This post was sponsored by Victorious. The opinions expressed in this article are the sponsor’s own.
A year into the shift toward AI search, the marketing industry is full of confident takes about the factors that impact AI visibility. But we’ve seen very little data to support commonly held assumptions.
We wanted to see what correlations we could find between traditional search performance and AI mentions and citations. So we built a study to see if we could uncover evidence-based recommendations from the data.
The Study Methodology: Comparing Traditional Search vs. AI Search Performance
To compare how brands perform in traditional search versus AI search, we needed a dataset that captured both signals for the same companies during the same period of time.
We built it out in four phases.
Step 1: Determine The Brand Set.
We selected a representative cross-section of 177 brands across five verticals: healthcare, SaaS, financial services, ecommerce/retail, and legal services.
Step 2: Capture The AI Visibility Signal.
For each brand, we tested vertical-specific prompts across eight AI platforms: ChatGPT, Perplexity, Gemini, Google AI Overview, Google AI Mode, Microsoft Copilot, Claude, and Meta AI. That gave us 107,011 AI responses to analyze.
For every response, we recorded two things: whether the platform named the brand (mention), and whether it linked to the brand’s domain as a source (citation).
Step 3: Pull The Organic Performance Data.
For the same 177 brands, we tracked domain-level organic performance in Semrush during the first quarter of 2026, including traffic trends and Authority Scores.
Step 4: Cross-Reference The Two Datasets.
We joined the AI visibility data with the organic data so every brand had three comparable measures: mention rate, citation rate, and Authority Score. That structure let us look at the relationship between traditional ranking signals and AI visibility, and whether those factors were more or less related across the different verticals.
Why We Tracked Mention Rate & Citations Separately
One metric doesn’t capture AI visibility, so we tracked both mention rate and citation rate as separate signals. For example, a brand can be mentioned often and cited rarely, or cited often and rarely mentioned. Tracking both separately, rather than collapsing them into a single “AI visibility” score, ended up being central to the nuances we could pull from the different verticals.
Finding 1: Most Brands Have No AI Mentions At All
Of the 177 brands in our dataset, only 18 had any AI mention rate above zero in Q1 2026. That means 89.8 percent of the brands we tested were largely absent from AI search across the eight platforms we measured. They weren’t mentioned. The brands weren’t surfaced in relation to answers, as sources, or examples.
This runs counter to a lot of the current industry chatter, which treats AI visibility as a race that’s already well underway. Our data shows a very different picture. For an overwhelming number of brands, the race hasn’t yet begun.
The fact that only 18 of the 177 brands in our research registered any AI mentions at all indicates that brands willing to take AI visibility seriously now will be competing against a small number of incumbents in their vertical, not against the entire category.
Finding 2: AI Visibility Patterns Vary By Vertical
Once we broke the data down by vertical, three distinct patterns emerged.
“Q1 2026 Quarterly Search Report: Mention rate vs. citation rate, by vertical: Healthcare, SaaS, and Financial Services” created by Victorious. May 2026.
Brands within these three verticals were consistently mentioned and cited, but for different reasons. Healthcare brands benefit from clear entity identifiers such as names, locations, specialties, and network affiliations, which reinforce the signals that AI platforms use to evaluate expertise and authority. SaaS brands are commonly featured on third-party platforms such as G2, Reddit, and LinkedIn, where products are discussed by users and reviewers. Financial Services benefits from strong editorial media presence on platforms like MarketWatch, Bankrate, and NerdWallet, which are common sources AI platforms turn to for financial questions.
Financial Services was also the only vertical where citation slightly exceeded mention, which suggests AI platforms trust the content slightly more than it trusts specific brands yet.
In each case, the brands that show up have something AI platforms can attach the brand identity to: structured data, third-party validation, or editorial coverage. The brands that don’t show up usually lack one or more of those.
Mentioned More Than Cited: Ecommerce & Retail Brands
“Q1 2026 Quarterly Search Report: Mention rate vs. citation rate for Ecommerce/Retail” created by Victorious. May 2026.
Ecommerce posted the widest gap in our dataset. AI platforms recognize these brands but pull their source material from somewhere else, usually marketplaces, aggregators, and review sites rather than the brands’ own domains.
For these brands, recognition comes from marketplace presence and consumer familiarity. The bigger challenge for ecommerce brands is giving AI platforms content worth citing on their own domain, instead of leaving the field to Amazon, Reddit, and review aggregators.
Cited But Rarely Mentioned: Legal Services
“Q1 2026 Quarterly Search Report: Mention rate vs. citation rate for Legal Services” created by Victorious. May 2026.
Legal services posted the inverse pattern as ecommerce brands. AI platforms regularly source content from legal sites, but they rarely credit the firm behind the article.
Closing that gap means building the entity signals that connect a piece of content back to a recognizable firm.
Findings 3 – 4
Each AI platform draws from a different set of sources.
Personalization may be compounding early AI visibility.
Google’s Personal Intelligence update pulls signals from a user’s Gmail and Photos into AI Mode responses, biasing results toward brands the user has already encountered. If that effect holds, brands that win a user’s first AI interaction on a topic could compound their visibility faster than later entrants. The full report walks through what we’re watching in Q2 to test this.
Key Takeaway
If you take away nothing else from this data, remember that you haven’t lost first-mover advantage. With only 18 of the 177 brands we measured earning mentions AI search, there’s still white space in your vertical waiting to be claimed.
How To Identify & Focus On The LLM That Works For You
Not every LLM deserves equal optimization effort.
Misallocating that effort is costing your clients rankings, leads, and revenue.
In this on-demand GEO webinar, Natalie Ann and our expert panel for a breakdown of which platforms are driving measurable results, and how to build an AI search strategy backed by conversion data.
This post was sponsored by WP Engine. The opinions expressed in this article are the sponsor’s own.
In the race for audience attention, digital marketers at media companies often have one hand tied behind their backs. The mission is clear: drive sustainable revenue, increase engagement, and stay ahead of technological disruptions such as LLMs and AI agents.
Yet, for many media organizations, execution is throttled by a “Sticky-taped stack,” which is a fragile, patchwork legacy CMS structure and ad-hoc plugins. For a digital marketing leader, this isn’t just a technical headache; it’s a direct hit to the bottom line.
Fragmentation Tax: How A Siloed CMS, Disconnected Data & Tech Debt Are Costing You Growth
The Fragmentation Tax is the hidden cost of operational inefficiency. It drains budgets, burns out teams, and stunts the ability to scale. For digital marketing and growth leads, this tax is paid in three distinct “currencies”:
1. Siloed Data & Strategic Blindness.
When your ad server, subscriber database, and content tools exist as siloed work streams, you lose the ability to see the full picture of the reader’s journey.
Without integrated attribution, marketers are forced to make strategic pivots based on vanity metrics like generic pageviews rather than true business intelligence, such as conversion funnels or long-term reader retention.
2. The Editorial Velocity Gap.
In the era of breaking news, being second is often the same as being last. If an editorial team is forced into complex, manual workflows because of a fragmented tech stack, content reaches the market too late to capture peak search volume or social trends. This friction creates a culture of caution precisely when marketing needs a culture of velocity to capture organic traffic.
3. Tech Debt vs. Innovation.
Tech debt is the future cost of rework created by choosing “quick-and-dirty” solutions. This is a silent killer of marketing budgets. Every hour an engineering team spends fixing plugin conflicts or managing security fires caused by a cobbled-together infrastructure is an hour stolen from innovation.
The 4 Publishing Pillars That Improve SEO & Monetization
To stop paying this tax, media organizations are moving away from treating their workflows as a collection of disparate parts. Instead, they are adopting a unified system that eliminates the friction between engineering, editorial, and growth.
A modern publishing standard addresses these marketing hurdles through four key operational pillars:
Pillar 1: Automated Governance (Built-In SEO & Tracking Integrity)
Marketing integrity relies on consistency.
In a fragmented system, SEO metadata, tracking pixels, and brand standards are often managed manually, leading to human error.
A unified approach embeds governance directly into the workflow.
By using automated checklists, organizations ensure that no article goes live until it meets defined standards, protecting the brand and ensuring every piece of content is optimized for discovery from the moment of publication.
Pillar 2: Fearless Iteration (Continuous SEO & CRO Optimization Without Risk)
High-traffic articles are a marketer’s most valuable asset. However, in a legacy stack, updating a live story to include, for instance, a Call-to-Action (CTA), is often a high-risk maneuver that could break site layouts.
A modern unified approach allows for “staged” edits, enabling teams to draft and review iterations on live content without forcing those changes live immediately. This allows for a continuous improvement cycle that protects the user experience and site uptime.
Pillar 3: Cross-Functional Collaboration (Reducing Workflow Bottlenecks Between Editorial, SEO & Engineering)
Any type of technology disruption requires a team to collaborate in real-time. The “Sticky-taped” approach often forces teams to work in separate tools, creating bottlenecks.
A modern unified standard utilizes collaborative editing, separating editorial functions into distinct areas for text, media, and metadata. This allows an SEO specialist or a growth marketer to optimize a story simultaneously with the journalist, ensuring the content is “market-ready” the instant it’s finished.
Late-breaking or real-time events, such as global geopolitical shifts or live sports, require in-the-moment storytelling to keep audiences informed, engaged, and on-site. Traditionally, “Live Blogs” relied on clunky third-party embeds that fragmented user data and slowed page loads.
A unified standard treats breaking news as a native capability, enabling rapid-fire updates that keep the audience glued to the brand’s own domain, maximizing ad impressions and subscription opportunities.
Conclusion: Trading Toil for Agility
Ultimately, shifting to a unified standard is about reducing inefficiencies caused by “fighting the tools.” By removing the technical toil that typically hides insights in siloed tools, media organizations can finally trade operational friction for strategic agility.
When your site’s foundation is solid and fast, editors can hit “publish” without worrying about things breaking. At the same time, marketers can test new ways to grow the audience without waiting weeks for developers to update code. This setup clears the way for everyone to move faster and focus on what actually matters: telling great stories and connecting with readers.
The era of stitching software together with “sticky tape” is over. For modern media companies to thrive amid constant digital disruption, infrastructure must be a launchpad, not a hindrance. By eliminating the Fragmentation Tax, marketing leaders can finally stop surviving and start growing.
Jason Konen is director of product management at WP Engine, a global web enablement company that empowers companies and agencies of all sizes to build, power, manage, and optimize their WordPressⓇ websites and applications with confidence.
Travelers today can effortlessly browse through countless vacation rental options with only a few clicks. With so much competition, a strong online presence is critical to success in the vacation rental space.
With competition from large players like VRBO, Airbnb, and Booking.com, small local vendors can not solely rely on word-of-mouth or local listings. You need a robust SEO strategy to capture the attention of potential guests and drive direct bookings.
We’re going to dive into local and travel SEO for vacation rentals, to apply advanced techniques to improve online authority and visibility in order to drive more valuable traffic and bookings.
We’ll explore how to optimize a vacation rental business’ web presence, leverage the powerful Google Travel platform, and implement proven strategies to stand out in a crowded online travel market.
Keyword Research
Before you embark on any optimization efforts, you need to understand what the target audience is searching for and what authority may already exist on these topics.
Start by simply conducting searches on the keywords prospective renters would use to find your targeted vacation rentals.
Then, conduct more robust research via common SEO platforms to include competitor analysis and rank tracking to understand what, if any, visibility already exists.
Rather than broadly targeting keywords like “vacation rentals in California,” narrow your focus to your specific location (“oceanfront rentals in San Diego”), property type (“luxury villas in St Barts”), or amenities (“pet-friendly cabins with hot tubs in Big Bear”).
Be sure to pay attention to long-tail keywords. Longer, more specific phrases may have lower individual search volume, but they often indicate higher intent and can drive highly qualified traffic to a website.
On-Page Optimization
Look to fine-tune the vacation rental website’s content and structure to make it easily understandable and accessible to search engines.
This includes optimizing various elements to improve the website’s visibility and ranking for relevant keywords.
Title Tags
Adding the business/brand name to the end of a page title can help with brand recognition online, but is not mandatory.
Example: For a mountain cabin in Telluride, your title tag could be “Cozy Mountain Cabin in Telluride, CO | BusinessName.”
Meta Descriptions
Well-written meta descriptions are your opportunity to “promote” the vacation rental and should highlight key features.
Example: “Escape to this charming cabin with stunning mountain views, a private hot tub, and direct access to the slopes. Perfect for families and couples seeking a relaxing getaway.”
Heading Tags (H1, H2, Etc.)
Structure your content with clear, structured, hierarchical headings and subheadings incorporating relevant keywords.
This not only improves readability for users, but also helps search engines understand the hierarchy and context of the content.
A well-optimized vacation rental category page will include sections addressing any and all questions renters may have prior to renting. Section headings may include:
H1 – Vacation Rentals in [Location]
H2 – Types of Vacation Rentals Available
H3 – Pet-Friendly Rentals
H3 – Family Rentals
H3 – Large Group Rentals
H2 – Why Book A Vacation Rental with Us
H2 – Best Time to Visit [Location]
H2 – How To Book a Vacation Rental
H2 – Vacation Rental Amenities
H3 – Indoor Features
H3 – Outdoor Amenities
H2 – Top Things to Do Near the Vacation Rental
H2 – FAQs
H3 – Question and Answer 1
H3 – Question and Answer 2
Image Optimization
Property images are a key component of any successful vacation rental listing as they enable visitors to get a feel for the property and entice them to book.
Images used in online property listings must find a balance between quality and size in order to appeal to prospective renters, while also loading quickly on mobile devices.
Where possible, the WebP image file format can be used to maximize this balance.
Content Optimization
Focus on providing valuable information, answering all of the questions customers may have about vacation rentals.
Consider all of the things a user would want to know when booking a weekend or family getaway. Keyword research will be critical to helping identify the questions people are actually asking online.
Structured Data/Schema
Structured data is a means to appear in Google Vacation Rentals, which will be touched upon further below.
All vacation rental businesses are local in nature, and, as such, there may be an opportunity to create and optimize a Google Business Profile (GBP) for each location. This free profile is as, if not more, important than the website, though your website is, of course, where final booking typically happens.
A GBP can and should contain all primary contact information, business details, rental property information, photos, videos, and content relevant to prospective guests.
Most importantly, the GBP is the primary place where guests can leave reviews, which should be monitored and responded to on a regular basis. Read more below.
Don’t forget regular updates should be posted to GBP to demonstrate the business’ level of engagement with its customers.
These updates can be property overviews, feature highlights, useful blog posts on planning or booking a stay, photo tours, special offers, or anything else,which will add value for the renting audience.
Screenshot of LaCasa Vacations LLC Google Business Profile, January 2025
Online Reviews
All vacation rental guests should be encouraged to leave positive reviews on the Google Business Profile, TripAdvisor, Yelp, and other relevant travel review websites.
Positive reviews not only build trust with new potential guests, but also contribute to your SEO efforts as they signal.
Regardless of the tone, all reviews should be responded to in a timely manner to further demonstrate the level of engagement the business has with its customers.
Negative reviews naturally need a prompt and effective response to both diffuse the situation and show how the business effectively handles customer service issues.
A prompt response to a positive review is an opportunity to further showcase customer communication and to gently ask for referrals.
NAP Consistency In Local And Travel Industry Directories
Research and ensure primary business information (name, address, phone number) is consistent across all accessible online directories and citation sources.
This will help to improve local search visibility and ensure accurate information is displayed to potential guests, wherever they may encounter your business.
There are tools like SOCi or Yext to help centrally manage business information across listings for businesses with multiple locations, or relevant directory listings can be identified via the search results.
Google Vacation Rentals: A Powerful Platform For Visibility
More specifically, Google Vacation Rentals is a prominent platform for showcasing properties directly in search results.
By obtaining and optimizing your listings on this platform, vacation rental companies can increase visibility, attract more guests, and drive direct bookings.
Screenshot from Google Vacation Rentals, January 2025
While there is no “fee” to appear in Google Vacation Rentals, the listings are dominated by Google integration partners who submit properties via a Hotels API feed and the aforementioned large travel players. Integration partners have at least 5,000 properties and have been approved by Google, so this is not an option for every business.
Here’s how to get started with Google Vacation Rentals:
1. Choose a Software Partner: Google Vacation Rentals integrates with various property management systems (PMS) and channel managers. Select a software partner who meets the needs of the rental company and connects with Google Vacation Rentals.
2. Create and maintain Google Business Profile: As noted above, this is a crucial component for managing and optimizing online presence across Google, including Google Maps and Google Search.
3. Connect the PMS/Channel Manager: Once a software partner has been chosen and GBP has been configured, connect the PMS or channel manager to Google Vacation Rentals. This will enable the seamless management of listings and the ability to keep property availability and pricing updated.
4. Optimize Google Vacation Rental Listings: Provide comprehensive and accurate information about each rental, including high-quality photos, detailed descriptions, and competitive pricing. Highlight each property’s unique features and amenities to attract potential guests.
5. Manage Reviews: Respond to guest reviews promptly and professionally, demonstrating a commitment to customer satisfaction. Positive reviews and even negative reviews with quick, effective responses can significantly influence booking decisions, so actively manage the business’s online reputation.
Recommended Strategies For Optimizing Google Vacation Rental Listings:
Professional Photography
Invest in high-quality photos showcasing each property’s best features and create a strong first impression.
Create unique, engaging photos: Use a wide-angle lens to capture the spaciousness of the living room or highlight unique features like a fireplace, hot tub, or outdoor patio with close-up shots.
Number of images to use: Aim for at least 20 high-quality photos showcasing all aspects of the property.
Photo captions, alt text, and image filenames: Be sure to add descriptive captions to all photos to provide context and highlight key features. For example: “Relax on this exquisite private balcony with stunning ocean views.”
For an SEO boost, incorporate relevant keywords into both the alt text and filenames used for each image.
This may seem like a tedious task but it can pay off when it comes to having your images stand out in search results.
Detailed Descriptions
Craft compelling descriptions to entice potential guests and highlight the unique selling points of your property and the vacation destination.
Incorporate target keywords: Use relevant keywords naturally throughout the property’s description, e.g., If your property has a hot tub, include phrases like “private hot tub,” “relaxing hot tub,” or “hot tub with mountain views.”
Structure and formatting: Use bullet points, headings, and subheadings to break up text and improve the readability of your descriptions, particularly if they are lengthy.
Storytelling: Use descriptive language to paint a picture of the guest experience at the property, e.g., “Imagine waking up to the sound of waves crashing on the shore and enjoying your morning coffee on the oceanfront balcony.”
Highlight nearby attractions and provide useful information about the surrounding area to further entice prospective customers to choose your destination for their next travel adventure.
Competitive Pricing
Research competitors and set competitive prices to attract guests, while maximizing revenue.
All consumers, regardless of their income or location, are price-sensitive.
Pricing strategies: Consider different pricing strategies like dynamic pricing based on vacation rental supply and demand, seasonal pricing during peak and off-peak seasons, and discounts for longer stays or last-minute bookings.
Clearly state your value proposition: Be sure to highlight the unique value proposition of each rental, even if yours is not the cheapest option. For example, you may state, “While our rates may be slightly higher than some competitors, we offer prime locations, luxurious amenities, and exceptional guest service.”
Guest Communication
Respond to inquiries promptly and provide excellent customer service to encourage positive reviews. Be proactive in communicating with guests, answer their questions thoroughly, and address any concerns they may have.
Response times: Set realistic expectations for response times (which you can comfortably adhere to) in your listing, e.g., “We respond to all inquiries within 24 hours.”
Personalized communication: Tailor your communication, wherever possible, to each guest’s needs and preferences.
Pre-stay information: Consider sending guests a welcome email with helpful information about the property, its amenities, services available, and the surrounding area.
SEO Is A Marathon, Not A Sprint
You’ve likely heard this before, and please remember SEO is an ongoing process requiring focus, dedication, consistency, and adaptation, as the recent introduction of AI search clearly demonstrates.
To summarize, the key components to having vacation rentals consistently appear at the top of organic search engine results are:
A clear understanding of audience needs/desires informing in-depth keyword research.
An optimized website.
An optimized Google Business Profile.
Optimized Google Travel Vacation Rental listings.
Consistent, prompt client communications and customer service.
By implementing the strategies outlined in this guide, a strong online presence, the attraction of qualified guests, and maximized booking revenues can be achieved.
SEO is not a magic bullet, but a long-term investment, which can yield sustainable results.
Embrace the journey, stay informed about the latest SEO trends, put the needs of the vacation rental audience at the front of all efforts, and continuously refine the approach to optimization backed by data to achieve lasting success.
