Developer Infrastructure Prompt

“Best API monitoring tool”

Which brands do AI models actually recommend for this developer infrastructure question? We re-run this regularly and track how the answers shift.

Tracked since Mar 21·Last scanned Jun 15

AI Models

Snapshots

Brands Detected

Sources Cited

60 brands come up when 10 AI models answer “Best API monitoring tool”. We re-run this prompt every few days with web search on across ChatGPT, Claude, Gemini, Grok, DeepSeek, and Perplexity.

What AI models recommend

10 models queried · Last scanned Jun 15

Unanimous

10/10 models recommend Datadog

ChatGPT

Claude

DeepSeek

Ddeepseek-chat

Gemini

Ggemini-3-flash

Ggpt-5

Grok

Ggrok-4-1-fast

Perplexity

Brand	ChatGPT	Claude	DeepSeek	Ddeepseek-chat	Gemini	Ggemini-3-flash	Ggpt-5	Grok	Ggrok-4-1-fast	Perplexity	Total
Datadog											10/10
Postman											10/10
New Relic											9/10
Teams											9/10
CI/CD											8/10
Moesif											7/10
OpenTelemetry											7/10
Prometheus											7/10
Checkly											6/10
SigNoz											6/10
Grafana											5/10
Better Stack											4/10
SaaS											4/10
AppDynamics											3/10
JavaScript											3/10
Postman Monitors											3/10
Levo.ai											3/10
AWS											3/10
Ease											3/10
Grafana Cloud											2/10
Azure											2/10
PagerDuty											2/10
Stripe											2/10
Traceable.ai											2/10
Docs											2/10
OpenAI											2/10
Capterra											2/10
G2											2/10
Kubernetes											2/10
Slack											2/10
Uptime.com											2/10
APImetrics											2/10
Excel											1/10
Fully											1/10
Native Teams											1/10
RUM											1/10
Better Uptime											1/10
Drift											1/10
Git											1/10
Matrix											1/10
Playwright											1/10
Puppeteer											1/10
Responsive											1/10
Runscope											1/10
collaboration											1/10
Gold											1/10
Twilio											1/10
Amazon											1/10
Blackbox Exporter											1/10
CloudWatch											1/10
GCP											1/10
GitHub											1/10
PDF											1/10
Python											1/10
SSL											1/10
Splunk											1/10
TCP											1/10
amazon.com											1/10
StackHawk											1/10
Uptrends											1/10

Key Quotes

Claude

“Datadog vs New Relic: Datadog's synthetic monitoring is more intuitive with better CI/CD integration.”

Ddeepseek-chat

“Scale: Uptime.com is ideal for scalability, while SigNoz or Prometheus suit smaller teams.”

DeepSeek

“- Start with Checkly if you prefer defining monitoring as code and integrating it with your CI/CD pipeline checklyhq.com.”

Ggemini-3-flash

“Best Open-Source & Self-Hosted For teams with strict data privacy requirements or those wanting to avoid "vendor lock-in." SigNoz: The top open-source alternative to Datadog.”

Gemini

“Levo.ai / Traceable.ai / Akto Best for: Security and DevSecOps teams.”

Developer Infrastructure brand rankings

Brands ranked by how many AI models mention them. Trend shows change since the last scan.

#BrandModelsScoreTrend

1Postman

10/10↑4

2Datadog

10/10↑4

3New Relic

9/10↑4

4Teams

9/10↑5

5CI/CD

8/10↑4

6Moesif

7/10↑6

7Prometheus

DGGG

7/10↑2

8OpenTelemetry

DGGG

7/10↑4

9Checkly

6/10↑2

10SigNoz

DGG

6/10↑3

11Grafana

GGG

5/10↑1

12Better Stack

4/10↑3

13SaaS

GGG

4/10↑4

14JavaScript

3/10↑2

15Ease

3/10↑2

16AWS

3/10↑1

17Levo.ai

3/10↓2

18Postman Monitors

3/10↑1

19AppDynamics

3/10↑2

20Slack

2/10—

21PagerDuty

2/10↑1

22G2

2/10↑1

23Capterra

2/10↑1

24OpenAI

2/10↑1

25Azure

2/10↑1

26Stripe

2/10↑2

27Grafana Cloud

2/10↑1

28Traceable.ai

2/10↑1

29Uptime.com

2/10↑2

30Kubernetes

2/10—

31APImetrics

2/10↑1

32Docs

2/10↑1

33collaboration

1/10↑1

34Amazon

1/10—

35Better Uptime

1/10↑1

36Blackbox Exporter

1/10—

37CloudWatch

1/10↑1

38Drift

1/10—

39Excel

1/10↑1

40Fully

1/10↑1

41GCP

1/10—

42Git

1/10↑1

43GitHub

1/10—

44Gold

1/10—

45Matrix

1/10↑1

46Native Teams

1/10↑1

47PDF

1/10↑1

48Playwright

1/10↑1

49Puppeteer

1/10↑1

50Python

1/10↑1

51RUM

1/10↑1

52Responsive

1/10↑1

53Runscope

1/10—

54SSL

1/10—

55Splunk

1/10↓2

56StackHawk

1/10↑1

57TCP

1/10—

58Twilio

1/10↑1

59Uptrends

1/10↑1

60amazon.com

1/10—

Developer Infrastructure brand visibility over time

Track how brand mentions shift across AI models over time.

What changed and when

Every brand addition, removal, and citation change logged with timestamps.

Jun 15

Claude started mentioning AppDynamics

Jun 15

Claude rank changed for Checkly

Jun 15

Claude rank changed for Grafana

Jun 15

Claude rank changed for Prometheus

Jun 15

Claude rank changed for OpenTelemetry

Jun 15

Claude rank changed for SigNoz

Jun 15

Claude rank changed for Postman

Jun 15

Claude rank changed for CI/CD

Jun 15

Claude rank changed for Teams

Jun 15

Claude removed citation datadoghq.com

Where AI models get their sources

Domains cited by AI models when answering this prompt, ranked by how many models reference them.

DomainCited byModels

7 models

6 models

5 models

5 models

3 models

3 models

3 models

3 models

2 models

2 models

2 models

2 models

2 models

1 model

1 model

1 model

1 model

1 model

github.com (uptime-kuma project)

1 model

1 model

1 model

1 model

1 model

marketplace.atlassian.com

1 model

1 model

1 model

1 model

1 model

1 model

1 model

prometheus.io / grafana.com

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

ustechautomations.com

1 model

1 model

1 model

1 model

1 model

0e190a550a8c4c8c4b93-fcd009c875a5577fd4fe2f5b7e3bf4eb.ssl.cf2.rackcdn.com

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

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Frequently asked questions

Postman ranks first, mentioned by 10/10 AI models. Also mentioned often: Datadog, New Relic, Teams.

10 AI models answer this prompt: Claude Sonnet 4.6, deepseek-chat, DeepSeek V4, gemini-3-flash, Gemini 3.5 Flash, gpt-5, GPT-5.4 Mini, grok-4-1-fast, Grok 4.3, Perplexity. We look at each response to see which brands show up and what sources get cited.

On a recurring schedule. We run this prompt through every model with web search on, pull out brand mentions and citations, then flag anything that changed.

AI models cite 61 unique domains when answering this prompt. The most-cited sources include postman.com, signoz.io, datadoghq.com.

We regularly send real developer infrastructure prompts to ChatGPT, Claude, Gemini, Grok, DeepSeek, and Perplexity. Sign up free to track your own brand and competitors.

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“Best API monitoring tool”

What AI models recommend

Key Quotes

Developer Infrastructure brand rankings

Developer Infrastructure brand visibility over time

What changed and when

Where AI models get their sources

Related developer infrastructure prompts

Frequently asked questions

Which brand is recommended most for "Best API monitoring tool"?

Which AI models answer this prompt?

How often is this data updated?

What sources do AI models cite for this topic?

How can I track my brand's visibility in developer infrastructure?

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