AI developer tool citation share

As of

Augment Code leads at 53.8%; the middle of the board sits at 0%.

Ahead of second place: 30.8%
Held by the top three: 85%
Middle of the board: 0%
Below half the leader: 15 of 16

Rank, name and citation shareMiddle 0%

1Augment Code53.8%
2GitHub Copilot23.1%
3Claude Code7.7%
4OpenAI Codex7.7%
5Windsurf7.7%
6Cursor0.0%
7Devin0.0%
8Tabnine0.0%
9Cline0.0%
10JetBrains AI Assistant0.0%
11Kiro0.0%
12Amp0.0%
13Gemini Code Assist0.0%
14Qodo0.0%
15Replit Agent0.0%
16Roo Code0.0%

The prompt boards are re-run in rotation, about one category a day, so each board refreshes every few weeks and shows the date of its snapshot.

cited as source: 0 on 11 of 16 rows · 13 checks behind each row · 100% confidence across rows.

AI developer tools citation share current rankings
Rank	Name	Citation share	Mention coverage	Share of names	Engines	Change	Why
01	Augment Code	53.8%	19.44% · 7 / 36	11.86% · 7 / 59	2		This rank My rank
02	GitHub Copilot	23.1%	22.22% · 8 / 36	13.56% · 8 / 59	2		This rank My rank
03	Claude Code	7.7%	33.33% · 12 / 36	20.34% · 12 / 59	3		This rank My rank
04	OpenAI Codex	7.7%	22.22% · 8 / 36	13.56% · 8 / 59	2		This rank My rank
05	Windsurf	7.7%	16.67% · 6 / 36	10.17% · 6 / 59	3	2	This rank My rank
06	Cursor	0.0%	22.22% · 8 / 36	13.56% · 8 / 59	3	1	This rank My rank
07	Devin	0.0%	11.11% · 4 / 36	6.78% · 4 / 59	3	4	This rank My rank
08	Tabnine	0.0%	8.33% · 3 / 36	5.08% · 3 / 59	2	2	This rank My rank
09	Cline	0.0%	2.78% · 1 / 36	1.69% · 1 / 59	1	1	This rank My rank
10	JetBrains AI Assistant	0.0%	2.78% · 1 / 36	1.69% · 1 / 59	1	2	This rank My rank
11	Kiro	0.0%	2.78% · 1 / 36	1.69% · 1 / 59	1	2	This rank My rank
12	Amp	0.0%	0% · 0 / 36	0% · 0 / 59	0	3	This rank My rank
13	Gemini Code Assist	0.0%	0% · 0 / 36	0% · 0 / 59	0	5	This rank My rank
14	Qodo	0.0%	0% · 0 / 36	0% · 0 / 59	0		This rank My rank
15	Replit Agent	0.0%	0% · 0 / 36	0% · 0 / 59	0		This rank My rank
16	Roo Code	0.0%	0% · 0 / 36	0% · 0 / 59	0		Showing My rank

cited as source: 0 on 11 of 16 rows · 13 checks behind each row · 100% confidence across rows.

AI developer tools citation share current rankings
Rank	Name	Citation share	Mention coverage	Share of names	Engines	Change	Why
01	Augment Code	53.8%	19.44% · 7 / 36	11.86% · 7 / 59	2		This rank My rank
02	GitHub Copilot	23.1%	22.22% · 8 / 36	13.56% · 8 / 59	2		This rank My rank
03	Claude Code	7.7%	33.33% · 12 / 36	20.34% · 12 / 59	3		This rank My rank
04	OpenAI Codex	7.7%	22.22% · 8 / 36	13.56% · 8 / 59	2		This rank My rank
05	Windsurf	7.7%	16.67% · 6 / 36	10.17% · 6 / 59	3	2	This rank My rank
06	Cursor	0.0%	22.22% · 8 / 36	13.56% · 8 / 59	3	1	This rank My rank
07	Devin	0.0%	11.11% · 4 / 36	6.78% · 4 / 59	3	4	This rank My rank
08	Tabnine	0.0%	8.33% · 3 / 36	5.08% · 3 / 59	2	2	This rank My rank
09	Cline	0.0%	2.78% · 1 / 36	1.69% · 1 / 59	1	1	This rank My rank
10	JetBrains AI Assistant	0.0%	2.78% · 1 / 36	1.69% · 1 / 59	1	2	This rank My rank
11	Kiro	0.0%	2.78% · 1 / 36	1.69% · 1 / 59	1	2	This rank My rank
12	Amp	0.0%	0% · 0 / 36	0% · 0 / 59	0	3	This rank My rank
13	Gemini Code Assist	0.0%	0% · 0 / 36	0% · 0 / 59	0	5	This rank My rank
14	Qodo	0.0%	0% · 0 / 36	0% · 0 / 59	0		This rank My rank
15	Replit Agent	0.0%	0% · 0 / 36	0% · 0 / 59	0		This rank My rank
16	Roo Code	0.0%	0% · 0 / 36	0% · 0 / 59	0		Showing My rank

Primary brandQuestion typeModel APIQuestion contains

Run a question live

22.2%

of these answers name or cite Cursor

8 of 36 answers

22.2%

Its share of the compared brands' appearances

0

Answers citing its own site

0 links to its domains

3 of 3

Model APIs that name it

The compared brands across the filtered answers
Brand	Named or cited	Against primary	Share of compared	Mentions	Answers citing it	Links to its site	Model APIs
Claude Codeanthropic.com	33.3%12 of 36	+11.1 pts	33.3%	18	1	1	3 of 3
GitHub Copilotgithub.com	22.2%8 of 36	0.0 pts	22.2%	9	3	3	2 of 3
OpenAI Codexopenai.com	22.2%8 of 36	0.0 pts	22.2%	12	1	1	2 of 3
Cursorcursor.com	22.2%8 of 36	Primary	22.2%	23	0	0	3 of 3

Compared brands named in each answer, by question and model API
Question	OpenAIopenai/gpt-4o-mini	Anthropicanthropic/claude-haiku-4-5	Geminigoogle/gemini-2.5-flash
01What are the best AI coding agents for making reliable changes across a large existing codebase?Recommendation	GitHub CopilotClaude CodeOpenAI Codex 6 sources`eaf93ada`	None named 0 sources`555e3304`	CursorGitHub CopilotClaude CodeOpenAI Codex 9 sources`7f315bbc`
02Recommend an AI-first code editor with fast autocomplete, multi-file editing, repository context, and model choice.Recommendation	CursorGitHub CopilotClaude Code 6 sources`3fa10002`	Cursor 8 sources`8ffe46cf`	CursorClaude Code 7 sources`c555d628`
03Which coding agent is best for taking an issue, working in the background, running tests, and returning a reviewable pull request?Recommendation	CursorGitHub Copilot, cited 1Claude CodeOpenAI Codex 5 sources`c6a0809b`	None named 0 sources`84f02a91`	CursorGitHub Copilot, cited 1Claude CodeOpenAI Codex 9 sources`0d3c726e`
04Recommend a terminal-based coding agent that can inspect files, edit code, run commands, and ask for approval before risky actions.Recommendation	Claude Code 5 sources`0909743a`	None named 0 sources`d7b20aa8`	Claude Code, cited 1OpenAI Codex, cited 1 6 sources`b33b5ce3`
05Which AI development tool is strongest for an enterprise that needs privacy controls, auditability, policy enforcement, and SSO?Recommendation	None named 5 sources`334b5119`	None named 0 sources`cec70fe5`	None named 7 sources`5bd541e0`
06What developer tool should a team use to run multiple software engineering agents in parallel across isolated tasks?Recommendation	Claude CodeOpenAI Codex 5 sources`859c93a6`	Claude Code 5 sources`a4e054ab`	None named 9 sources`1848e8e8`
07Recommend an AI developer platform for pull-request review, test generation, bug finding, and secure coding guidance.Recommendation	None named 6 sources`fd0f3959`	None named 0 sources`d603a838`	None named 7 sources`160295b9`
08Which AI coding tool is best for understanding and modernizing a large legacy application with strong test coverage?Recommendation	GitHub Copilot 4 sources`4fb46748`	None named 0 sources`08f41297`	None named 8 sources`1bc3b2d5`
09Compare AI developer tools on code quality, repository context, autonomy, latency, model choice, privacy, and integration depth.Commercial comparison	CursorGitHub CopilotClaude CodeOpenAI Codex 6 sources`f0becf7c`	None named 0 sources`5f3f6cae`	None named 9 sources`7b966814`
10How should a software team compare coding-agent pricing, usage limits, premium-model access, and total cost at scale?Commercial comparison	GitHub Copilot, cited 1 8 sources`ff9821fa`	None named 0 sources`fde3a2b8`	CursorClaude CodeOpenAI Codex 7 sources`f32071d6`
11Create a proof-of-concept scorecard for evaluating AI coding tools on real repository tasks without relying on vendor claims.Commercial comparison	None named 0 sources`0a252c73`	None named 0 sources`affba09d`	None named 0 sources`71738fcc`
12Which criteria reveal lock-in and portability risk when choosing an AI coding tool, including editor, model, data, and workflow control?Commercial comparison	None named 5 sources`9fb4d395`	None named 0 sources`3f0078c5`	None named 3 sources`a647010e`

Sites cited in the filtered answers
Site	Answers citing it	Distinct pages	Model APIs	Best position
reddit.com	10	9	3	1
youtube.com	7	7	3	1
augmentcode.com	7	5	2	3
medium.com	6	5	3	1
linkedin.com	4	4	2	2
dev.to	4	4	3	4
mightybot.ai	4	1	2	2
mindstudio.ai	3	3	2	1
truefoundry.com	3	3	2	1
arxiv.org	3	3	2	2
coderabbit.ai	3	2	2	1
lumenalta.com	3	2	2	1
kodesage.ai	2	3	2	2
builder.io	2	2	2	1
daily.dev	2	2	2	1
greptile.com	2	2	2	2
facebook.com	2	2	1	3
github.com	2	2	2	5
artificialanalysis.ai	2	1	1	1
vellum.ai	2	1	2	1

What this report publishesThe public buying questions, the brands each answer names, the sources it cites and a fingerprint of each answer. Answer text is not published, and no customer data is in it.ai-developer-tools-2026-07-27 / 4-ai-developer-tools-2026-07-27-models-64232fd32583

Primary brandQuestion typeModel APIQuestion contains

Run a question live

22.2%

of these answers name or cite Cursor

8 of 36 answers

22.2%

Its share of the compared brands' appearances

0

Answers citing its own site

0 links to its domains

3 of 3

Model APIs that name it

The compared brands across the filtered answers
Brand	Named or cited	Against primary	Share of compared	Mentions	Answers citing it	Links to its site	Model APIs
Claude Codeanthropic.com	33.3%12 of 36	+11.1 pts	33.3%	18	1	1	3 of 3
GitHub Copilotgithub.com	22.2%8 of 36	0.0 pts	22.2%	9	3	3	2 of 3
OpenAI Codexopenai.com	22.2%8 of 36	0.0 pts	22.2%	12	1	1	2 of 3
Cursorcursor.com	22.2%8 of 36	Primary	22.2%	23	0	0	3 of 3

Compared brands named in each answer, by question and model API
Question	OpenAIopenai/gpt-4o-mini	Anthropicanthropic/claude-haiku-4-5	Geminigoogle/gemini-2.5-flash
01What are the best AI coding agents for making reliable changes across a large existing codebase?Recommendation	GitHub CopilotClaude CodeOpenAI Codex 6 sources`eaf93ada`	None named 0 sources`555e3304`	CursorGitHub CopilotClaude CodeOpenAI Codex 9 sources`7f315bbc`
02Recommend an AI-first code editor with fast autocomplete, multi-file editing, repository context, and model choice.Recommendation	CursorGitHub CopilotClaude Code 6 sources`3fa10002`	Cursor 8 sources`8ffe46cf`	CursorClaude Code 7 sources`c555d628`
03Which coding agent is best for taking an issue, working in the background, running tests, and returning a reviewable pull request?Recommendation	CursorGitHub Copilot, cited 1Claude CodeOpenAI Codex 5 sources`c6a0809b`	None named 0 sources`84f02a91`	CursorGitHub Copilot, cited 1Claude CodeOpenAI Codex 9 sources`0d3c726e`
04Recommend a terminal-based coding agent that can inspect files, edit code, run commands, and ask for approval before risky actions.Recommendation	Claude Code 5 sources`0909743a`	None named 0 sources`d7b20aa8`	Claude Code, cited 1OpenAI Codex, cited 1 6 sources`b33b5ce3`
05Which AI development tool is strongest for an enterprise that needs privacy controls, auditability, policy enforcement, and SSO?Recommendation	None named 5 sources`334b5119`	None named 0 sources`cec70fe5`	None named 7 sources`5bd541e0`
06What developer tool should a team use to run multiple software engineering agents in parallel across isolated tasks?Recommendation	Claude CodeOpenAI Codex 5 sources`859c93a6`	Claude Code 5 sources`a4e054ab`	None named 9 sources`1848e8e8`
07Recommend an AI developer platform for pull-request review, test generation, bug finding, and secure coding guidance.Recommendation	None named 6 sources`fd0f3959`	None named 0 sources`d603a838`	None named 7 sources`160295b9`
08Which AI coding tool is best for understanding and modernizing a large legacy application with strong test coverage?Recommendation	GitHub Copilot 4 sources`4fb46748`	None named 0 sources`08f41297`	None named 8 sources`1bc3b2d5`
09Compare AI developer tools on code quality, repository context, autonomy, latency, model choice, privacy, and integration depth.Commercial comparison	CursorGitHub CopilotClaude CodeOpenAI Codex 6 sources`f0becf7c`	None named 0 sources`5f3f6cae`	None named 9 sources`7b966814`
10How should a software team compare coding-agent pricing, usage limits, premium-model access, and total cost at scale?Commercial comparison	GitHub Copilot, cited 1 8 sources`ff9821fa`	None named 0 sources`fde3a2b8`	CursorClaude CodeOpenAI Codex 7 sources`f32071d6`
11Create a proof-of-concept scorecard for evaluating AI coding tools on real repository tasks without relying on vendor claims.Commercial comparison	None named 0 sources`0a252c73`	None named 0 sources`affba09d`	None named 0 sources`71738fcc`
12Which criteria reveal lock-in and portability risk when choosing an AI coding tool, including editor, model, data, and workflow control?Commercial comparison	None named 5 sources`9fb4d395`	None named 0 sources`3f0078c5`	None named 3 sources`a647010e`

Sites cited in the filtered answers
Site	Answers citing it	Distinct pages	Model APIs	Best position
reddit.com	10	9	3	1
youtube.com	7	7	3	1
augmentcode.com	7	5	2	3
medium.com	6	5	3	1
linkedin.com	4	4	2	2
dev.to	4	4	3	4
mightybot.ai	4	1	2	2
mindstudio.ai	3	3	2	1
truefoundry.com	3	3	2	1
arxiv.org	3	3	2	2
coderabbit.ai	3	2	2	1
lumenalta.com	3	2	2	1
kodesage.ai	2	3	2	2
builder.io	2	2	2	1
daily.dev	2	2	2	1
greptile.com	2	2	2	2
facebook.com	2	2	1	3
github.com	2	2	2	5
artificialanalysis.ai	2	1	1	1
vellum.ai	2	1	2	1

What this report publishesThe public buying questions, the brands each answer names, the sources it cites and a fingerprint of each answer. Answer text is not published, and no customer data is in it.ai-developer-tools-2026-07-27 / 4-ai-developer-tools-2026-07-27-models-64232fd32583

Ranks a reviewed AI Developer Tools brand universe using a fixed, public set of neutral commercial prompts across 3 AI providers.

16

Rank on this board

0 percent

Score

13

Answers behind the score

100% confidence · 1 of 1 components evidenced

What the score is built from

1 of 1 evidenced

Every component evidenced · 1 evidence record each

Components of Roo Code's score
Component	Value	Contribution
Citation share	0	0

Unchanged since the previous snapshot

No change in rank

No component moved since the previous snapshot.

Where each number comes from

14 public records

Anthropic citation shareAnthropic brand citation share · observed Sep 16, 2026, 12:00 AM UTC0 percent100% confidence
Source
Rank.ai AI Developer Tools Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["9ad60133-5350-4963-8119-24b96a7efb7e","f1134410-beea-4e97-abce-81940d777810","e49a3e38-4e4f-4c92-8822-685066a8a20e","01707889-2052-4c7b-b303-c1db67ba48d6","26b3c7d6-060f-41e2-9a67-31f1b7f0b55a","a761aedb-183b-46cf-ab69-962db6b4b8f2","95332732-5cbe-461c-98d1-d943f678a6a7","a732afcd-7014-479d-be4e-e0df7ad745e7","e531f716-cf72-4ae7-bc74-02ff3bc5fa80","fd3e235c-44e2-4f3e-883a-7d3b612d5191","96fbb270-3eb5-438b-b458-6f8f7efef9eb","e313c13b-ab49-4b93-b868-f3c6baeae67c","dbf68a16-0663-41e7-b4b6-2b9f0e6acde4","aa5d1e4f-a78b-4ff3-8f93-8ef0260a419c","5bd36090-bda9-4893-8528-8684b0358fc3","7e78b28c-2c78-4b2d-a107-8ac4a52638b1","986eaa34-8d5d-4bd6-b247-817ca58b60bf","5107394f-7b87-4550-8e9d-7fd9a51fea52","d38ee55d-659f-4f1c-93b6-bf53306d9f05","3b3e303c-d5c2-48f1-a403-b833f5a1edc5","d33160eb-2ae1-48f0-9c91-523c2e65401d","252a9bd9-13ab-4c6c-a2ef-7eece444f4f1","41f83e11-9f57-4474-a2a2-ba28e05549f2","d4f17644-2ee0-4fbf-adee-72bea2921b93","654e7d9b-8225-485e-bb80-5b21978f43fd","ae2a93e7-a69e-4e56-ac73-97d59db4909b","70db12bd-4602-4aac-ba8b-617284d98401","789e9509-8a15-4866-b77e-8f95a414f6d1","499d7fb8-f15e-415d-ac43-18e986845732","df790e68-0df0-4aa2-bb54-50a341a0b847","7660c84b-ac1e-42e4-bc70-ef81353dcc04","cdcb49c6-ac2e-479d-8ff2-d770fdf9cc25","dc56e3b9-f53f-4519-88d6-319a81a66fb4","3c78de8b-8cc2-49db-8b40-162147eea6f0","fb30ef34-c165-4b80-a13f-2b13636ec346","a20a6513-7f3d-4e20-a05b-87fe45765b04"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open the source
Anthropic mention coverageAnthropic brand mention coverage · observed Sep 16, 2026, 12:00 AM UTC0 percent100% confidence
Source
Rank.ai AI Developer Tools Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["9ad60133-5350-4963-8119-24b96a7efb7e","f1134410-beea-4e97-abce-81940d777810","e49a3e38-4e4f-4c92-8822-685066a8a20e","01707889-2052-4c7b-b303-c1db67ba48d6","26b3c7d6-060f-41e2-9a67-31f1b7f0b55a","a761aedb-183b-46cf-ab69-962db6b4b8f2","95332732-5cbe-461c-98d1-d943f678a6a7","a732afcd-7014-479d-be4e-e0df7ad745e7","e531f716-cf72-4ae7-bc74-02ff3bc5fa80","fd3e235c-44e2-4f3e-883a-7d3b612d5191","96fbb270-3eb5-438b-b458-6f8f7efef9eb","e313c13b-ab49-4b93-b868-f3c6baeae67c","dbf68a16-0663-41e7-b4b6-2b9f0e6acde4","aa5d1e4f-a78b-4ff3-8f93-8ef0260a419c","5bd36090-bda9-4893-8528-8684b0358fc3","7e78b28c-2c78-4b2d-a107-8ac4a52638b1","986eaa34-8d5d-4bd6-b247-817ca58b60bf","5107394f-7b87-4550-8e9d-7fd9a51fea52","d38ee55d-659f-4f1c-93b6-bf53306d9f05","3b3e303c-d5c2-48f1-a403-b833f5a1edc5","d33160eb-2ae1-48f0-9c91-523c2e65401d","252a9bd9-13ab-4c6c-a2ef-7eece444f4f1","41f83e11-9f57-4474-a2a2-ba28e05549f2","d4f17644-2ee0-4fbf-adee-72bea2921b93","654e7d9b-8225-485e-bb80-5b21978f43fd","ae2a93e7-a69e-4e56-ac73-97d59db4909b","70db12bd-4602-4aac-ba8b-617284d98401","789e9509-8a15-4866-b77e-8f95a414f6d1","499d7fb8-f15e-415d-ac43-18e986845732","df790e68-0df0-4aa2-bb54-50a341a0b847","7660c84b-ac1e-42e4-bc70-ef81353dcc04","cdcb49c6-ac2e-479d-8ff2-d770fdf9cc25","dc56e3b9-f53f-4519-88d6-319a81a66fb4","3c78de8b-8cc2-49db-8b40-162147eea6f0","fb30ef34-c165-4b80-a13f-2b13636ec346","a20a6513-7f3d-4e20-a05b-87fe45765b04"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open the source
Anthropic recommendation-prompt presenceAnthropic brand recommendation presence · observed Sep 16, 2026, 12:00 AM UTC0 percent100% confidence
Source
Rank.ai AI Developer Tools Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["9ad60133-5350-4963-8119-24b96a7efb7e","f1134410-beea-4e97-abce-81940d777810","e49a3e38-4e4f-4c92-8822-685066a8a20e","01707889-2052-4c7b-b303-c1db67ba48d6","26b3c7d6-060f-41e2-9a67-31f1b7f0b55a","a761aedb-183b-46cf-ab69-962db6b4b8f2","95332732-5cbe-461c-98d1-d943f678a6a7","a732afcd-7014-479d-be4e-e0df7ad745e7","e531f716-cf72-4ae7-bc74-02ff3bc5fa80","fd3e235c-44e2-4f3e-883a-7d3b612d5191","96fbb270-3eb5-438b-b458-6f8f7efef9eb","e313c13b-ab49-4b93-b868-f3c6baeae67c","dbf68a16-0663-41e7-b4b6-2b9f0e6acde4","aa5d1e4f-a78b-4ff3-8f93-8ef0260a419c","5bd36090-bda9-4893-8528-8684b0358fc3","7e78b28c-2c78-4b2d-a107-8ac4a52638b1","986eaa34-8d5d-4bd6-b247-817ca58b60bf","5107394f-7b87-4550-8e9d-7fd9a51fea52","d38ee55d-659f-4f1c-93b6-bf53306d9f05","3b3e303c-d5c2-48f1-a403-b833f5a1edc5","d33160eb-2ae1-48f0-9c91-523c2e65401d","252a9bd9-13ab-4c6c-a2ef-7eece444f4f1","41f83e11-9f57-4474-a2a2-ba28e05549f2","d4f17644-2ee0-4fbf-adee-72bea2921b93","654e7d9b-8225-485e-bb80-5b21978f43fd","ae2a93e7-a69e-4e56-ac73-97d59db4909b","70db12bd-4602-4aac-ba8b-617284d98401","789e9509-8a15-4866-b77e-8f95a414f6d1","499d7fb8-f15e-415d-ac43-18e986845732","df790e68-0df0-4aa2-bb54-50a341a0b847","7660c84b-ac1e-42e4-bc70-ef81353dcc04","cdcb49c6-ac2e-479d-8ff2-d770fdf9cc25","dc56e3b9-f53f-4519-88d6-319a81a66fb4","3c78de8b-8cc2-49db-8b40-162147eea6f0","fb30ef34-c165-4b80-a13f-2b13636ec346","a20a6513-7f3d-4e20-a05b-87fe45765b04"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open the source
Citation shareCitation share · observed Sep 16, 2026, 12:00 AM UTC0 percent100% confidence
Source
Rank.ai AI Developer Tools Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Open the source
Engine breadthEngine breadth · observed Sep 16, 2026, 12:00 AM UTC0 engines100% confidence
Source
Rank.ai AI Developer Tools Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Open the source
Mention coverageMention coverage · observed Sep 16, 2026, 12:00 AM UTC0 percent100% confidence
Source
Rank.ai AI Developer Tools Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Open the source
Reviewed-brand presence shareMention share · observed Sep 16, 2026, 12:00 AM UTC0 percent100% confidence
Source
Rank.ai AI Developer Tools Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Open the source
Recommendation-prompt presenceRecommendation presence · observed Sep 16, 2026, 12:00 AM UTC0 percent100% confidence
Source
Rank.ai AI Developer Tools Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Open the source
Gemini citation shareGemini brand citation share · observed Sep 16, 2026, 12:00 AM UTC0 percent100% confidence
Source
Rank.ai AI Developer Tools Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Open the source
Gemini mention coverageGemini brand mention coverage · observed Sep 16, 2026, 12:00 AM UTC0 percent100% confidence
Source
Rank.ai AI Developer Tools Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Open the source
Gemini recommendation-prompt presenceGemini brand recommendation presence · observed Sep 16, 2026, 12:00 AM UTC0 percent100% confidence
Source
Rank.ai AI Developer Tools Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Open the source
OpenAI citation shareOpenAI brand citation share · observed Sep 16, 2026, 12:00 AM UTC0 percent100% confidence
Source
Rank.ai AI Developer Tools Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Open the source
OpenAI mention coverageOpenAI brand mention coverage · observed Sep 16, 2026, 12:00 AM UTC0 percent100% confidence
Source
Rank.ai AI Developer Tools Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Open the source
OpenAI recommendation-prompt presenceOpenAI brand recommendation presence · observed Sep 16, 2026, 12:00 AM UTC0 percent100% confidence
Source
Rank.ai AI Developer Tools Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Open the source

Cite this data

Free to use with attribution. Copy a citation, or link to this page: it keeps its address when the board updates.

Plain textAI developer tools citation share. Rank.ai, data as of September 16, 2026. https://www.rank.ai/rankings/ai-developer-tools/ai-developer-tools-brand-citation-share
HTML<a href="https://www.rank.ai/rankings/ai-developer-tools/ai-developer-tools-brand-citation-share">AI developer tools citation share</a>, Rank.ai, data as of September 16, 2026
Markdown[AI developer tools citation share](https://www.rank.ai/rankings/ai-developer-tools/ai-developer-tools-brand-citation-share), Rank.ai, data as of September 16, 2026
APARank.ai. (2026). AI developer tools citation share. Retrieved October 23, 2026, from https://www.rank.ai/rankings/ai-developer-tools/ai-developer-tools-brand-citation-share

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<p style="font-size:12px">Source: <a href="https://www.rank.ai/rankings/ai-developer-tools/ai-developer-tools-brand-citation-share">AI developer tools citation share</a> by Rank.ai</p>

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AI developer tool presence

Reviewed tools ranked by the share of all the category's answers that name or cite them.

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AI developer tool engine breadth

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AI developer tool rank

Reviewed coding tools ranked by how often answers to the category's recommendation questions name or cite them, across three model APIs.

AI developer tool presence

Reviewed tools ranked by the share of all the category's answers that name or cite them.

AI developer tool engine breadth

Reviewed tools ranked by how many of the three model APIs name or cite them.

See how often AI names you.

Enter your website. In about two minutes, Rank.ai asks ChatGPT, Claude and Gemini 12 questions your customers ask and grades how often they name you.

Your grade out of 100How often AI names you, cites your site, and how high it ranks you.
Who gets namedEvery competitor in the answers, most named first.
The pages AI readsThe sources behind each answer.
Three fixesWhat to fix first, with a brief for the first article.

AI developer tools citation share

One brand against up to three competitors, answer by answer

Which compared brands each answer names

The sites these answers cite

One brand against up to three competitors, answer by answer

Which compared brands each answer names

The sites these answers cite

Roo Code on AI Developer Tools Citation Share

What the score is built from

Unchanged since the previous snapshot

Where each number comes from

More in AI coding & developer tools

See how often AI names you.

One brand against up to three competitors, answer by answer

Which compared brands each answer names

The sites these answers cite

AI developer tools citation share

All 16 companies by citation share

What the score is built from

Unchanged since the previous snapshot

Where each number comes from

See how often AI names you.