Optimizely Web Experimentation vs. Semrush vs. SpyFu

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Optimizely Web Experimentation
Score 8.7 out of 10
N/A
Whether launching a first test or scaling a sophisticated experimentation program, Optimizely Web Experimentation aims to deliver the insights needed to craft high-performing digital experiences that drive engagement, increase conversions, and accelerate growth.N/A
Semrush
Score 8.6 out of 10
N/A
Semrush is a relatively popular search engine optimization tool set from the company of the same name based in Pennsylvania and founded in 2008. Largely the platforms relies on competitive intelligence, and features SEO staples like backlink checking, keyword analysis to refine SEO and PPC campaigning and locate low-cost / high-yield keywords, analysis of competitors who co-occupy desired ad and listing spaces, domain vs. domain analysis, as well as site audit and domain tracking. Semrush can…
$139.95
per month
SpyFu
Score 7.0 out of 10
N/A
SpyFu is the eponymous SEO and PPC research platform from the company in Scottsdale, Arizona focused on "spying" on competitors, or basically using their behaviors to refine your own through keyword and content analysis, and backlink poaching. This positional search engine optimization and paid listings management platform touts the ability to lower costs and raise rankings via a Kombat-oriented approach... basically a cute way of saying "it makes comparisons" of how well your site does in niche…
$39
per month
Pricing
Optimizely Web ExperimentationSemrushSpyFu
Editions & Modules
No answers on this topic
Pro
$139.95
per month
Guru
$249.95
per month
Business
$499.95
per month
Basic
$39
per month
Professional
$79
per month
Team
$299
per month
Offerings
Pricing Offerings
Optimizely Web ExperimentationSemrushSpyFu
Free Trial
YesYesNo
Free/Freemium Version
NoYesNo
Premium Consulting/Integration Services
YesNoNo
Entry-level Setup FeeOptionalOptionalNo setup fee
Additional Details17% discount for annual pricing.
More Pricing Information
Community Pulse
Optimizely Web ExperimentationSemrushSpyFu
Considered Multiple Products
Optimizely Web Experimentation
Chose Optimizely Web Experimentation
Better tools but more expensive
Chose Optimizely Web Experimentation
While they all do the same thing, I felt, and still feel, that Optimizely does it better. I felt like the other tool were too simple in format and analytics for the prices being charged and they also lacked reliable word-of-mouth. When talking to other professionals, Optimizely …
Semrush
Chose Semrush
We have used a few similar products to SEMrush at different points. Generally the breadth of information in SEMrush is one of the biggest reasons to use it. If your focus is more specific on SEO Moz Pro might be a better choice. If you are exclusively focused on SEM/PPC it …
Chose Semrush
SEMRush is definitely better than SpyFu in terms of the amount of data you get, the detail of the data, and the accuracy of the data. SpyFu is like a beginner's version of SEMRush. SpyFu is great if you're smaller, less experienced, and want to spend less money - but SEMRush is …
Chose Semrush
Compared to Moz: SEMRush is more down to the nitty-gritty. Less fluff.
Compared to SpyFu: SEMRush has more functionality and is easier to use.
Compared to BrightEdge: in an ideal world I'd want both SEMRush and BrightEdge in my MarTech stack, but SEMRush is inexpensive, and Brig…
Chose Semrush
Semrush is nice and working on integrating more SEM. It still does not have as many reporting features for SEM as RavenTools, but you can tell they are working on it. It has more features than SpyFu or BrightLocal. Although I like BrightLocal's interface a little better, …
Chose Semrush
I've reviewed a number of tools, and continue to periodically. Semrush easily wins for the breadth of coverage, and it does them well. Some tools designed for a single task win in those tasks, but none compare overall.
Some other tools I've looked at are:
Authoritas
Chose Semrush
SEMRush is my personal favorite SEO paid or free tool to use. I personally love the way it breaks up individual projects and allows you to work on each client's site as a whole separate from your other internal or external work. I also love how it allows quickly exported …
Chose Semrush
SEMRush has more limited functionality than some of the full-suite options like BrightEdge and Searchmetrics, but the tool is more affordable and still performs to our expectations. We find it to be a good medium-use tool, and combined with some additional keyword-tracking …
Chose Semrush
I like the UI of SEM Rush and the support.
SpyFu
Chose SpyFu
SpyFu is less robust than SEMRush in a lot of ways. Its keyword tool for example severely lags behind SEMRush. However, SEMRush does not have a solid PPC insight tool like SpyFu. This is reason alone to use both instead of just using SEMRush. We also see that SpyFu does a …
Chose SpyFu
I would say that SEMRush is the main competitor. I have used both, and I think they are both great platforms.
Chose SpyFu
As an independent company working on our own behalf, SpyFu seemed like a better fit than SEMRush, which appears to be geared more towards agencies or consultants. Additionally, SpyFu offers a lot more features than Linkody, which will be beneficial in the long term.
Chose SpyFu
I prefer SpyFu to SEMRush because, for a free version, SpyFu gives more information and has a better, easier to use interface. SpyFu also doesn't give you a max amount of times you are able to view it on the free version which I love and also use often.
Chose SpyFu
SpyFu is a better choice for competitive intelligence. SEMRush is better for running advanced SEO reports on a domain.
Chose SpyFu
SpyFu is definitely a lower-cost, more simplistic, easier-to-use, less robust tool compared to SEMRush. However, they provide similar information in similar ways. I would say for the serious, large business looking to invest in a hardy tool, SEMRush is great. For the smaller …
Chose SpyFu
Personally, the only tool I use as often as SEMRush. If you have the SEMRush paid version, I personally choose to use that over SpyFu. SpyFu is the best free search analytics tool online though. It has the greatest offerings in its free pack and allows you to have the most …
Chose SpyFu
It isn't fair to compare these two tools overall. They have a few shared pieces, but SEMRush is much more expensive but includes many more tools making it a full SEO suite. When looking strictly at the shared tools from both companies (the competitor keyword tools), they stack …
Chose SpyFu
When it comes to assessing the competition, SpyFu is fantastic. I prefer its competitor analysis features much more than SEMRush or any other platform out there. That is what I use SpyFu for. Regarding reporting and integrations, it doesn't quite seem like it's the best option …
Chose SpyFu
Currently we actively use Semrush and Similar Web, along side SpyFu. To be honest, the platforms are fairly interchangeable. Each one has one or two unique things that the other doesn't have. None of it is totally earth shattering. So often it comes down to price, and SpyFu is …
Chose SpyFu
I spent years exclusively using Semrush for this kind of competitor PPC data, and have used Moz in the past on several occasions. I feel that SpyFu is more well-rounded and provides deeper insights than these other products, and honestly, it's just more updated as well. Easier …
Chose SpyFu
SpyFu has what we needed from Semrush, and Spyfu is more reasonably priced. Spyfu does not have some of the higher level and specific tools, but is great for the price.
Chose SpyFu
Spyfu fails to hit the mark at least when it comes to SEO since both Ahrefs and Semrush has a bigger directory and fetches data from more countries than Spyfu does, however Spyfu offers a great deal when it comes to cost effective solution to almost every digital marketing …
Chose SpyFu
Compared to Semrush or Ahrefs, neither of the competitors stacks up against SpyFu in terms of competitor insight of paid ad performance. It can even identify specific ad copy changes, which can be crucial for high-demand periods like Black Friday. In my opinion, SpyFu is an …
Chose SpyFu
I was surprised to find I preferred Semrush when it comes to keyword research. SpyFu is great (and less expensive than Semrush), but I felt the data Semrush provided was vaster than SpyFu. I was able to get more competitors spending insights in Semrush than SpyFu. Overall, I …
Chose SpyFu
SpyFu is more cost-effective than both (Ahrefs and Semrush), but we have to compromise on the data's accuracy. However, the data reporting and user interface of SpyFu make it easy to decipher. For Paid Ads keyword lookup, we prefer SpyFu to any other tool maybe, because it's …
Chose SpyFu
It's a great little tool that offers pretty much everything you can get from Moz or Semrush at a fraction of the cost. My company uses a few different tools but I always come back to SpyFu because it is so easy to use and their build-in reporting is great.
Chose SpyFu
I've used Semrush as well. Semrush does organic SEO analysis better than SpyFu and backlink research. I find the data more intuitive. I much prefer SpyFu for their advertising/PPC analysis and use SpyFu when researching competitors' advertising campaigns. These are the main two …
Chose SpyFu
I use Ahrefs for Site audit, Keyword Research, Backlink analysis, and some parts of competitor analysis. SpyFu I always wanted to keep primary, but it's not doable with the limitation of their database, which forces me to use Ahrefs for that reason.
Chose SpyFu
SpyFu offers the best keyword research platform out there. I have used this for many companies that are still using this tool today. It's always been one of my first marketing software recommendations to companies I work with. For those who understand digital marketing such as …
Chose SpyFu
There aren't a whole bunch of companies that does what spyfu does well. I believe Spyfu also has the cheapest paid version of the lot
Chose SpyFu
It's a key element to my Digital Marketing surveying efforts. Often it proves to have been more accurate, once I have access to Analytics tools such GA or SiteCatalyst, in comparison to its own competitor-set.
Features
Optimizely Web ExperimentationSemrushSpyFu
Testing and Experimentation
Comparison of Testing and Experimentation features of Product A and Product B
Optimizely Web Experimentation
8.0
163 Ratings
5% below category average
Semrush
-
Ratings
SpyFu
-
Ratings
a/b experiment testing9.0163 Ratings00 Ratings00 Ratings
Split URL testing8.5135 Ratings00 Ratings00 Ratings
Multivariate testing8.4139 Ratings00 Ratings00 Ratings
Multi-page/funnel testing7.9126 Ratings00 Ratings00 Ratings
Cross-browser testing8.197 Ratings00 Ratings00 Ratings
Mobile app testing8.175 Ratings00 Ratings00 Ratings
Test significance8.4147 Ratings00 Ratings00 Ratings
Visual / WYSIWYG editor8.1133 Ratings00 Ratings00 Ratings
Advanced code editor8.0125 Ratings00 Ratings00 Ratings
Page surveys6.217 Ratings00 Ratings00 Ratings
Visitor recordings8.418 Ratings00 Ratings00 Ratings
Preview mode7.6145 Ratings00 Ratings00 Ratings
Test duration calculator7.8112 Ratings00 Ratings00 Ratings
Experiment scheduler8.2112 Ratings00 Ratings00 Ratings
Experiment workflow and approval7.890 Ratings00 Ratings00 Ratings
Dynamic experiment activation7.574 Ratings00 Ratings00 Ratings
Client-side tests7.896 Ratings00 Ratings00 Ratings
Server-side tests7.250 Ratings00 Ratings00 Ratings
Mutually exclusive tests8.180 Ratings00 Ratings00 Ratings
Audience Segmentation & Targeting
Comparison of Audience Segmentation & Targeting features of Product A and Product B
Optimizely Web Experimentation
8.2
152 Ratings
7% below category average
Semrush
-
Ratings
SpyFu
-
Ratings
Standard visitor segmentation8.4147 Ratings00 Ratings00 Ratings
Behavioral visitor segmentation7.7122 Ratings00 Ratings00 Ratings
Traffic allocation control9.1144 Ratings00 Ratings00 Ratings
Website personalization7.8111 Ratings00 Ratings00 Ratings
Results and Analysis
Comparison of Results and Analysis features of Product A and Product B
Optimizely Web Experimentation
8.3
149 Ratings
4% below category average
Semrush
-
Ratings
SpyFu
-
Ratings
Heatmap tool9.313 Ratings00 Ratings00 Ratings
Click analytics8.833 Ratings00 Ratings00 Ratings
Scroll maps8.517 Ratings00 Ratings00 Ratings
Form fill analysis8.072 Ratings00 Ratings00 Ratings
Conversion tracking8.744 Ratings00 Ratings00 Ratings
Goal tracking8.2127 Ratings00 Ratings00 Ratings
Test reporting7.9137 Ratings00 Ratings00 Ratings
Results segmentation7.7103 Ratings00 Ratings00 Ratings
CSV export7.9102 Ratings00 Ratings00 Ratings
Experiments results dashboard8.049 Ratings00 Ratings00 Ratings
SEO
Comparison of SEO features of Product A and Product B
Optimizely Web Experimentation
-
Ratings
Semrush
7.9
154 Ratings
3% above category average
SpyFu
6.6
52 Ratings
15% below category average
Keyword analysis00 Ratings8.6154 Ratings7.052 Ratings
Backlink management00 Ratings8.3147 Ratings6.040 Ratings
SERP ranking tracking00 Ratings8.3150 Ratings6.044 Ratings
Page grader00 Ratings7.6129 Ratings7.829 Ratings
Competitive analysis00 Ratings8.5149 Ratings7.051 Ratings
Site audit / diagnostics00 Ratings8.0150 Ratings7.232 Ratings
Site recommendations00 Ratings7.6139 Ratings6.031 Ratings
Task management00 Ratings6.691 Ratings6.120 Ratings
SEO Channels
Comparison of SEO Channels features of Product A and Product B
Optimizely Web Experimentation
-
Ratings
Semrush
8.2
140 Ratings
8% above category average
SpyFu
5.8
39 Ratings
26% below category average
Local SEO00 Ratings8.1128 Ratings5.033 Ratings
Social SEO00 Ratings8.0106 Ratings5.028 Ratings
Mobile SEO00 Ratings8.3113 Ratings8.029 Ratings
Global SEO00 Ratings8.2114 Ratings5.035 Ratings
SEO Platform & Account Management
Comparison of SEO Platform & Account Management features of Product A and Product B
Optimizely Web Experimentation
-
Ratings
Semrush
8.5
125 Ratings
1% above category average
SpyFu
7.3
28 Ratings
14% below category average
Multi-domain support00 Ratings8.2115 Ratings6.028 Ratings
Integration with web analytics tools00 Ratings8.7119 Ratings8.518 Ratings
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Optimizely Web ExperimentationSemrushSpyFu
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Nozzle
Score 10.0 out of 10
Medium-sized Companies
Dynamic Yield
Dynamic Yield
Score 9.0 out of 10
Advanced Web Ranking
Advanced Web Ranking
Score 8.2 out of 10
Advanced Web Ranking
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Score 8.2 out of 10
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Score 9.0 out of 10
Dupli Checker (DupliChecker.com)
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User Ratings
Optimizely Web ExperimentationSemrushSpyFu
Likelihood to Recommend
8.7
(253 ratings)
8.2
(154 ratings)
7.0
(62 ratings)
Likelihood to Renew
9.4
(51 ratings)
9.1
(3 ratings)
10.0
(10 ratings)
Usability
10.0
(58 ratings)
8.0
(10 ratings)
7.0
(1 ratings)
Availability
10.0
(7 ratings)
9.1
(1 ratings)
-
(0 ratings)
Performance
7.3
(6 ratings)
7.3
(1 ratings)
-
(0 ratings)
Support Rating
10.0
(16 ratings)
9.9
(17 ratings)
7.6
(13 ratings)
Online Training
3.0
(1 ratings)
-
(0 ratings)
-
(0 ratings)
Implementation Rating
8.0
(11 ratings)
7.3
(1 ratings)
-
(0 ratings)
Configurability
6.0
(1 ratings)
-
(0 ratings)
-
(0 ratings)
Product Scalability
8.0
(162 ratings)
9.1
(1 ratings)
-
(0 ratings)
User Testimonials
Optimizely Web ExperimentationSemrushSpyFu
Likelihood to Recommend
Optimizely
I think it can serve the whole spectrum of experiences from people who are just getting used to web experimentation. It's really easy to pick up and use. If you're more experienced then it works well because it just gets out of the way and lets you really focus on the experimentation side of things. So yeah, strongly recommend. I think it is well suited both to small businesses and large enterprises as well. I think it's got a really low barrier to entry. It's very easy to integrate on your website and get results quickly. Likewise, if you are a big business, it's incrementally adoptable, so you can start out with one component of optimizing and you can build there and start to build in things like data CMS to augment experimentation as well. So it's got a really strong a pathway to grow your MarTech platform if you're a small company or a big company.
Read full review
Semrush
This is suited to plan for keywords in a single market, but it struggles when you need to consolidate several markets. It is well-suited to discover new keywords directly related to the ones being used currently to expand the content the company is creating to get better results.
Read full review
SpyFu
If you have a Google ads PPC campaign and then I would say this is more or less essential if you want to know what your competitors are doing. You can get very useful data out of it even if you subscribe for one month. And the pricing is very reasonable. Even if you don't use Google ads, I would say this is still useful for your SEO/SMO team since it gives you a great idea of what keywords and traffic your competitors are working on.
Read full review
Pros
Optimizely
  • The Platform contains drag-and-drop editor options for creating variations, which ease the A/B tests process, as it does not require any coding or development resources.
  • Establishing it is so simple that even a non-technical person can do it perfectly.
  • It provides real-time results and analytics with robust dashboard access through which you can quickly analyze how different variations perform. With this, your team can easily make data-driven decisions Fastly.
Read full review
Semrush
  • Great visuals for keyword position tracking, love that you can see the page that is ranking
  • Enjoyed the auto-generated reporting feature (specifically in the context of keyword position tracking)
  • Shows many different and useful views for competitive research
  • Great templated keyword research tools for those who are not as hands-on with SEO
  • I LOVE the Keyword Magic Tool for honing in on longtail, high-opportunity keywords
Read full review
SpyFu
  • Keeping a tab on competitors organic and inorganic activities
  • Helps identify where the competitor is getting the backlinks from.
  • Identify competitors top content and the keywords that's bringing them traffic
  • Get proper information of their current and past ADS run on Google.
Read full review
Cons
Optimizely
  • JavaScript is hard to implement sometimes especially for JQuery elements
  • ROI reporting should be part of the overall experimentation reporting
  • CMP integration: where we can easily show status of test on the HPT request
  • CMS integration
  • More widgets like social proof banners, etc.
Read full review
Semrush
  • Extra seats can be expensive, as [an] agency with multiple team members this can be frustrating
  • Backlink data is not great, misses out a lot of backlinks (better off using a specialist backlink tool like Link research tools LRT)
  • Tracking multiple keywords, across multiple clients can be costly
Read full review
SpyFu
  • As with any database, their keyword database has limits, so the data returned is relative to their database, not necessarily the full picture.
  • When SpyFu database or scoring chances, the data provided can spike, thus causing confusion among stakeholders, we're reporting to.
Read full review
Likelihood to Renew
Optimizely
I rated this question because at this stage, Optimizely does most everything we need so I don't foresee a need to migrate to a new tool. We have the infrastructure already in place and it is a sizeable lift to pivot to another tool with no guarantee that it will work as good or even better than Optimizely
Read full review
Semrush
I [previously] used Semrush for many years and I cannot find any other tool being so complete and easy to use.
Read full review
SpyFu
Love this tool but would like insights from all 3 major search engines not just Google. I would also like deeper understanding of the placement for local businesses on Google Places/Maps. Insight into mobile search rankings and best landing pages per industry would also help :) Overall, SpyFu is a necessity for serious search marketers.
Read full review
Usability
Optimizely
Optimizely Web Experimentation's visual editor is handy for non-technical or quick iterative testing. When it comes to content changes it's as easy as going into wordpress, clicking around, and then seeing your changes live--what you see is what you get. The preview and approval process for sharing built experiments is also handy for sharing experiments across teams for QA purposes or otherwise.
Read full review
Semrush
The interface is a little less intuitive than it could be. The data is often available but filtering and manipulating the data can be a little difficult at times. Expanded comparisons would be helpful since most of the time seeing more than a few competitors at a time allows for a better sense of how to forecast.
Read full review
SpyFu
SpyFu is an easy to use tool, and has a self -explanatroy dashborad to generate the data needed to provide insights into any B2B SEO and PPC campaign. It is not comprehensive, but it certainly provides good enough insight to make it a valuable part of any agency tool stack
Read full review
Reliability and Availability
Optimizely
I would rate Optimizely Web Experimentation's availability as a 10 out of 10. The software is reliable and does not experience any application errors or unplanned outages. Additionally, the customer service and technical support teams are always available to help with any issues or questions.
Read full review
Semrush
Semrush available when you need it!
Read full review
SpyFu
No answers on this topic
Performance
Optimizely
I would rate Optimizely Web Experimentation's performance as a 9 out of 10. Pages load quickly, reports are complete in a reasonable time frame, and the software does not slow down any other software or systems that it integrates with. Additionally, the customer service and technical support teams are always available to help with any issues or questions.
Read full review
Semrush
SemRush performs well with few errors!
Read full review
SpyFu
No answers on this topic
Support Rating
Optimizely
They always are quick to respond, and are so friendly and helpful. They always answer the phone right away. And [they are] always willing to not only help you with your problem, but if you need ideas they have suggestions as well.
Read full review
Semrush
I'm in a FB group for Semrush paid users and it amazing! They are fast to respond, take suggestions and help with questions. I have not felt alone in using this product at all. Highly recommend their support team. When I had an issue I can jump into the group and they will help get me the right person to help or even tag their programmers to look at something that is going on. Love the group!
Read full review
SpyFu
SpyFu comes with a link to tutorial videos. I recommend you watch them. The software is capable of so much you really need to watch the videos and learn how to get the most out of it. When I have a question 90% of the time it's there. When it isn't, and I reach out to them, support is always quick and concise.
Read full review
Online Training
Optimizely
The tool itself is not very difficult to use so training was not very useful in my opinion. It did not also account for success events more complex than a click (which my company being ecommerce is looking to examine more than a mere click).
Read full review
Semrush
No answers on this topic
SpyFu
No answers on this topic
Implementation Rating
Optimizely
In retrospect: - I think I should have stressed more demo's / workshopping with the Optimizely team at the start. I felt too confident during demo stages, and when came time to actually start, I was a bit lost. (The answer is likely I should have had them on-hand for our first install.. they offered but I thought I was OK.) - Really getting an understanding / asking them prior to install of how to make it really work for checkout pages / one that uses dynamic content or user interaction to determine what the UI does. Could have saved some time by addressing this at the beginning, as some things we needed to create on our site for Optimizely to "use" as a trigger for the variation test. - Having a number of planned/hoped-for tests already in-hand before working with Optimizely team. Sharing those thoughts with them would likely have started conversations on additional things we needed to do to make them work (rather than figuring that out during the actual builds). Since I had development time available, I could have added more things to the baseline installation since my developers were already "looking under the hood" of the site.
Read full review
Semrush
I did it by myself and do not have a comment!
Read full review
SpyFu
No answers on this topic
Alternatives Considered
Optimizely
The ability to do A/B testing in Optimizely along with the associated statistical modelling and audience segmentation means it is a much better solution than using something like Google Analytics were a lot more effort is required to identify and isolate the specific data you need to confidently make changes
Read full review
Semrush
We have used both Ahrefs and Semrush extensively at our agency and Semrush remains the tool of choice. We find that Semrush has the largest selection of tools & features to use, with the highest accuracy, and provides top-tier analysis recommendations. It's really is the ultimate all-in-one tool when comparing other performance measurement tools in the digital marketing space.
Read full review
SpyFu
I was surprised to find I preferred Semrush when it comes to keyword research. SpyFu is great (and less expensive than Semrush), but I felt the data Semrush provided was vaster than SpyFu. I was able to get more competitors spending insights in Semrush than SpyFu. Overall, I liked the ability to use both in our keyword research for both paid and organic marketing.
Read full review
Scalability
Optimizely
We can use it flexibly across lines of business and have it in use across two departments. We have different use cases and slightly different outcomes, but can unify our results based on impact to the bottom line. Finally, we can generate value from anywhere in the org for any stakeholders as needed.
Read full review
Semrush
Semrush is flexible and scalable software which can be deployed across multiple departments and sites as needed.
Read full review
SpyFu
No answers on this topic
Return on Investment
Optimizely
  • We're able to share definitive annualized revenue projections with our team, showing what would happen if we put a test into Production
  • Showing the results of a test on a new page or feature prior to full implementation on a site saves developer time (if a test proves the new element doesn't deliver a significant improvement.
  • Making a change via the WYSIWYG interface allows us to see multiple changes without developer intervention.
Read full review
Semrush
  • Using Semrush on behalf of our clients, we have seen some impressive growth in organic visibility, traffic, conversion and revenue, across multiple industries.
  • The site checks available with Semrush have helped us to pitch and sell our services, securing new clients.
Read full review
SpyFu
  • Helping us track our ranking.
  • It helps solve the problem of ambiguity when it comes to Google Ads. It makes the strategy more clear.
  • You can sift through lots of different online analytics to find the information, but it takes way too long. SpyFu has it all in one place!
Read full review
ScreenShots

Optimizely Web Experimentation Screenshots

Screenshot of AI-Powered Experimentation with Opal:

- Instant Test Ideas: Generates high-quality A/B test ideas based on any goals and audience insights.
- Smarter Experimentation: The AI can suggest impactful variations, reducing guesswork and increasing test velocity.
- More Than Just Ideas: From hypothesis generation to analyzing results, Opal helps optimize every stage of the experimentation process.Screenshot of the Web Experimentation Visual Editor :

- Tweak experiments using the visual editor or dive into custom code when needed.
- Modify elements, update styling, or add dynamic behaviors.
- Ensure perfect variations while keeping control over every detail of the experiment.Screenshot of AI Content Suggestions:

- Generates copy variations to supercharge experiments.
- The AI suggests high-impact messaging for tests when hovering over a field.
- AI-powered content suggestions help skip the brainstorming process.Screenshot of Advanced Audience Targeting:

- Delivers personalized experiences by targeting users based on behaviors, attributes, and real-time conditions.
- Defines precise audience segments using first-party data, geolocation, and device type.
- Can test and optimize for different audience groups to maximize impact and engagement.Screenshot of Custom Templates in the Visual Editor:

- Offers pre-built templates for common test setups.
- Standardized variations and maintains brand integrity with reusable templates.
- Templates can be customized visually or tweak them with code for full flexibility.Screenshot of the Web Experimentation Results Page:

- Data visualizations help interpret experiment performance.
- Displays which variations are winning with built-in statistical significance calculations.
- Results can be filtered by audience segments, events, and conversions to uncover key trends.