Agent
Discoverability
Discoverability Score

See how well your product is discovered in ChatGPT and Claude

Search every Plugin and Connector we score. See which ones ChatGPT and Claude recommend on their own, and where each ranks in its category.

  • Winning80+
  • Competitive60–79
  • Emerging40–59
  • Buried10–39
  • Invisible0–9

Suggested by ChatGPT or Claude, not scored yet

No longer visible: seen before, not observed recently

  • 1PocketSmith–97/100
  • 2OpenAI90/100–
  • 3Stripe86/10069/100
  • 4Daloopa–85/100
  • 5Mollie–73/100
  • 6Chargebee–68/100
  • 7PitchBook–59/100
  • 8Intuit QuickBooks58/100
Category benchmarks

Data & Analytics

See all leaderboards
  • 1DataHub–65/100
  • 2Omni62/100
  • 3PostHog61/10036/100
  • 4Mixpanel54/10016/100
  • 5Adobe Customer Journey Analytics–51/100
  • 6Fullstory–43/100
  • 7Amplitude41/10031/100
  • 8dbt Labs–30/100
Category benchmarks
  • 1Ironclad Contracts–96/100
  • 2Patlytics–96/100
  • 3Signeasy–94/100
  • 4SignNow–91/100
  • 5Juro–87/100
  • 6Docusign78/100
  • 7Solve Intelligence–68/100
  • 8Ontra–61/100
Category benchmarks
  • 1Todoist100/100
  • 2monday.com28/10095/100
  • 3TickTick94/100
  • 4Slack69/10091/100
  • 5Asana51/10090/100
  • 6Google Drive–88/100
  • 7Google Calendar–84/100
  • 8Fathom10/10079/100
Category benchmarks
  • 1Supabase88/100
  • 2Datadog86/100
  • 3Neon68/100
  • 4Manufact–59/100
  • 5Bird–52/100
  • 6AgentMail–46/100
  • 7incident.io–39/100
  • 8Grafana–38/100
Category benchmarks
  • 1Zoho CRM11/10085/100
  • 2Outreach33/10084/100
  • 3Nutshell–83/100
  • 4Salesflare–76/100
  • 5HubSpot71/10030/100
  • 6Pipedrive–69/100
  • 7Salesforce–53/100
  • 8Lusha49/100
Category benchmarks
  • 1Metricool89/100
  • 2Supermetrics83/100
  • 3OpenSEO–76/100
  • 4Ahrefs61/100
  • 5Polar Analytics59/100
  • 6Ubersuggest–59/100
  • 7Klue–57/100
  • 8Semrush–56/100
Category benchmarks

Content & Design

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  • 1Lucid–93/100
  • 2Pitch–92/100
  • 3Webflow86/100
  • 4Brightdeck–85/100
  • 5Agility CMS–83/100
  • 6Miro29/10075/100
  • 7Mermaid Chart–70/100
  • 8HeyGen34/10068/100
Category benchmarks

Travel & Hospitality

See all leaderboards
  • 1Civitatis–96/100
  • 2GetYourGuide–96/100
  • 3VELTRA–87/100
  • 4Booking.com36/10084/100
  • 5Brek–70/100
  • 6Expedia56/10014/100
  • 7Otto the Agent–55/100
  • 8DirectBooker–52/100
Category benchmarks
  • 1Windmill–81/100
  • 2Ashby51/10060/100
  • 3Workable–60/100
  • 4Manatal–60/100
  • 5Teamtailor–53/100
  • 6Indeed1/10051/100
  • 7BrightHire–47/100
  • 8Greenhouse–46/100
Category benchmarks
  • 1n8n–63/100
  • 2Zapier–40/100
  • 3Prefect–22/100
  • 4Microsoft–15/100
  • 5Workato–13/100
  • 6Make–13/100
  • 7Celigo–8/100
  • 8PaperOffice–5/100
Category benchmarks
  • 1Instacart96/100
  • 2Shopify88/10091/100
  • 3Shipt–72/100
  • 4CarGurus3/10071/100
  • 5Block–66/100
  • 6ShipBob–53/100
  • 7Uber Eats–53/100
  • 8Shop34/100–
Category benchmarks

Customer Support

See all leaderboards
  • 1Zoho Desk–99/100
  • 2Synthflow–76/100
  • 3Speko–69/100
  • 4Freshservice–59/100
  • 5Unwrap–46/100
  • 6Enterpret–39/100
  • 7Usepylon–35/100
  • 8Risotto–32/100
Category benchmarks

Consumer & Lifestyle

See all leaderboards
  • 1Ticketmaster–90/100
  • 2Tixel–72/100
  • 3StubHub–56/100
  • 4Feverup–21/100
  • 5Bandsintown2/100–
  • 6Ticket Tailor–
  • 7Spotify–
  • 8AllTrails–
Category benchmarks
  • 1Recall27/100–
  • 2Flash9/100–
  • 3Brisk Teaching–
  • 4Coursera–
  • 5MagicSchool–
  • 6Udemy–
  • 7Wiley–
  • 8O’Reilly Media–
Category benchmarks
  • 1Sprinto–
  • 2Pi Security–
  • 3Clerk–
  • 4Norton–
  • 5Drata–
  • 6WorkOS–
  • 7Malwarebytes–
  • 8McAfee–
Category benchmarks

Health & Wellness

See all leaderboards
  • 1Amass–
  • 2Alma–
  • 3Springer Nature–
  • 4Strava–
  • 5Turquoise Health–
  • 6Health Data Avatar–
  • 7Maven Bio–
  • 8Synthesize Bio–
Category benchmarks

Other

  • 1Azure Cosmos DB–
  • 2BigQuery–
  • 3Data–
  • 4Databricks Genie–
  • 5dbt–
  • 6Firebase–
  • 7GitHub–
  • 8Gmail–

A ring is the Discoverability Score; hover it for what it measures. A green dot means the platform suggested it unprompted and its score is coming soon. A dash means the platform has no listing for it.

What we track

How to read this list

What “discoverable” means

Until recently, a customer had to know your product, find its Plugin/Connector in the store and connect it. Now they can start with the job they want done, and ChatGPT & Claude can show relevant Plugins and Connectors directly after their prompt, without the customer naming any of them. That is organic Plugin/Connector discovery.

A company counts as discoverable once a platform has suggested it unprompted in the last 30 days. The list also includes every company we score, so you can see where you stand even before the platform suggests you.

Where the data comes from

Every day we run realistic customer prompts across product categories on ChatGPT and Claude and record which plugins and connectors appear and in what order. Prompts that name a product are excluded.

How scores fit in

A Discoverability Score is measured in a company’s own category: how often it is found, picked and where it is placed. Until its category has enough runs, a company that was suggested shows a green dot and its score is coming. Read the methodology

See who’s winning in every category

Leaderboards for each category on ChatGPT and Claude, with the race over time and who is winning.

Browse category benchmarks
FAQs

Discoverability Score FAQ

How the directory, categories and Discoverability Score work.

Read the methodology
What is the Discoverability Score?

A score out of 100 that shows how consistently AI agents find, pick and rank your product's Plugin or Connector for the customer requests that matter. It combines three signals: Found, Picked and Positioned.

What do Found, Picked and Positioned mean?

Found means your listing appeared when the agent searched for a tool to handle the request. Picked means the agent placed it in the picker shown to the user. Positioned is where it ranked among the options shown.

Which platforms does the score cover?

This checker looks at whether ChatGPT and Claude can find your product, across ChatGPT Plugins and Claude Connectors. The MCP Directory also tracks Grok Connectors, Muse Connectors and Google Connectors.

Do I need an account to check my score?

No. The check uses public registry data only and does not require an account.

Why does my product show no score?

A product can be visible in a directory before its primary category has been scored. When no publishable score is ready, none is shown. It does not mean a score of zero.

How do I improve my Discoverability Score?

The levers are the listing surface agents actually read: names, descriptions, keywords, tool metadata and registry health. Which one matters depends on where discovery breaks: not found, found but not picked, or picked but poorly positioned.

How often is the data updated?

Directory counts, profiles and scores refresh daily, and the directories have been tracked every day since 1 December 2025.