You no longer need 25 reviews on every product to receive matched leads.

What changed
Before, each product needed its own 25 reviews to unlock matched leads in its category. Now, if any one of your published products has 25 or more reviews, matched leads unlock for all of your products, including newer products and modules that are still building up reviews.

Example: Your CRM has 40 reviews, and your new guest messaging module has 8. Your guest messaging module can now receive matched leads too.

Why we made this change
Matched leads go only to vendors with a proven track record, and 25 verified reviews is how we check that a vendor is trusted by real hoteliers. Once one of your products has passed that bar, your company has shown it’s credible. It didn’t make sense to hold back leads for your newer products until each one earned its own 25 reviews.

Good to know

• Only published product profiles count toward the 25 reviews.
• Your lead targeting settings (category, region, property size) and account balance still decide which leads you receive.
• No products with 25+ reviews yet? How to unlock matched leads →

AI assistants like ChatGPT, Claude and Perplexity have long used Hotel Tech Report as a top source when hoteliers research technology. Now you can see how often they're reading about you.

We're excited to announce AI Visibility, a new dashboard that shows how often AI assistants mention your brand when they read HTR. It's the only place you can see real AI research sessions in your category, and whether you were mentioned in them. Other AI visibility tools rely on made-up test questions. This data only exists on HTR.

What you'll see:

• AI Visibility score: your mentions compared to your category leader
• Rankings: your reputation with hoteliers in specific segments
• Indexing: how many pages featuring you AI assistants can read

Premium members also get LLM Boost, which adds schema markup and indexes more pages so AI assistants surface your brand more easily and more often.

See your AI Visibility → · Learn how to improve it

Hotel Tech Report periodically updates the HTScore algorithm to reflect how hotel buyers actually evaluate technology today.

Hotel tech is changing faster than ever — products that led their category three years ago may have fallen behind, and yesterday's challengers may now be the best choice. Most HTScore variables already weight for recency; Valhalla, our latest update, extends that same treatment to the remaining few, so every signal in the score now favors recent, validated feedback. The result is a score buyers can trust to reflect which vendors hoteliers are actively choosing and endorsing right now — not who accumulated the longest history.

What Variables Are Impacted (and how it improves scoring)

Who will be impacted by this update?

Vendors who will benefit: companies with recent hotel reviews, active customer advocates, and recommendations from trusted partners earned in the last few years. If your market momentum is current, your HTScore and rankings will strengthen.

Vendors who may see a decline: companies whose reviews, advocacy, and partner recommendations were mostly earned years ago. That older feedback is less relevant to today's buyers and will carry less weight under Valhalla — so scores built primarily on historical signals will come down accordingly.

What can companies do to prepare?

Nothing changes about what matters: positive customer feedback, verified market validation, and strong partner support have always driven the HTScore — Valhalla simply rewards how recent those signals are.

The best preparation is keeping your validation current. Two specific actions matter most under this update:

Refresh old reviews. Reviews lose weight as they age, but hoteliers who reviewed you years ago can update old reviews with one click — instantly restoring it to full weight. Re-engaging past reviewers is the fastest way to recover decayed score.

Refresh partner recommendations. Recommendations also decay, and ones from trusted partners now carry more weight than ever. Send 1-click requests to integration partners to renew old recommendations.

Beyond that, keep doing what has always worked: build great products, serve customers well, and collect verified feedback consistently. Valhalla is designed so the vendors doing that today are the ones buyers see first.

Win the shopper who's actively comparing you against the competition — and become the answer when buyers ask AI for alternatives.

This is the second step in a broader effort — following our redesigned comparison analyst reports — to infuse Hotel Tech Report's proprietary data and analysis into richer, decision-grade content. We're taking the same engine behind Segment Rankings — every verified review, scored across hotel size, type, and region — and using it to power the pages buyers rely on most.

When a hotelier searches "[your product] alternatives," they aren't browsing — they're in a buying decision, weighing their options before they commit. We've rebuilt these pages from the ground up to make that high-intent moment work harder, for buyers and for the vendors our community recommends.

Check out a sample alternatives page

What's new

• One page per company — we consolidated overlapping product-level pages into a single, authoritative alternatives page per company. Better for buyers, stronger for SEO, and no more pages competing against each other for the same search.
• Powered by Segment Rankings — alternatives are broken out by hotel size (small, mid-sized, large), drawing on the same verified-review data behind Segment Rankings, so shoppers see the products that fit a property like theirs instead of a generic one-size-fits-all list.
• Real data, real analysis — verified recommendation rates, HT Scores, pricing tiers, AI-generated summaries, and head-to-head comparison links in one view, so buyers can build a shortlist without bouncing back to Google.
• Built for LLM discovery — clean URLs, structured data, and a crawlable layout so your rankings get cited when buyers research alternatives through ChatGPT, Claude, Perplexity, and Gemini.
• Faster and mobile-first — optimized to load quickly and read cleanly on any device.

What this means for vendors

Your data is the engine. These pages are dynamically generated and live-updated from real Hotel Tech Report signals — your verified reviews, your segment rankings, your recommendation rates, your content and editorial presence. That makes everything you build on HTR more valuable than ever: the stronger your reviews and the richer your presence, the more prominently and persuasively you show up in the moments buyers are deciding.

Added Perks for Premium Members 

On your own alternatives page, Premium tilts the experience in your favor:

• Boosted visibility — Premium products get boosted visibility to drive additional visibility and leads from high intent alternatives pages putting you in front of buyers who are actively comparing your competitors.
• Positive framing — your product anchors the page instead of a grid of potential alternatives and the page is designed around helping buyers shortlist you, not around why they should consider alternatives instead
• Fewer competitor placements — keep the visitor focused on your brand, with a prompt to reach out to your team before they decide.

And with an active PPC campaign, you earn paid placement across alternatives pages site-wide — in the segment rankings, the comparison table, and on your competitors' pages — sending high-intent, ready-to-buy traffic straight to your site.

This is just the beginning — we're continuing to bring our proprietary data and analysis into more of the surfaces where buyers make decisions.

See where your product ranks across hotel size, type, region, and country — and become the answer when buyers ask AI.

Hoteliers are increasingly researching vendors through ChatGPT, Claude, Perplexity, and Gemini. These models reward specific, structured, real-data-backed content over generic claims. A single overall rank gives them little to work with — but "#1 PMS for boutique hotels in Italy, based on 47 verified reviews" is exactly the kind of niche, long-tail, data-grounded signal AI search cites.

Segment Rankings turn your real HTR data — every verified review from every hotelier — into rankings that work this way.

Four dimensions

• Size — small, mid-sized, large, enterprise
• Type — boutique, luxury, branded, and more
• Region — Europe, North America, APAC, etc.
• Country — every market with enough hoteliers to qualify

Each ranking shows your position, % recommended, review count, and quarter-over-quarter trend. You qualify in a segment with 5+ verified reviews from hoteliers in it; below that, a progress indicator shows how close you are. Refreshes quarterly.

Why it matters

LLMs answer buyer questions like "what's the best PMS for mid-sized hotels in Europe?" by leaning on niche, structured, source-backed content. Segment Rankings are exactly that:

• Niche and long-tail — hundreds of specific positions per category, not a single overall rank
• Real platform data — every ranking traces to verified hoteliers in that segment, not editorial claims
• Structured for citation — clear position, denominator, and recommendation percentage AI can quote directly

The same granularity sharpens your sales work too — specific segments to lead with in case studies, growth opportunities one or two reviews from qualifying, and concrete wins to quote ("#1 for Mid-sized PMS in Europe" beats "highly rated").

What Premium adds

All vendors see their rankings in the dashboard. Premium changes how buyers — and AI — see them:

• Indexed for AI search — your rankings are exposed to LLM crawlers with schema markup and indexing so they're cited more easily when buyers ask for recommendations
• Visible to non-logged in visitors and LLMs — every non-logged in visitor and LLM sees them, not just logged-in HTR members
• Customizable featured rankings — pick three to showcase across the site. They replace the default Popular Alternatives block on your profile (which sends visitors to competitors) and take over the default survey result placements

What's Coming Next

In the weeks ahead we'll be rolling out a full AI visibility dashboard that will give you the ability to see in real time which LLMs and bots are researching your brand and products on Hotel Tech Report.

Related Posts

• AI Powered Alternatives Pages
  
• AI Powered Product Comparison Analyst Reports

We've rebuilt our comparison pages into full analyst reports — and changed how we generate, publish and index them.

• Richer content & data: verified review scores, HotelTechAward rankings, AI-powered sentiment analysis with real quotes, segment-specific fit, AI-generated verdicts, and integration data — all in one view.
• Quality over quantity: we only publish a report when we have enough verified data and content to make it genuinely useful. No filler pages.
• Faster performance: optimized to load quickly and read cleanly on any device.
• Built for LLM discovery: updated sitemap and a crawlable structure optimized for LLMs to index — meaning more visibility for the vendors our community strongly recommends, in the places buyers are increasingly starting their research.

For our vendor partners: the stronger your reviews and editorial presence on HTR, the more visibility you earn — both with hoteliers and with the LLMs they rely on.

Cloudbeds myfrontdesk vs. Mews → · All reports →

We're excited to announce a new feature that gives vendors instant visibility into what's impacting their lead generation performance on Hotel Tech Report.

What's New

Starting this month, vendors will see live performance alerts directly in their Lead Inbox when specific issues are affecting their visibility and inbound lead volumes. These alerts appear as coaching tips that help you understand exactly what's holding back your lead generation potential.

How It Works

At the beginning of each month, we automatically analyze your account performance across three critical areas:

1. Product Rankings & Reputation We track how many of your products rank in the top 3 within their respective categories. If any of your products fall outside the top 3, you'll receive an alert explaining how this impacts your visibility with buyers (you can check your reputation and get real time tips to improve in the Reputation Report Card)

2. Targeting Coverage We measure what percentage of available segments you've enabled for Instant Connect across your product categories. If you have less than 50% of segments enabled, you'll see an alert about expanding your targeting to capture more qualified leads.

3. Membership Status We track whether you had an active Premium membership during the month. Premium members receive boosted visibility in non-rank-based locations, which directly impacts your lead generation potential.

What You'll See

When performance issues are detected, you'll notice:

• A clear alert count indicator in your Lead Inbox
• Specific, actionable insights for each issue
• Data showing exactly what's impacting your performance (e.g., "1/1 of your products didn't rank in the top 3")
• The timeframe when these issues occurred

Why This Matters

Previously, vendors had to guess why their lead volumes might be lower than expected. Now, you get proactive coaching on the specific factors affecting your pipeline generation, allowing you to:

• Take immediate action on issues impacting your visibility
• Understand the why behind lead volume fluctuations
• Optimize your strategy based on real performance data
• Maximize your ROI on your Hotel Tech Report presence

Getting Started

This feature is now live for all vendors. Simply navigate to your Lead Inbox to see if any alerts apply to your account. Hover over the alert count to see detailed information about each issue.

NOTE: Alerts will only be available from the month the feature was deployed (beginning Feb '26)

What's Next

This is just the beginning. We're continuously expanding our alerts system to provide even more actionable insights that help you grow your pipeline and close more deals.

Have questions about your alerts? Contact your Hotel Tech Report account manager or reach out to our support team.

The next time you login you'll notice that the Lead Inbox got a fresh redesign including: 

• Redesign of the main lead inbox
• New focused view when new leads are pending
• Enriched lead cards for accepted leads with additional details and activity log
• Live coaching tips to optimize your lead volumes and conversion
• Lead insights tab to show lead segmentation and ROI (Premium feature)

Reach buyers right after they take high-intent actions. Our new success-page placements embed PPC auctions into post-review experiences, unlocking a highly efficient way to promote products and monetize key conversion moments.

• Trending Hotel Tech Tools
• Operations Tools
• Revenue Manager Tools
• Guest Experience Tools
• Hotel Marketing Tools

Turn content into clicks. Our new eBook & Webinar PPC auction helps vendors drive low-CPC, high-intent traffic to gated assets—perfect for pipeline creation, not just brand awareness.

Learn more & view placements