Insights

Know which way every user is heading.

…and how they compare — to peers, a benchmark, or their own baseline. Fresh signals from the scores and biomarkers Sahha already has, so you always know the moment to act.

Free for 30 days · No credit card

Sahha insights card showing trends and comparisons.
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What you get

Fresh signals from data you already have.

Zero New data to collect — Insights run on the scores and biomarkers Sahha already has

Which way each metric is heading

Trends read every score and factor over a rolling four weeks and label it increasing, decreasing, or stable — direction you can act on, not just today’s value.

The insight suite
  • Trends
    direction over time
    Live
  • Comparisons
    vs peers, benchmark, baseline
    Live
  • Streaks
    consecutive days on goal
    Soon
  • Milestones
    personal bests
    Soon
  • Associations
    what moved what
    Soon
  • Alerts
    threshold crossings
    Soon

How each user stacks up

Comparisons place any metric against global, demographic, or personal-baseline benchmarks — a percentile and a high-to-low read no raw-data API can hand you.

Daily + weekly Comparisons refresh daily, trends weekly — always a live signal
What you build

Act at the right moment.

In-app displays

Show users their trajectory and where they stand — progress over time, and how they compare to peers or their own baseline.

AI summaries

Hand trends and comparisons to an LLM for a personalized recap — “your week in review,” generated.

Triggered journeys

Fire a campaign the moment a trend turns or a metric crosses a benchmark — not on a fixed schedule.

Dynamic segments

Group users by trajectory or percentile — cohorts that update themselves as people trend.

Risk detection

Catch decline early as a trend turns down — before it surfaces as churn.

Outcome reporting

Prove the product works — aggregate trends and baseline shifts to show outcomes over time.

For developers

One call. Every insight, ready to act on.

  • REST API
  • Auto-refreshed
GET /api/v1/profile/insight/comparison
[
  {
    "type": "comparison",
    "category": "biomarker",
    "name": "steps",
    "value": 7275,
    "unit": "count",
    "isHigherBetter": true,
    "periodicity": "daily",
    "startDateTime": "2026-06-03T00:00:00+00:00",
    "endDateTime": "2026-06-04T00:00:00+00:00",
    "data": [
      {
        "type": "demographic",
        "value": 4275,
        "percentile": 0.78,
        "percentageDifference": 0.70,
        "state": "high",
        "properties": { "ageRange": "35-40", "sex": "female" }
      },
      { 
        "type": "global",  
        "value": 5120, 
        "percentile": 0.66, 
        "state": "high" 
      },
      {
        "type": "baseline",
        "value": 6800,
        "percentile": null,
        "percentageDifference": 0.07,
        "state": "high",
        "properties": { "windowDays": 30 }
      }
    ],
    "createdAtUtc": "2026-06-04T09:30:00Z",
    "version": 1
  }
]

Steps

High

78th percentile

last 30 days
You 7,275
Peers, women 35–40 4,275

You take 70% more steps than women aged 35–40.

How it compares

Others return data. We return the signal.

Sahha Insights Other health APIs Build it yourself
What you get back A signal to act on Raw numbers A blank page
Runs on data you already have Warehouse it yourself
Benchmarks vs a population peers + global No population
Keeps itself fresh daily + weekly Build it
Many insight types, same call trends, comparisons… more landing Rebuild each one
Live in Days Weeks Months

Other health APIs = typical wearable / health-data aggregators. They hand back raw metrics — turning them into trends is left to you. And peer or population comparison needs a dataset you don’t have.

Trust & compliance

Built for regulated health data.

Privacy by design

You hold the identity. We hold the data.

  • You provide an External ID for the user
  • No names, emails, phones, or other identifiers
  • DOB and gender — optional

Evidence-based

Validated, not vibes.

  • Built on published research
  • Validated across diverse demographics
  • Guards against bias in real-world populations

Compliance built in

Built for regulated environments.

  • Audited and certified
  • BAA and DPA available
  • Security documentation under NDA
FAQ

Common questions.

What are Sahha Insights?

Insights are the analysis layer on top of Sahha’s health data. Instead of another point-in-time number, they surface patterns worth acting on — today that’s Trends (which way a metric is heading) and Comparisons (how a user ranks against peers, the global population, or their own baseline), with more insight types landing. All are computed automatically from the scores and biomarkers Sahha already collects.

How are Insights different from scores?

A score tells you where a user is right now. An insight tells you what that number is doing — which way it’s trending over weeks, and how it compares to other people or the user’s own history. Scores are the snapshot; Insights are the movement and context around it.

Which insight types are available today?

Two are live: Trends and Comparisons. Streaks, Milestones, Associations, and Alerts are on the roadmap — and because they arrive over the same endpoint family, you adopt new types without new integration work.

How are trends and comparisons calculated?

A trend classifies a metric as increasing, decreasing, or stable over a rolling four-week window, using a metric-specific significance threshold. A comparison places a daily value against a global, demographic, or personal-baseline benchmark and returns a percentile and a high-to-low rating.

Do Insights need new data or a wearable?

No. Insights run on the scores and biomarkers Sahha already computes — there’s nothing new to collect — and they work from phone-only data, with or without a wearable.

How do I access Insights, and how often do they update?

Over the Sahha REST API — GET /api/v1/profile/insight/trend and /insight/comparison. Comparisons refresh daily and trends weekly, so each call returns the latest. Start in a free sandbox and pull both within minutes of connecting a profile.

Know the moment to act.

Connect a profile and get trends and comparisons over the API you already call.

Free for 30 days · All products unlocked

  • Trends & comparisons over one API
  • Computed from data Sahha already has
  • Act the moment a trend turns
  • One integration unlocks every product
  • HIPAA, GDPR & SOC 2 compliant