published on May 21. The shortlist and winner pages were both crawled and cited, which means the announcement is what AI Search engines read, with the trophy as the reason it exists.
The effect did not reach unrelated categories or generic, undated “best tool” prompts, where listicles and external blogs still own the answers. And because AI answers reuse older sources, a single win does not hold its place for long.
So the practical reading is this. A free or low-cost award you announce well can outperform an expensive award you do not announce. Choose awards that match your category, publish a press release at the shortlist and at the win, write for recency, and re-enter every year. On those terms, awards are a worthwhile part of an AI Search visibility program.
A Thank You
We want to take a moment to thank our readers. Winning at the European Search Awards 2026 is more than a line in this study. For a bootstrapped company, it is a signal that we are heading in the right direction and that the distance we have covered was worth it.
This recognition belongs to the entire team. A lot of the work that gets us here happens behind the scenes and rarely shows up in a headline. We are genuinely proud of it, and it has given the whole team a real moral boost. Thank you for being part of it.
Got a GEO experiment idea? Let’s collaborate!
At OtterlyAI, we don’t just write about AI Search. We test it! With the community, we run and update a public GEO Experimentation Tracker with what we’re running and what moved AI Search. Running your own GEO experiment? Email rick.tousseyn@otterly.ai and we may feature it with your name attributed.
👉 Want to measure your AI Visibility? Start with OtterlyAI and our GEO Guide.
