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Signal Index

The Dev Tool AI Search Landscape

How visible is your developer tool when engineers ask ChatGPT, Perplexity, or Google AI for recommendations? We track the signals across every major AI platform.

47verticals
tracked
513brands
monitored
Windmill LabsClearMLClickUpFusionAuthAstro (The Astro Technology Company)Bright DataAzure DevOps (Microsoft product)Instabug (rebranded Luciq)GreptileBitwarden, Inc.DirectusRabbitMQ (Broadcom)AWS AmplifySourcegraph Inc.PlanetScaleMeltanoCoolifyMetazoaContentstackRailwayRancherAWS Cloud Development Kit (AWS CDK)Deno Land Inc.HashiCorpRapidAPIRootly, Inc.MessageBird (Bird)CheckmarxReact CosmosMicrosoft (Visual Studio Code team)RecurlyRedoclyRely.ioRestateTogether AIKubernetesFortanixSinch ABKeycloakCockroach LabsTypesenseLocalXposeMockoonCodeanywhere, IncOptimizelyMongoDBCypressAuth0 (Okta)JetBrains (TeamCity)Semgrep, Inc.

AI Browser Infrastructure

Public AI visibility report for AI Browser Infrastructure companies

AgentQL·Browser Use·Browserbase·Browserless·Hyperbrowser·Skyvern·Stagehand·Steel
8brands

AI Data Curation and Dataset Versioning

Public AI visibility report for AI Data Curation and Dataset Versioning companies

Activeloop·DataChain·Encord·lakeFS·Nomic AI·Roboflow·Voxel51
7brands

Backend-as-a-Service & Realtime

AI visibility benchmarks for top brands in this category.

8base·Amplication·Appwrite·Back4App·Convex·Firebase (Google)·Hasura·Nhost·PocketBase·Supabase
10brands

LLM Inference & Serverless GPU

Public AI visibility report for LLM Inference & Serverless GPU companies

Baseten·Beam·Cerebrium·Fireworks AI·Lepton AI·Modal Labs·Replicate·RunPod·Sference·Together AI
10brands

LLM Observability Evals & Gateways

Public AI visibility report for LLM Observability Evals & Gateways companies

Arize AI·BerriAI (LiteLLM)·Braintrust·Confident AI·Galileo·Helicone·LangChain·Langfuse·Patronus AI·Portkey·Traceloop
11brands

MLOps & Experiment Tracking

Public AI visibility report for MLOps & Experiment Tracking companies

Anyscale·ClearML·Comet ML·MLflow·Weights & Biases·ZenML
6brands

Messaging & Event Streaming

AI visibility benchmarks for top brands in this category.

Ably·Confluent·PubNub·RabbitMQ (Broadcom)·Redpanda·StreamNative·Synadia (NATS.io)·Upstash·WarpStream
9brands

Web Data Infrastructure for AI

Public AI visibility report for Web Data Infrastructure for AI companies

Apify·Bright Data·Crawl4AI·Crawlee (by Apify)·Diffbot·Firecrawl·Jina AI·Octoparse·Oxylabs·Scrapfly·ScrapingBee·Zyte
12brands

AI Code Sandboxes & Agent Runtimes

Public AI visibility report for AI Code Sandboxes & Agent Runtimes companies

Cloudflare·CodeSandbox·Daytona·E2B·Fly.io·Modal·Morph Labs·Northflank·Runloop·Together AI
10brands

Payments & Fintech APIs

AI visibility benchmarks for top brands in this category.

Adyen·Braintree (PayPal)·Chargebee·Lago·Lemon Squeezy·Moov·Orb·Paddle·Plaid·Recurly·Square (Block)·Stigg·Stripe
13brands

Error Tracking & Crash Reporting

AI visibility benchmarks for top brands in this category.

Airbrake·Bugsnag·Embrace·Highlight.io·Instabug (rebranded Luciq)·Jam.dev·LogRocket·Raygun·Rollbar·Sentry·TrackJS
11brands

Search & Vector Databases

AI visibility benchmarks for top brands in this category.

Algolia·Chroma·Elastic·Meilisearch·Pinecone·Qdrant·Trieve·Typesense·Vespa.ai·Weaviate·Zilliz
11brands

Developer Analytics & Product Analytics

AI visibility benchmarks for top brands in this category.

Amplitude·FullStory·Heap (Contentsquare)·June·Koala·Mixpanel·mParticle·Pendo·PostHog·RudderStack·Segment (Twilio)
11brands

Infrastructure as Code

AI visibility benchmarks for top brands in this category.

Ansible (Red Hat)·AWS Cloud Development Kit (AWS CDK)·Chef·Crossplane·env0·HashiCorp·OpenTofu·Pulumi·Puppet·Scalr·Spacelift·Terramate
12brands

AI/ML Infrastructure & LLM Tools

AI visibility benchmarks for top brands in this category.

Anyscale·BerriAI (LiteLLM)·Braintrust·Comet ML·Fireworks AI·Helicone·LangChain·Langfuse·MLflow·Modal Labs·Replicate·Together AI·Weights & Biases
13brands

API Development & Management

AI visibility benchmarks for top brands in this category.

Apigee·APILayer·Hoppscotch·Kong Inc.·MuleSoft·Postman·RapidAPI·SmartBear·Speakeasy·Stoplight·Treblle
11brands

Testing & QA

AI visibility benchmarks for top brands in this category.

Applitools·BrowserStack·Checkly·Cypress·Katalon·LambdaTest·mabl·Percy·Playwright·QA Wolf·Sauce Labs·Testim
12brands

DevSecOps & Application Security

AI visibility benchmarks for top brands in this category.

Aqua Security·Chainguard·Checkmarx·Endor Labs·GitGuardian·Jit·Semgrep·Snyk·Socket·SonarSource·Veracode·Wiz
12brands

Documentation & Developer Portals

AI visibility benchmarks for top brands in this category.

Archbee·Bump.sh·Docusaurus (Meta)·Fern·GitBook·Mintlify·ReadMe·Redocly·Scalar·Stainless·Swimm
11brands

Open Source Commercial / OSS Infrastructure

AI visibility benchmarks for top brands in this category.

Astro (The Astro Technology Company)·Deno Land Inc.·Fermyon Technologies·Hono·Inngest·Oven (Bun)·Remix·Tauri·Temporal·tRPC·Wasmer·Zod
12brands

Internal Developer Platforms

AI visibility benchmarks for top brands in this category.

Atlassian Compass·Backstage (Spotify)·Configure8·Cortex·Humanitec·OpsLevel·Port·Rely.io·Roadie·Syntasso (Kratix)·Upbound
11brands

Authentication & Identity

AI visibility benchmarks for top brands in this category.

Auth0·Clerk·Descope·FusionAuth·Keycloak·Kinde·Stytch·SuperTokens·WorkOS
9brands

Cloud Infrastructure & PaaS

AI visibility benchmarks for top brands in this category.

AWS Amplify·Cloudflare·Coolify·Deno Deploy·DigitalOcean·Fly.io·Heroku·Netlify·Northflank·Railway·Render·Vercel
12brands

Developer Tunnels & Localhost Ingress

Public AI visibility report for Developer Tunnels & Localhost Ingress companies

Cloudflare·Inlets·LocalXpose·NetBird·NetFoundry·ngrok·PageKite·Pinggy·Tailscale·Teleport
10brands

Observability & Monitoring

AI visibility benchmarks for top brands in this category.

Axiom·Better Stack·Chronosphere·Coralogix·Datadog·Dynatrace·Elastic·Grafana Labs·Honeycomb·Logz.io·Mezmo·New Relic·Splunk
13brands

Version Control & Code Collaboration

AI visibility benchmarks for top brands in this category.

Azure DevOps (Microsoft product)·Bitbucket·Gitea·GitHub·GitLab·Graphite·Sourcegraph
7brands

Headless CMS & Content Platforms

AI visibility benchmarks for top brands in this category.

Builder.io·Contentful·Contentstack·DatoCMS·Directus·Hygraph·Kontent.ai·Payload CMS·Prismic·Sanity·Storyblok·Strapi
12brands

CI/CD & Build Systems

AI visibility benchmarks for top brands in this category.

Buildkite·CircleCI·CloudBees·Dagger·Depot·Earthly Technologies·GitHub·GitLab·Harness·Jenkins·JetBrains (TeamCity)·Microsoft (Azure Pipelines)·Nx·Semaphore·Travis CI·Turborepo
16brands

Databases & Data Infrastructure

AI visibility benchmarks for top brands in this category.

ClickHouse·Cockroach Labs·EdgeDB·Fauna·MongoDB·Neon·PingCAP·PlanetScale·QuestDB·Redis·SingleStore·Supabase·Timescale·Turso·Xata
15brands

IDEs & Code Editors

AI visibility benchmarks for top brands in this category.

CodeSandbox·Cursor (Anysphere)·GitHub (Copilot)·Gitpod·JetBrains·Microsoft (Visual Studio Code team)·Replit·StackBlitz·Tabnine·Windsurf·Zed Industries
11brands

Feature Flags & Experimentation

AI visibility benchmarks for top brands in this category.

ConfigCat·DevCycle·Eppo·Flagsmith·GrowthBook·Harness (acquired Split.io)·Kameleoon·LaunchDarkly·Optimizely·Statsig·Unleash·VWO (Wingify)
12brands

Containers & Orchestration

AI visibility benchmarks for top brands in this category.

Docker·Garden.io·HashiCorp·Kubernetes·Mirantis·Okteto·Portainer.io·Rancher·Red Hat OpenShift
9brands

Communications APIs

AI visibility benchmarks for top brands in this category.

Knock·Mailgun (Sinch)·MessageBird (Bird)·Novu·Nylas·Plivo·Postmark·Resend·Sinch AB·Stream·Twilio·Vonage
12brands

Salesforce DevOps

Public AI visibility report for Salesforce DevOps companies

AutoRABIT·Blue Canvas·Copado·Flosum·Gearset·Metazoa·Opsera·Prodly·Provar·Salto
10brands

Secrets Management & Vault

Public AI visibility report for Secrets Management & Vault companies

1Password·Akeyless·BeyondTrust·Bitwarden, Inc.·CyberArk·Delinea·Doppler·Fortanix·HashiCorp·Infisical·Keeper Security
11brands

Issue Tracking & Project Management

Public AI visibility report for Issue Tracking & Project Management companies

37signals·Asana, Inc.·Atlassian Corporation·ClickUp·Hardcore Engineering Inc. (dba Huly Labs)·Height·JetBrains·Linear·monday.com Ltd.·Plane·Shortcut Software, Inc.·Zenhub
12brands

Transactional Email & Developer Email APIs

Public AI visibility report for Transactional Email & Developer Email APIs companies

Amazon.com, Inc. (AWS)·Bird (formerly MessageBird)·Loops·Plunk·Railsware Products Studio LLC·Resend·Sinch (Mailgun)·Sinch (Mailjet)·Twilio (SendGrid)
9brands

Data Engineering & ETL/ELT Pipelines

Public AI visibility report for Data Engineering & ETL/ELT Pipelines companies

Airbyte·Astronomer·Census·Dagster Labs·dbt Labs·Fivetran·Hevo Data·Hightouch·Integrate.io·Matillion·Meltano·Rivery
12brands

Design Systems & Component Libraries

Public AI visibility report for Design Systems & Component Libraries companies

Amazon·Chromatic·Cocycles Ltd. (Bit)·Figma·Knapsack·React Cosmos·Specify·Supernova·UXPin·zeroheight
10brands

Workflow Orchestration & Durable Execution

Public AI visibility report for Workflow Orchestration & Durable Execution companies

Amazon Web Services (AWS)·Camunda·Hatchet·Inngest·Kestra·Orkes·Prefect Technologies, Inc.·Restate·Temporal Technologies·Trigger.dev·Windmill Labs
11brands

Deployment & Hosting Platforms

Public AI visibility report for Deployment & Hosting Platforms companies

Amazon.com, Inc. (parent of AWS Amplify)·Cloudflare, Inc.·coolLabs·Deno Land Inc.·DigitalOcean·Fly.io·Netlify·Railway·Render·Salesforce (Heroku)·Vercel Inc.·Zeabur Inc.
12brands

Incident Management & On-Call

Public AI visibility report for Incident Management & On-Call companies

Atlassian (Opsgenie)·Better Stack·FireHydrant·Grafana Labs·ilert GmbH·incident.io·OneUptime·PagerDuty, Inc.·Rootly, Inc.·Spike.sh·Squadcast (acquired by SolarWinds)
11brands

AI Code Review & Code Quality

Public AI visibility report for AI Code Review & Code Quality companies

Codacy·Code Climate·CodeRabbit·DeepSource·Graphite (Screenplay Studios Inc.)·Greptile·Qodo·Semgrep, Inc.·Snyk·SonarSource·Sourcegraph Inc.
11brands

Cloud Development Environments (CDEs)

Public AI visibility report for Cloud Development Environments (CDEs) companies

Codeanywhere, Inc·Coder·CodeSandbox·Daytona Platforms, Inc.·Gitpod GmbH·Google·Jetify·Microsoft (GitHub, Inc.)·Replit·StackBlitz Inc.·vCluster Labs (formerly Loft Labs)
11brands

Mobile Development Platforms & Cross-Platform

Public AI visibility report for Mobile Development Platforms & Cross-Platform companies

Drifty Co. d/b/a Ionic (acquired by OutSystems)·Expo·Google (Alphabet Inc.)·Ionic·JetBrains·Meta Platforms, Inc. (React Native)·Microsoft·Microsoft (Xamarin)·NativeScript (OpenJS Foundation project)·Tauri Programme (Tauri Foundation)
10brands

Agent Authentication & Identity for AI

Public AI visibility report for Agent Authentication & Identity for AI companies

Arcade.dev·Astrix Security·Auth0 (Okta)·Better Auth·Composio·Descope·Keycard.ai·Merge·Nango·Oasis Security·Operant AI·Stytch·WorkOS
13brands

API Mocking & Service Virtualization

Public AI visibility report for API Mocking & Service Virtualization companies

Apidog·Beeceptor·Karate Labs·Mockoon·Postman·Speedscale·Stoplight·Traffic Parrot·WireMock
9brands

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