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Riley

Claude is incredibly powerful—but without business context, it’s like Google Maps without GPS. It can answer questions, but it doesn’t know your customers, revenue, sales process, or what matters most to your business. Riley transforms fragmented revenue data into the live context Claude needs to become an expert on your company. Connect Salesforce, HubSpot, Gong, Slack, customer emails, product usage, support tickets, documents, call transcripts, and CRM data into a continuously updated intelligence layer. Riley cleans, connects, and understands this information so Claude reasons over your business. Ask Claude:  • Which accounts are most likely to expand next quarter?  • Which deals are off playbook?  • Why is pipeline slowing in healthcare?  • What customer themes emerged this week?  • Which competitors are appearing more frequently?  • What actions should Customer Success take to improve NRR? Unlike dashboards that describe what happened, Riley continuously discovers patterns, identifies risks, surfaces opportunities, and keeps Claude updated as your business changes. Claude is the reasoning engine. Riley is the Revenue Context Layer. Together, they function like GPS for your revenue organization, helping Sales, Customer Success, Marketing, Product, and executives make faster, better decisions based on a complete, continuously evolving understanding of the business

View in the Claude registry
Integration type
Connector
Verification status
Community connector
Platform
Claude
Category
Sales & CRM

The broad Category that contains the Primary Subcategory.

Primary Subcategory
Enterprise Knowledge Search & AI Context Layer

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

Secondary Subcategories
None listed

Other Subcategories where the Integration is visible.

Brand
Riley
Access
Account required
First tracked
2026-07-16
Tool count
8
Geography
US

Claude Discoverability Score

Live · refreshed daily. Last refreshed

Riley in Enterprise Knowledge Search & AI Context Layer

0/100
Invisible

#29of 32competitors

This is the score for the Integration’s Primary Category, Enterprise Knowledge Search & AI Context Layer. Riley'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

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
12 scoredVerified connectors by score · Community connectors A–Z
Primary Subcategory
1Google Drive100/100
2Egnyte97/100
3Microsoft 36597/100
4Box52/100
5Dropbox31/100
Ace WorkOrganic discovery is pending verificationGet notified when verified
AgentContextOrganic discovery is pending verificationGet notified when verified
AgentlyOrganic discovery is pending verificationGet notified when verified
AskNeedlOrganic discovery is pending verificationGet notified when verified
Circuitry.aiOrganic discovery is pending verificationGet notified when verified
Coconut ContextOrganic discovery is pending verificationGet notified when verified
CreateBasesOrganic discovery is pending verificationGet notified when verified
DeepJudgeOrganic discovery is pending verificationGet notified when verified
HaystackOrganic discovery is pending verificationGet notified when verified
iknow.devOrganic discovery is pending verificationGet notified when verified
Lace LabsOrganic discovery is pending verificationGet notified when verified
Marcora: Brand Context & WritingOrganic discovery is pending verificationGet notified when verified
MekoOrganic discovery is pending verificationGet notified when verified
POMA GrillOrganic discovery is pending verificationGet notified when verified
QontextOrganic discovery is pending verificationGet notified when verified
RileyOrganic discovery is pending verificationGet notified when verified
Solo MCPOrganic discovery is pending verificationGet notified when verified
SyntitanOrganic discovery is pending verificationGet notified when verified
Unstructured FoundationOrganic discovery is pending verificationGet notified when verified
Score explained

What does 0/100 mean?

0 is Riley'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 Riley in connector search, and Positioned shows where it appeared in the picker.

InvisibleBuriedEmergingCompetitiveWinning

Riley 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

8 tools agents can invoke

Riley 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 Riley alternatives on Claude?

As of 2026-08-14, Riley competes with Google Drive, Egnyte, Microsoft 365, Box, Dropbox, Glean, NetDocuments, Guru, Lloyd by The L Suite, Mem0, Unblocked, Within, Ace Work, AgentContext, Agently, AskNeedl, Circuitry.ai, Coconut Context, CreateBases, DeepJudge, Haystack, Hebbia, iknow.dev, Lace Labs, Marcora: Brand Context & Writing, Meko, POMA Grill, Qontext, Solo MCP, Syntitan, Unstructured Foundation in Claude Enterprise Knowledge Search & AI Context Layer, ranked by public Discoverability Score.

Where does Riley rank in Enterprise Knowledge Search & AI Context Layer on Claude?

As of 2026-08-14, Riley ranks #29 of 32 in Claude Enterprise Knowledge Search & AI Context Layer 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.