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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.

50verticals
tracked
544brands
monitored
AkeylessRoo Code (Roomote)Better StackMatillionPostmarkLogz.ioLovableStyle DictionaryIntegrate.ioOctoparseStackBlitzPageKitePagerDuty1PasswordActiveloopBright DatalakeFSCodeanywhereAWS AmplifyArcade.devPlanetScaleKeeper SecurityCamundaAtlassianInfisicalBrowserStackChainguardVoxel51QuestDBDevCyclePortainerTogether AISauce LabsHarnessHatchetFireworks AIChecklyAppwriteBlock (Goose)AstronomerBeeceptorAmplitudeTravis CISendGridMailgunMailjetSquadcastClearMLClickUpBackstage

01
01

Messaging & Event Streaming

AI visibility benchmarks for top brands in this category.

Ably·Confluent·NATS·PubNub·RabbitMQ·Redpanda·StreamNative·Upstash·WarpStream
9brands
02
02

AI Code Sandboxes & Agent Runtimes

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

Cloudflare·CodeSandbox·Daytona·E2B·Fly.io·Modal·Morph·Northflank·Runloop·Together AI
10brands
03
03

Error Tracking & Crash Reporting

AI visibility benchmarks for top brands in this category.

Airbrake·Bugsnag·Embrace·Highlight.io·Jam.dev·LogRocket·Luciq·Raygun·Rollbar·Sentry·TrackJS
11brands
04
04

Search & Vector Databases

AI visibility benchmarks for top brands in this category.

Algolia·Chroma·Elastic·Meilisearch·Pinecone·Qdrant·Trieve·Typesense·Vespa·Weaviate·Zilliz
11brands
05
05

Developer Analytics & Product Analytics

AI visibility benchmarks for top brands in this category.

Amplitude·FullStory·Heap·June·Koala·Mixpanel·mParticle·Pendo·PostHog·RudderStack·Segment
11brands
06
06

Infrastructure as Code

AI visibility benchmarks for top brands in this category.

Ansible·AWS CDK·Chef·Crossplane·env0·HashiCorp·OpenTofu·Pulumi·Puppet·Scalr·Spacelift·Terramate
12brands
07
07

AI/ML Infrastructure & LLM Tools

AI visibility benchmarks for top brands in this category.

Anyscale·Braintrust·Comet ML·Fireworks AI·Helicone·LangChain·Langfuse·LiteLLM·MLflow·Modal·Replicate·Together AI·Weights & Biases
13brands
08
08

API Development & Management

AI visibility benchmarks for top brands in this category.

Apigee·APILayer·Hoppscotch·Kong·MuleSoft·Postman·RapidAPI·SmartBear·Speakeasy·Stoplight·Treblle
11brands
09
09

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
10
10

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
11
11

Documentation & Developer Portals

AI visibility benchmarks for top brands in this category.

Archbee·Bump.sh·Docusaurus·Fern·GitBook·Mintlify·ReadMe·Redocly·Scalar·Stainless·Swimm
11brands
12
12

Open Source Commercial / OSS Infrastructure

AI visibility benchmarks for top brands in this category.

Astro·Bun·Deno·Fermyon·Hono·Inngest·Remix·Tauri·Temporal·tRPC·Wasmer·Zod
12brands
13
13

Internal Developer Platforms

AI visibility benchmarks for top brands in this category.

Atlassian Compass·Backstage·Configure8·Cortex·Humanitec·Kratix·OpsLevel·Port·Rely.io·Roadie·Upbound
11brands
14
14

Authentication & Identity

AI visibility benchmarks for top brands in this category.

Auth0·Clerk·Descope·FusionAuth·Keycloak·Kinde·Stytch·SuperTokens·WorkOS
9brands
15
15

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
16
16

Observability & Monitoring

AI visibility benchmarks for top brands in this category.

Axiom·Better Stack·Chronosphere·Coralogix·Datadog·Dynatrace·Elastic·Grafana·Honeycomb·Logz.io·Mezmo·New Relic·Sentry·Splunk
14brands
17
17

Version Control & Code Collaboration

AI visibility benchmarks for top brands in this category.

Azure DevOps·Bitbucket·Gitea·GitHub·GitLab·Graphite·Sourcegraph
7brands
18
18

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
19
19

CI/CD & Build Systems

AI visibility benchmarks for top brands in this category.

Azure Pipelines·Buildkite·CircleCI·CloudBees·Dagger·Depot·Earthly·GitHub·GitLab·Harness·Jenkins·Nx·Semaphore·TeamCity·Travis CI·Turborepo
16brands
20
20

Databases & Data Infrastructure

AI visibility benchmarks for top brands in this category.

ClickHouse·CockroachDB·Fauna·Gel·MongoDB·Neon·PingCAP·PlanetScale·QuestDB·Redis·SingleStore·Supabase·Timescale·Turso·Xata
15brands
21
21

IDEs & Code Editors

AI visibility benchmarks for top brands in this category.

CodeSandbox·Cursor·GitHub Copilot·Gitpod·JetBrains·Replit·StackBlitz·Tabnine·VS Code·Windsurf·Zed
11brands
22
22

Feature Flags & Experimentation

AI visibility benchmarks for top brands in this category.

ConfigCat·DevCycle·Eppo·Flagsmith·GrowthBook·Harness·Kameleoon·LaunchDarkly·Optimizely·Statsig·Unleash·VWO
12brands
23
23

Containers & Orchestration

AI visibility benchmarks for top brands in this category.

Docker·Garden·HashiCorp·Kubernetes·Mirantis·Okteto·Portainer·Rancher·Red Hat OpenShift
9brands
24
24

Communications APIs

AI visibility benchmarks for top brands in this category.

Bird·Knock·Mailgun·Novu·Nylas·Plivo·Postmark·Resend·Sinch·Stream·Twilio·Vonage
12brands
25
25

Salesforce DevOps

Public AI visibility report for Salesforce DevOps companies

AutoRABIT·Blue Canvas·Copado·Flosum·Gearset·Metazoa·Opsera·Prodly·Provar·Salto
10brands
26
26

Secrets Management & Vault

Public AI visibility report for Secrets Management & Vault companies

1Password·Akeyless·BeyondTrust·Bitwarden·CyberArk·Delinea·Doppler·Fortanix·HashiCorp·Infisical·Keeper Security
11brands
27
27

Issue Tracking & Project Management

Public AI visibility report for Issue Tracking & Project Management companies

Asana·Atlassian·Basecamp·ClickUp·Height·Huly·Linear·monday.com·Plane·Shortcut·YouTrack·Zenhub
12brands
28
28

Transactional Email & Developer Email APIs

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

Amazon SES·Loops·Mailgun·Mailjet·Mailtrap·Plunk·Resend·SendGrid·SparkPost
9brands
29
29

Data Engineering & ETL/ELT Pipelines

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

Airbyte·Astronomer·Census·Dagster·dbt·Fivetran·Hevo Data·Hightouch·Integrate.io·Matillion·Meltano·Rivery
12brands
30
30

Design Systems & Component Libraries

Public AI visibility report for Design Systems & Component Libraries companies

Bit·Chromatic·Figma·Knapsack·React Cosmos·Specify·Style Dictionary·Supernova·UXPin·zeroheight
10brands
31
31

Workflow Orchestration & Durable Execution

Public AI visibility report for Workflow Orchestration & Durable Execution companies

AWS Step Functions·Camunda·Hatchet·Inngest·Kestra·Orkes·Prefect·Restate·Temporal·Trigger.dev·Windmill
11brands
32
32

Deployment & Hosting Platforms

Public AI visibility report for Deployment & Hosting Platforms companies

AWS Amplify·Cloudflare·coolLabs·Deno·DigitalOcean·Fly.io·Heroku·Netlify·Railway·Render·Vercel·Zeabur
12brands
33
33

Incident Management & On-Call

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

Better Stack·FireHydrant·Grafana·ilert·incident.io·OneUptime·Opsgenie·PagerDuty·Rootly·Spike.sh·Squadcast
11brands
34
34

AI Code Review & Code Quality

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

Codacy·Code Climate·CodeRabbit·DeepSource·Graphite·Greptile·Qodo·Semgrep·Snyk·SonarSource·Sourcegraph
11brands
35
35

Cloud Development Environments (CDEs)

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

Codeanywhere·Coder·CodeSandbox·Daytona·DevPod·Firebase Studio·GitHub Codespaces·Gitpod·Jetify·Replit·StackBlitz
11brands
36
36

Mobile Development Platforms & Cross-Platform

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

.NET MAUI·Capacitor·Expo·Flutter·Ionic·Kotlin Multiplatform·NativeScript·React Native·Tauri
9brands
37
37

Agent Authentication & Identity for AI

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

Arcade.dev·Astrix Security·Auth0·Better Auth·Composio·Descope·Keycard.ai·Merge·Nango·Oasis Security·Operant AI·Stytch·WorkOS
13brands
38
38

API Mocking & Service Virtualization

Public AI visibility report for API Mocking & Service Virtualization companies

Apidog·Beeceptor·Karate·Mockoon·Postman·Speedscale·Stoplight·Traffic Parrot·WireMock
9brands
39
39

AI Browser Infrastructure

Public AI visibility report for AI Browser Infrastructure companies

AgentQL·Browser Use·Browserbase·Browserless·Hyperbrowser·Skyvern·Stagehand·Steel
8brands
40
40

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
41
41

Backend-as-a-Service & Realtime

AI visibility benchmarks for top brands in this category.

8base·Amplication·Appwrite·Back4App·Convex·Firebase·Hasura·Nhost·PocketBase·Supabase
10brands
42
42

LLM Inference & Serverless GPU

Public AI visibility report for LLM Inference & Serverless GPU companies

Baseten·Beam·Cerebrium·Fireworks AI·Lepton AI·Modal·Replicate·RunPod·Sference·Together AI
10brands
43
43

LLM Observability Evals & Gateways

Public AI visibility report for LLM Observability Evals & Gateways companies

Arize AI·Braintrust·Confident AI·Galileo·Helicone·LangChain·Langfuse·LiteLLM·Patronus AI·Portkey·Traceloop
11brands
44
44

MLOps & Experiment Tracking

Public AI visibility report for MLOps & Experiment Tracking companies

Anyscale·ClearML·Comet ML·MLflow·Weights & Biases·ZenML
6brands
45
45

Web Data Infrastructure for AI

Public AI visibility report for Web Data Infrastructure for AI companies

Apify·Bright Data·Crawl4AI·Crawlee·Diffbot·Firecrawl·Jina AI·Octoparse·Oxylabs·Scrapfly·ScrapingBee·Zyte
12brands
46
46

Payments & Fintech APIs

AI visibility benchmarks for top brands in this category.

Adyen·Braintree·Chargebee·Lago·Lemon Squeezy·Moov·Orb·Paddle·Plaid·Recurly·Square·Stigg·Stripe
13brands
47
47

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
48
48

Autonomous Coding Agents

Public AI visibility report for Autonomous Coding Agents companies

Aider AI·All Hands AI (OpenHands)·Amp·Anthropic (Claude Code)·Augment Code·Block (Goose)·Cline Bot Inc.·Cognition (Devin)·Cursor (Anysphere)·Factory (Droid)·Lovable·OpenAI (Codex CLI / Codex)·OpenCode·Replit (Agent 3)·Roo Code (Roomote)·StackBlitz (Bolt.new)·Warp
17brands
49
49

Coding Agent Orchestration

Public AI visibility report for Coding Agent Orchestration companies

Conductor·HumanLayer·Nimbalyst·Paseo·Sculptor·Superset·T3 Code
7brands
50
50

Embeddable Email & Content Editor SDKs

Public AI visibility report for Embeddable Email & Content Editor SDKs companies

Beefree·Chamaileon·CKEditor·GrapesJS·Stripo·Topol·Unlayer
7brands

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