What we’ve been up to

Changelog

September 19, 2025

Keyboard-first navigation

You can now move through every question in every module without a mouse, using only your keyboard. It's faster, smoother, and more accessible for everyone.

How it works

  • Tab — move to the next interactive element
  • Shift + Tab — move to the previous element
  • Arrow Keys (↑/↓/←/→) — select answers on multiple choice questions and adjust sliders
  • Search and add fields: type to search, use ↑/↓ to highlight, press Enter to select/add

While the examples above call out common field types, the mouseless UX is implemented consistently across all question types to feel natural and consistent, reacting how you'd expect.

If anything feels off or a particular field doesn't behave as expected, let us know! We're continuing to refine keyboard interactions based on your feedback.

September 9, 2025

Drag-anywhere ranking, autosave, and polish

Today's update makes drag-and-drop ranking smoother, saves as you go, and tidies up rough edges across the user experience.

What's new

Drag-anywhere rank-ordering

You can now drag and drop a rank-order item from anywhere on its bar — not just the drag handle. This allows you to reorder faster with fewer mis-drags as you prioritize.

Autosave for Preferences & Traits dashboards

Every change now saves automatically when updating your preferences or personal information. No extra clicks, and it's safe to navigate away at any time.

Bug fixes and UI tweaks

Numerous small improvements and fixes for stability and consistency throughout the experience.

September 2, 2025

Improved pool transparency and algorithm updates

We shipped several engine improvements that make your progress easier to read, speed up matchmaking, and prepare the platform for much larger scale.

What’s new

Improved pool transparency

We tightened how pool statistics are computed and aligned them directly to our evaluation stages. When a candidate enters the final stages of diligence, you’ll now see a “Promising match” indicator in Pool Transparency, so you’ll know when we’re close to a decision and what (if anything) is left for you to do.

Demonstration of improved pool transparency

3x faster first-stage match scoring

We optimized the first pass of the scoring pipeline, eliminating a major bottleneck and delivering a 3x match evaluation speed improvement. This enables our algorithm to score, filter, and re-score broader candidate sets much faster. Updates to your information and preferences now propagate through the system more quickly with less lag.

NLP profile embeddings → dedicated vector database

We migrated profile embeddings to a dedicated vector database designed for high-volume similarity search.

Why it matters

  • Scalability: supports much larger candidate pools without degrading retrieval times.
  • Better recall at speed: efficient nearest-neighbor queries improve semantic matching while keeping latency low.
  • Cleaner versioning: safer rollouts when we refresh embeddings or models.
August 28, 2025

Preference ranking

You can now edit and rank your preferences in order of importance so we can fully understand the person you’re looking for and honor your real-world trade-offs when thinking about potential matches.

Demonstration of preference ranking

How it works

Open your Preferences view at the top of the page and add or edit the preferences that matter to you. The preferences you’ve already provided are auto-populated, with our best ranking assumptions based on how you originally described them.

Then, place each preference in a tier to establish their importance. The tiers are Non-negotiable, Very important, Somewhat important, and Nice to have.

Rankings within tiers matters, too. For example, the top item in “Very important” carries more weight than the second or third.

These tiers and ranks help our matching algorithm interpret what preferences must be met, what should be optimized for, and what’s optional, providing clarity for you and for us.

August 14, 2025

Keeper V2 is here!

We've spent the last several months locked-in, rethinking every screen, flow, and minor detail. Today we're proud to launch Keeper V2, a top-to-bottom refresh of the platform focused on clarity, control, and measurable progress toward finding your soulmate.

Highlights

  • Rebranded aesthetic – A cleaner, more beautiful system with new colors, typography, and classical fresco imagery that centers the timeless romantic quest.
  • 14 questionnaire modules – Improved question formats capture richer, higher-fidelity signal.
  • Pool transparency statistics – A clear view of where you are in the journey, what’s still in motion, and what you can do next to accelerate your search.
  • Unified editing – Update any piece of information from a single place – faster edits, fewer clicks, less context switching.‍

What's new

Rebranded aesthetic

A refreshed look across the entire experience featuring a new color system, typographic scale, and classic fresco imagery highlighting the timeless romantic quest to find your soulmate. The layout emphasizes readability and clear calls to action.

14 questionnaire modules

New and improved question formats create better UX variety and capture richer, more detailed information. As you work through the modules, you'll earn fresco rewards and provide higher-quality inputs that our quantitative and AI algorithms use to find your best match, faster.

These modules cover everything important to measuring and predicting true love – from your most basic information and preferences to your core values, lifestyle, personality, dreams, and more.

Example of new questionnaire UX

Pool transparency statistics

See where you stand, with clarity. We now show you precise statistics detailing:

  • How many matches we’ve already evaluated
  • How many matches could still be the one for you
  • A clear breakdown of what we’re waiting on for potential matches
  • Specific actions you can take to narrow the field
Pool transparency demonstration

Unified editing

Update any previously provided information from a single, streamlined screen. Faster edits, fewer clicks, less context-switching. You can search for the exact field you want to change, and your updates sync automatically with our system.

Traits editing screen demonstration

And more

Beyond these headline features, V2 includes numerous polish, performance, and reliability improvements throughout the experience. This is a major step forward and just the beginning of the V2 era. We'd love your feedback from real-world use — what's working great and what you'd like to see next.