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Market/Categories/Developer & AI Platform/Doctor Droid

Independent product intelligence · Worldwide · 2026-05-01 → 2026-07-31

Doctor Droiddrdroid.io

Doctor Droid is an AI teammate that mimics engineer investigations, providing analysis on Slack. It reduces on-call time and accelerates troubleshooting for faster issue resolution.

Developer & AI Platformdrdroid.ioTracked since 2026-08-211 discovery source
3.8KBacklinks
1.3KReferring domains
29Domain authority
+3.5%Referring domains · 90 days

Authority & distribution

How strong is Doctor Droid’s web footprint?

Backlinks measure accumulated distribution; referring domains show how broadly that authority is spread. Both are observable on the open web, so both are published for every product here.

Backlinks

3.8KCurrent snapshot

Referring domains

1.3KCurrent snapshot

Authority

29Domain authority · category median 22

90-day move

+3.5%Referring domains, last 90 days
At 29, Doctor Droid sits above the 22 median for its category.

Trajectory · Pro

The counts above are the latest of 370 daily observations. The curve through them is on the full profile.

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Traffic & engagement

Where Doctor Droid ranks

Measured · Pro

Measured for this product: global rank, country rank and category rank.

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AI referral visibility

Which AI assistants are already sending Doctor Droid traffic?

Measured · Pro

Measured for this product: AI referral traffic, which assistants refer it and which pages those referrals land on.

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Product profile

What Doctor Droid is selling.

Traffic makes more sense when you can connect it to the actual product promise.

“Doctor Droid”

Doctor Droid is an AI teammate that mimics engineer investigations, providing analysis on Slack. It reduces on-call time and accelerates troubleshooting for faster issue resolution.

Developer & AI PlatformSeen 2026-08-21 → 2026-08-21Coverage tier C

What we have measured

4 of 8 signal groups are available for this product: identity, authority and backlinks, AI referrals, search demand.

Not measured for this domain: traffic and engagement, audience demographics, country distribution, acquisition mix. Those sections are left out of the page rather than filled with estimates.

Canonical website: https://drdroid.io

Observed across 1 discovery source.

Research questions

What the evidence answers about Doctor Droid.

Every answer is tied to a source we collected, and the questions with no evidence behind them are left unanswered rather than guessed.

What does Doctor Droid do?

Doctor Droid is an AI SRE agent that mimics engineer investigations, providing analysis on Slack to reduce on-call time and accelerate troubleshooting for faster issue resolution. It connects to your cloud, code, and telemetry to build a live knowledge graph of your stack.

What problem does Doctor Droid solve?

It solves the problem of slow incident response and root-cause analysis by providing faster, context-aware investigations. The product's goal is to cut Mean Time To Resolution (MTTR) on every incident through automated remediation suggestions and a continuously learning knowledge graph.

What does Doctor Droid offer or include?

Doctor Droid offers a self-learning AI agent that creates a live knowledge graph by connecting to your existing tools. Key features include cross-tool correlation, a decision engine for alert analysis, and automated runbooks that improve over time.

Who is Doctor Droid for?

Doctor Droid is designed for SRE engineers and teams responsible for incident response, root-cause analysis, and production monitoring. It is a developer tools product aimed at infrastructure and operations.

What is Doctor Droid?

Doctor Droid is a self-learning AI SRE (Site Reliability Engineering) agent that builds a live knowledge graph of your tech stack to automate incident response and root-cause analysis.

5 of 6 research questions are answered for this product. The rest need source evidence we have not collected yet, so they are left unanswered rather than guessed.

Behind the lock

Unlock full Doctor Droid intelligence.

  • Backlink trajectoryThe figures above are the latest observation. The daily curve behind them holds 370.
  • AI referral detailHow much traffic assistants send, which 3 of them do it, and the 3 pages they land on.
  • Search structure and ranking depthOrganic against paid, brand against non-brand, and how many keywords rank in the top three against the long tail — which is what decides whether the demand is portable or tied to the name.
  • The rest of the marketPage through every leaderboard 100 rows at a time, put any five products side by side, and query the whole dataset over API / MCP.

Worldwide estimates · Data period 2026-05-01 → 2026-07-31. Figures are measured estimates intended for market research. Signals we have not measured for this domain are omitted, never estimated; a measured zero is still reported as zero. How this was measured