Hybrid Search that finds exactly what users mean

Combine semantic understanding with keyword precision to deliver relevant results on the first try — shipped in days, not months.

Get started this week
Day 1
1
Discovery &
KPI Mapping
Define search success metrics and categories.
Days 2-3
2
3
Connect Index
Point Shaped to your data source or API.
Days 4-5
4
5
Tune Relevance
Blend lexical/semantic weights, add boosts and filters.
Days 6-7
6
7
Iterate
Monitor zero-result rate and CTR; iterate weekly.
Plugs into your workflow

Integrate via API or batch. Keep your current analytics and experimentation setup, or use Shaped’s built-in tools for end-to-end measurement.

Engineered for production

Low-latency APIs, SDKs in your language, and enterprise-grade SLAs, documented and ready for engineering teams.

Build in-house
with Shaped
Build in-house
With Shaped
Time to first experiment
6–12 months to build infra before testing ideas
~7 days to run your first experiment
Iteration speed
Slow — pipeline changes, retraining, and deployment cycles
Rapid — deploy and measure new experiments instantly
Team required
ML engineers, infra engineers, product, data science
1 engineer to integrate
Upfront cost
$500k–$1M+ in salaries & infra
Subscription pricing
Maintenance
Continuous tuning, scaling, bug fixes
Fully managed by Shaped
Cold start
Weeks or months to gather enough data
Solved from day one
Cross-surface learning
Siloed models per surface
One model that learns from every signal
Faster experimentation, proven KPI lift, and no infra burden, so your team can focus on what matters: shipping product, not pipelines.
Ship Hybrid Search in one sprint
  • Step 1: Connect your data

    All you need are user interactions and (optionally) item metadata. No complex data pipelines or feature engineering required.

  • Step 2: Configure your feed

    Define your feed in minutes with a simple config—no custom ML models or tuning cycles. Shaped handles the hard parts for you.

  • Step 3:  Deploy automatically

    Shaped trains, schedules, and scales your feed to production. Your team ships in weeks, not months—without adding infra or ML hires.

One model, every surface

Search learns from browse, cart, and email — and vice-versa. A single model shares user, item, and event signals across surfaces, raising relevance everywhere and reducing zero-result queries over time.

Explore other use cases:

Baselines

Explore rule-based models like Popular, Trending, and Chronological rankings.

Boosting

Learn how to promote specific items intelligently within personalized rankings.

Cart Upsell & Cross-Sell

Boost AOV with intelligent upsell and cross-sell recommendations in the shopping cart.

Conversational Recommenders

Building personalized conversational AI assistant experiences.

"For You" Feeds

Build dynamic, personalized feeds like TikTok or Instagram Reels.

Grid Ranking

Create personalized grids like Netflix with ranked rows and columns.

Item Cold Start

Handle new items intelligently with attribute-aware ranking models.

Who to Follow

Suggest relevant users to follow on social platforms or marketplaces.

Category Pages

Re-rank items within categories based on user preferences.

Email

Deliver personalized recommendations in email campaigns.

Notifications

Send relevant, personalized notifications to engage users.

Product Detail Pages

Show similar items on PDPs to keep users engaged.

Product Recs

Build personalized product recommendations for e-commerce.

Related Content

Keep users engaged with relevant related content suggestions.

Item Reranking

Re-rank pre-selected items (e.g. from search) based on user preferences.

Hybrid Search

Combine keyword search with personalized ranking for better results.

Similar Users & Items

Find similar items or users for personalized recommendations.

User Cold Start

Provide relevant recommendations for new or anonymous users.

User Interest Ranking

Rank items based on user attributes, stated interests and session context.

User & Item Embeddings

Leverage embeddings for advanced recommendation strategies.

Watch Next Carousels

Suggest the perfect next video to keep users engaged.

Ready to hit your
growth goals?

Get a tailored walkthrough with your KPIs.

100M+
Users
1000+
Queries per second
1B+
Requests