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Reflect

Reflect turns your HR and workforce data into answers, right inside Claude. Ask in plain language and Reflect queries your people analytics directly: headcount, turnover, recruitment, compensation and more, with no export or spreadsheet. It also surfaces the figures behind your legal and compliance reports (BDESE, Egapro index, EU pay transparency). It explores the data catalog you're allowed to see, runs structured analytics queries, and handles advanced SQL when needed. Read-only and secure by design: every request respects your existing Reflect permissions.

View in the Claude registry
Integration type
Connector
Verification status
Community connector
Platform
Claude
Category
HR & Recruiting

The broad Category that contains the Primary Subcategory.

Primary Subcategory
People Analytics & Employee Experience

The Primary Subcategory used for this profile’s headline score.

Secondary Subcategories
None listed

Other Subcategories where the Integration is visible.

Brand
Reflect
Access
Account required
First tracked
2026-07-16
Tool count
3
Geography
US

Claude Discoverability Score

Live · refreshed daily. Last refreshed

Reflect in People Analytics & Employee Experience

0/100
Invisible

#12of 13competitors

This is the score for the Integration’s Primary Category, People Analytics & Employee Experience. Reflect's tools align with this Category, which is why we measure it here. Claude did not find it in connector search, show it in the connector picker, or invoke it in the measured contested Runs. That is why the score is 0.

How this score is measured
Improve your score Talk to our team

What we measure

One core score. Three important factors to discoverability.

  • Picked

    · 0/100
    Sets the score

  • Found

    · 0/100
    Diagnostic

  • Positioned

    · 0/100
    Diagnostic
Primary Subcategory

Competing in Claude People Analytics & Employee Experience

View Category
8 scoredVerified connectors by score · Community connectors A–Z
Primary Subcategory
1Visier67/100
2Shapes56/100
3SurveyMonkey44/100
4Aura33/100
5Lattice11/100
—CloverleafOrganic discovery is pending verificationGet notified when verified
—OneteamOrganic discovery is pending verificationGet notified when verified
—RECOGOrganic discovery is pending verificationGet notified when verified
—ReflectOrganic discovery is pending verificationGet notified when verified
—TeamspectiveOrganic discovery is pending verificationGet notified when verified
Score explained

What does 0/100 mean?

0 is Reflect's rounded picker appearance rate. It appeared in the connector picker, or Claude invoked it directly, in 0% of contested conversations. All three measures are important to discoverability: Picked determines the headline score, Found shows how often Claude found Reflect in connector search, and Positioned shows where it appeared in the picker.

InvisibleBuriedEmergingCompetitiveWinning

Reflect is 10 points from Buried.

FoundDiagnostic

Whether Claude found your Connector in connector search. It must be Found before it can reach the picker, but the score counts picker appearances—not search results.

PickedMain score

How often your Connector appeared in the picker, or Claude invoked it directly, across contested conversations. This percentage is the Discoverability Score; the headline number is rounded.

PositionedDiagnostic

What position your Connector appeared in when it was shown in the picker. This shows prominence, but it does not affect the score.

Read the full scoring methodologyRecommended guideHow to get your Claude Connector organically discoveredFollow the practical steps agents use to find, shortlist, and choose your Connector.
Tools

3 tools agents can invoke

Reflect FAQ
How do I improve a Community connector's discoverability?

The levers are the listing surface agents actually read: names, descriptions, keywords, tool metadata, and registry health. Which lever matters depends on where discovery breaks, which is what continuous measurement shows.

What are Reflect alternatives on Claude?

As of 2026-08-14, Reflect competes with Visier, Shapes, SurveyMonkey, Aura, Lattice, Omni Analytics, Polar Analytics, Slack, Cloverleaf, Oneteam, RECOG, Teamspective in Claude People Analytics & Employee Experience, ranked by public Discoverability Score.

Where does Reflect rank in People Analytics & Employee Experience on Claude?

As of 2026-08-14, Reflect ranks #12 of 13 in Claude People Analytics & Employee Experience with a Discoverability Score of 0/100 (Invisible).

Where is this profile measured?

This profile uses the geography attached to the latest public registry snapshot: US. Locale tags are intentionally omitted.