Haystack EU 2023: Learnings and reflections from our team
If you have built search experiences, you know creating a great search experience is a never ending process: the data ...
Senior ML Engineer
If you have built search experiences, you know creating a great search experience is a never ending process: the data ...
Senior ML Engineer
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Sr. SEO Web Digital Marketing Manager
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At Algolia, our business is more than search and discovery, it’s the continuous improvement of site search. If you ...
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Sr. SEO Web Digital Marketing Manager
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Sr. SEO Web Digital Marketing Manager
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Director of AI Engineering
Search is a topic media companies often overlook. Most of us associate the word search with search engines like Google/Bing/DuckDuckGo. These organic channels are often how visitors (and at times internal team members), will search a content catalog. But it’s time to give some serious thought to your internal, on-page site search functionality and experience.
There are many reasons to optimize internal search experience such as:
The good news is that creating an optimized site search experience for a Media site or app may be easier than you think.
Your goal may be for users to consume content. However, before building the ideal path to that content, you must clarify user intent:
Each user’s intent(s) are solved with different discovery patterns: search, guided discovery, or recommendations. It’s critical that you identify what specific intent and motivations are behind all user searches. Make sure that you spend time mapping this out, to then serve each user individually.
These types of questions will help you to define priorities for your discovery strategy.
On top of that, the quality of your metadata (date of publication, theme, topic, etc.) is crucial to ensure a good user experience. Be clear on the attributes that will determine how your content ranks when queried. Think about what uniquely differentiates your content catalog such as freshness, particular niches, short or snappy content, exclusivity, etc.
In order to build a great search and discovery experience, you need to be clear on your priorities and key metrics. Perhaps that’s to increase time spent, increasing engagement to support an ads-based model. Or it might be to increase premium subscriptions.
It’s not uncommon for media companies to run on several business models: ad-based, subscription-based, and even ecommerce. Also, priorities, goals, and primary metrics may shift and change over time. Common video industry on-demand models include AVOD (advertising-based video on-demand), SVOD (subscription video-on-demand), and TVOD (transactional video on-demand). Identifying your primary model(s) and goal(s) is critical to building great user experiences to achieve those goals.
To achieve your goals, consider:
After identifying your goals and core metrics, you should then build a discovery map that reflects your objectives and specific needs. Here is a template and example to use.
Content type 1 | Content type 2 | Content type 3 | |
User intent A | Discovery scenario =
|
Discovery scenario =
|
Discovery scenario =
|
User intent B | |||
User intent C |
Next, audit your existing setup. Starting by evaluating your various discovery scenarios and note their pros and cons.
Below are examples of other items to evaluate throughout your audit. How do you manage:
There are many more. Remember: The better you analyze your existing search & discovery shortcomings and opportunities, the better you can move faster on optimizing them.
Curation strategies vary a lot across the media industry. While publishers often rely heavily on editorial teams, video platforms are often algorithmically curated. There is no right or wrong way to do this; finding your balance is key.
AI, for example, can be a way to surface what you have outlined in your content discovery map. Among the discovery scenarios that you have considered, think about how AI can help augment your team’s work. It can bridge gaps or free up editorial time. Finding this balance allows for increased efficiency and a focus on quality.
There are many different ways to leverage AI, here are a few. It can:
After following the tips outlined throughout this, you will be in a better position to select the right solution for your business and team. Whether your implementation will consist of building your own search and recommendation engine, or whether it will consist of building from external platforms that are made for developers, or perhaps you’ll buy off-the-shelf site search solutions.
In making these decisions, here are a few more considerations that are important at that stage.
Our hope is that these tips will help you create the most optimized experiences for both your customers and your teams. Best of luck in planning, auditing, and creating your unique search and discovery experience. It’s worth it because effective search and discovery will help engage your site visitors and convert them into fans for the long-term.
If you’d like to learn more about building out the best possible search, discovery and recommendation experience tailored to your unique audience and situation, as always, you can reach out to our team of experts. We’d be more than happy to have a chat.
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