89 of 115 siteschecked Aug 8, 2026, 12:00 AM UTCdailyhow we measure this →CSV / JSON

As of

In front today

reddit.com

27.8%cited answer coverage

Ahead of second place: 2.8%
Held by the top three: 17%
Middle of the board: 2.8%
Below half the leader: 84 of 89

Highest 27.8%Middle 2.8%

Rank 1one bar per published rowRank 89

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Entity typeMovementConfidenceEvidence NRank rangeColumnsSort rows

answers citing it: 1 on 62 of 89 rows · engines: 1 on 66 of 89 rows · 36 checks behind each row.

Most cited domains in AI developer tools answers current rankings
Rank	Name	Cited answer coverage	Best position	Typical position	Change	Why
01	reddit.com	27.8%	1	3	1	This rank
02	augmentcode.com	25.0%	2	4	1	This rank
03	dev.to	19.4%	3	4	15	This rank
04	mindstudio.ai	13.9%	1	2	3	This rank
05	github.com	13.9%	2	3		This rank
06	linkedin.com	11.1%	1	4	2	This rank
07	truefoundry.com	11.1%	2	4.5	—	This rank
08	medium.com	11.1%	1	5.5	2	This rank
09	simonwillison.net	8.3%	2	2	—	This rank
10	gartner.com	8.3%	1	2	4	This rank
11	sitepoint.com	8.3%	1	5	8	This rank
12	departmentofproduct.substack.com	5.6%	1	2.5	1	This rank
13	facebook.com	5.6%	2	2.5	2	This rank
14	rapidevelopers.com	5.6%	2	2.5	—	This rank
15	zapier.com	5.6%	1	2.5	—	This rank
16	corsactech.com	5.6%	3	3	—	This rank
17	kodesage.ai	5.6%	2	3	5	This rank
18	stride.build	5.6%	1	3	—	This rank
19	builder.io	5.6%	4	4	34	This rank
20	getdx.com	5.6%	1	4	11	This rank
21	dust.tt	5.6%	4	4.5		This rank
22	tembo.io	5.6%	3	5	76	This rank
23	morphllm.com	5.6%	6	6.5	3	This rank
24	coderabbit.ai	5.6%	1	1	31	This rank
25	simular.ai	5.6%	1	1	—	This rank
26	amux.io	5.6%	3	4	—	This rank
27	metacto.com	5.6%	4	5.5	77	This rank
28	code.visualstudio.com	2.8%	1	1	2	This rank
29	codeant.ai	2.8%	1	1	25	This rank
30	dash0.com	2.8%	1	1	—	This rank
31	glean.com	2.8%	1	1	50	This rank
32	konghq.com	2.8%	1	1	—	This rank
33	youtube.com	2.8%	1	1	30	This rank
34	cleveroad.com	2.8%	2	2	—	This rank
35	digitalapplied.com	2.8%	2	2	7	This rank
36	docs.coderabbit.ai	2.8%	2	2	—	This rank
37	gogloby.com	2.8%	2	2	—	This rank
38	intuitionlabs.ai	2.8%	2	2	3	This rank
39	kimi.com	2.8%	2	2	—	Showing
40	knostic.ai	2.8%	2	2	—	This rank
41	mightybot.ai	2.8%	2	2	18	This rank
42	stripe.com	2.8%	2	2	—	This rank
43	turingpost.com	2.8%	2	2	—	This rank
44	aiagentsquare.com	2.8%	3	3	—	This rank
45	anthropic.com	2.8%	3	3	6	This rank
46	cotera.co	2.8%	3	3	—	This rank
47	coworker.ai	2.8%	3	3	—	This rank
48	devin.ai	2.8%	3	3	—	This rank
49	future.works	2.8%	3	3	—	This rank
50	linfordco.com	2.8%	3	3	—	This rank
51	madewithlove.com	2.8%	3	3	—	This rank
52	mantelgroup.com.au	2.8%	3	3	—	This rank
53	martinterhaak.medium.com	2.8%	3	3	—	This rank
54	ninjastudio.ai	2.8%	3	3	—	This rank
55	nxcode.io	2.8%	3	3	40	This rank
56	sealos.io	2.8%	3	3	—	This rank
57	aiopsschool.com	2.8%	4	4	—	This rank
58	appinventiv.com	2.8%	4	4	—	This rank
59	checkmarx.com	2.8%	4	4	18	This rank
60	getautonoma.com	2.8%	4	4	—	This rank
61	guild.ai	2.8%	4	4	—	This rank
62	instagram.com	2.8%	4	4	38	This rank
63	kiteworks.com	2.8%	4	4	33	This rank
64	nimbalyst.com	2.8%	4	4	—	This rank
65	pensero.ai	2.8%	4	4	—	This rank
66	community.openai.com	2.8%	5	5	—	This rank
67	daily.dev	2.8%	5	5	—	This rank
68	developersdigest.tech	2.8%	5	5	60	This rank
69	faros.ai	2.8%	5	5	31	This rank
70	fin.ai	2.8%	5	5	41	This rank
71	manus.im	2.8%	5	5	—	This rank
72	news.ycombinator.com	2.8%	5	5	—	This rank
73	terminaltrove.com	2.8%	5	5	—	This rank
74	altamira.ai	2.8%	6	6	—	This rank
75	arxiv.org	2.8%	6	6	65	This rank
76	ftp.cheericca.org	2.8%	6	6	—	This rank
77	greptile.com	2.8%	6	6	—	This rank
78	jgandrews.com	2.8%	6	6	—	This rank
79	lasso.security	2.8%	6	6	—	This rank
80	tessl.io	2.8%	6	6	29	This rank
81	verdent.ai	2.8%	6	6	11	This rank
82	axify.io	2.8%	7	7	9	This rank
83	outsystems.com	2.8%	7	7	—	This rank
84	aki.io	2.8%	8	8	—	This rank
85	artificialanalysis.ai	2.8%	8	8	—	This rank
86	progressiverobot.com	2.8%	8	8	—	This rank
87	domo.com	2.8%	9	9	72	This rank
88	eliassen.com	2.8%	9	9	—	This rank
89	appbuilder.dev	2.8%	10	10	—	This rank

Primary brandPrompt intentAnswer enginePrompt contains

Run live test

Answer presence19.4%7/36 filtered answers mention or cite Cursor

Selected-set share20.6%Share of answer-presences among the compared brands, not market share

Owned citation answers00 answer-level URL signals on reviewed owned domains

Engine breadth3/3Engines with at least one observed presence

Filtered competitive answer-presence comparison
Brand	Presence	Vs. primary	Selected share	Mentions	Cited answers	Owned URL signals	Engine breadth
GitHub Copilotgithub.com	30.6%11/36	+11.1 pp	32.4%	17	5	5	2/3
Claude Codeanthropic.com	25.0%9/36	+5.6 pp	26.5%	15	1	1	3/3
OpenAI Codexopenai.com	19.4%7/36	0.0 pp	20.6%	8	1	1	3/3
Cursorcursor.com	19.4%7/36	BASE	20.6%	22	0	0	3/3

ANSWER-LEVEL OBSERVATIONS

Prompt × engine matrix

12 prompts · 36 immutable answer hashes · empty cells mean no compared brand was detected.

Brand presence by public prompt and answer engine
Public prompt	OpenAIopenai/gpt-4o-mini	Anthropicanthropic/claude-haiku-4-5	Geminigoogle/gemini-2.5-flash
01 What are the best AI coding agents for making reliable changes across a large existing codebase?recommendation	CursorGitHub CopilotClaude CodeOpenAI Codex · C1 5 source URLs`bd1102fe`	No selected brand 0 source URLs`02d5d503`	CursorGitHub Copilot · C1Claude Code 7 source URLs`8340480e`
02 Recommend an AI-first code editor with fast autocomplete, multi-file editing, repository context, and model choice.recommendation	CursorGitHub Copilot · C1 5 source URLs`3b9525af`	CursorOpenAI Codex 5 source URLs`6b2e831c`	CursorClaude Code 5 source URLs`d1ca2c44`
03 Which coding agent is best for taking an issue, working in the background, running tests, and returning a reviewable pull request?recommendation	GitHub Copilot 4 source URLs`cd45c322`	No selected brand 0 source URLs`b24ba5df`	CursorGitHub Copilot · C1OpenAI Codex 6 source URLs`19fb3631`
04 Recommend a terminal-based coding agent that can inspect files, edit code, run commands, and ask for approval before risky actions.recommendation	GitHub Copilot · C1Claude Code 6 source URLs`aa39e7cd`	No selected brand 0 source URLs`4d4e9ce4`	GitHub Copilot · C1Claude Code · C1OpenAI Codex 8 source URLs`3d5cb492`
05 Which AI development tool is strongest for an enterprise that needs privacy controls, auditability, policy enforcement, and SSO?recommendation	No selected brand 5 source URLs`f4e7febb`	No selected brand 0 source URLs`abbc5397`	No selected brand 9 source URLs`fe2a4143`
06 What developer tool should a team use to run multiple software engineering agents in parallel across isolated tasks?recommendation	Claude CodeOpenAI Codex 6 source URLs`cd138bc0`	Claude Code 4 source URLs`930f55b1`	No selected brand 6 source URLs`111c1184`
07 Recommend an AI developer platform for pull-request review, test generation, bug finding, and secure coding guidance.recommendation	GitHub Copilot 7 source URLs`c5847b19`	No selected brand 0 source URLs`e4210a0d`	No selected brand 6 source URLs`9a868908`
08 Which AI coding tool is best for understanding and modernizing a large legacy application with strong test coverage?recommendation	No selected brand 5 source URLs`1d73e786`	No selected brand 0 source URLs`9304fba5`	GitHub Copilot 8 source URLs`a29014e2`
09 Compare AI developer tools on code quality, repository context, autonomy, latency, model choice, privacy, and integration depth.commercial	CursorGitHub CopilotOpenAI Codex 5 source URLs`ce4cee81`	No selected brand 0 source URLs`c109de3a`	GitHub CopilotClaude Code 6 source URLs`3e8aca02`
10 How should a software team compare coding-agent pricing, usage limits, premium-model access, and total cost at scale?commercial	No selected brand 8 source URLs`b59db4c4`	No selected brand 0 source URLs`560a6cf3`	Claude CodeOpenAI Codex 7 source URLs`7c69467b`
11 Create a proof-of-concept scorecard for evaluating AI coding tools on real repository tasks without relying on vendor claims.commercial	No selected brand 0 source URLs`a6df9bde`	No selected brand 0 source URLs`99364a44`	No selected brand 0 source URLs`7376563f`
12 Which criteria reveal lock-in and portability risk when choosing an AI coding tool, including editor, model, data, and workflow control?commercial	No selected brand 10 source URLs`f5a73bd5`	No selected brand 0 source URLs`cbc2579d`	No selected brand 8 source URLs`20d515dc`

STRUCTURED CITATION LEDGER

Sources shaping this filtered view

Hostnames are derived from validated public HTTP(S) URLs, not provider-supplied domain labels.

Validated citation sources in filtered answers
Source hostname	Cited answers	Distinct URLs	Engine breadth	Best position
reddit.com ↗	10	10	3	#1
augmentcode.com ↗	9	6	2	#2
dev.to ↗	7	5	2	#3
mindstudio.ai ↗	5	4	2	#1
github.com ↗	5	4	2	#2
linkedin.com ↗	4	4	3	#1
medium.com ↗	4	4	2	#1
truefoundry.com ↗	4	3	2	#2
gartner.com ↗	3	2	2	#1
sitepoint.com ↗	3	2	2	#1
simonwillison.net ↗	3	1	3	#2
simular.ai ↗	2	2	1	#1
facebook.com ↗	2	2	2	#2
kodesage.ai ↗	2	2	2	#2
amux.io ↗	2	2	1	#3
tembo.io ↗	2	2	2	#3
builder.io ↗	2	2	2	#4
metacto.com ↗	2	2	1	#4
coderabbit.ai ↗	2	1	1	#1
departmentofproduct.substack.com ↗	2	1	2	#1

PUBLIC-BENCHMARK PRIVACY BOUNDARY

This report contains only code-reviewed public prompts, deterministic brand counts, answer hashes, and validated structured citation URLs. Full model answers are neither stored nor published here. No customer, organization, or private tracked-prompt data is included.

ai-developer-tools-2026-07-27 / 4-ai-developer-tools-2026-07-27-models-64232fd32583

Some explanation inputs are unavailable Missing: publicFrozenEvidence, comparablePriorRanking.

Published rank: #39
Score: 2.778 percent
Sample size: 36

100% confidence · 50% component coverage · as of Aug 8, 2026, 12:00 AM UTC

SCORE CONSTRUCTION

Component ledger

7/14 evidenced

Components contributing to kimi.com's rank
Component	Value	Weight	Contribution	Evidence	Status
aggregateArtifactHash	f0dbf1a2361ce78abf3f41fabbe16245288142b126deeecfff750bb6f40ece49	Unavailable	—	0	unavailableno_public_frozen_evidence
answerDenominator	36	Unavailable	36	0	unavailableno_public_frozen_evidence
engineDenominator	3	Unavailable	3	0	unavailableno_public_frozen_evidence
hostname	kimi.com	Unavailable	—	0	unavailableno_public_frozen_evidence
positionDenominator	1	Unavailable	1	0	unavailableno_public_frozen_evidence
positionNumerator	2	Unavailable	2	0	unavailableno_public_frozen_evidence
public prompt source answer coverage	2.777778	100%	2.778	1	available
public prompt source best position	2	0%	0	1	available
public prompt source cited answer count	1	0%	0	1	available
public prompt source distinct URL count	1	0%	0	1	available
public prompt source engine breadth	1	0%	0	1	available
public prompt source mean position	2	0%	0	1	available
public prompt source median position	2	0%	0	1	available
sourceVisibilityOnly	1	Unavailable	—	0	unavailableno_public_frozen_evidence

WHY IT MOVED

new since prior snapshot

No rank delta

entity_not_ranked_in_prior_snapshot

No component moved since the prior snapshot.

PRIMARY EVIDENCE

Source trail

7 public records

Cited-answer coveragepublic prompt source answer coverage · observed Aug 8, 2026, 12:00 AM UTC2.778 percent100% confidence
Source
Rank.ai AI Developer Tools Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["0a4173bb-fc82-498b-bf6e-86caa37d3458","35d3d862-0e69-4324-b4db-5f5e8fa394f8","085c6ae8-768e-40aa-9532-b21711e8f450","579a0152-af27-465f-b084-771379642c23","3fda0e8f-a589-4299-a531-1d5b4d679214","95857113-82c5-4a45-8ce5-56b34ab49780","1b7894fa-fc0d-477b-9392-a81b0e9ba8d0","8a5f8995-d05d-49cc-b46c-2c7a421cc12a","591ce4ce-903b-4026-b6b8-67ce3258e9f5","9bcab6a5-dc4b-49a8-b69e-6c0b99712433","5373df8a-18a4-42a0-8a0d-6a058ffe4ca1","2415c23d-30dc-4d85-a74d-016e493de9a2","cdcd157b-4b07-4493-ad48-ed8ad2cbc107","06f25847-ab59-4f37-bbbc-aba04d2d46c6","1fbb437a-3c82-4730-a7f9-2f3bc440da98","8203b2b0-3c72-4bde-9194-359437cf5492","e066c9a6-b1b4-4c9a-b08a-886279808e94","2dbba012-814f-45e6-b9d2-90ee7e0093a9","f75ed735-6b55-498d-b1cd-7bd6484da106","0e2797a0-b3b1-4390-87d0-f02a6d277f53","212f5c47-ed6b-43cc-80ae-f5e63b637534","3e1bae9e-ffa2-49b9-a750-7a552233169e","1ed4e212-d55c-4af4-a935-e71a8ba6828a","b17d3a85-aa13-4479-9eb5-c950da8ca0c3","b1e9c872-e95b-498a-b603-264298e249c2","90be9a68-c5a5-4596-a530-281bcd3c4301","afa6e3aa-f4e0-4c03-b756-c79b482865f1","38f11bb6-c7cc-4b5e-b5fd-1d398c5c260b","2d765df8-f60e-4eef-9bda-5bb45626a867","36b7fce2-6500-43fc-9ae2-784769863357","39a3977f-f592-45f8-a4c5-a53de45bb6c4","e1256fe2-e368-4be9-937c-a41e55727102","1ba5f75a-5cbc-4825-ab24-d31f457e04ef","d7a02af4-c32f-4eaa-a76d-b5cb49906856","3959403b-213e-4db6-a62a-11dcfb07de09","0cc0ac02-d2fc-4f96-a25f-49533d2fea1b"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Best citation positionpublic prompt source best position · observed Aug 8, 2026, 12:00 AM UTC2 position100% confidence
Source
Rank.ai AI Developer Tools Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["0a4173bb-fc82-498b-bf6e-86caa37d3458","35d3d862-0e69-4324-b4db-5f5e8fa394f8","085c6ae8-768e-40aa-9532-b21711e8f450","579a0152-af27-465f-b084-771379642c23","3fda0e8f-a589-4299-a531-1d5b4d679214","95857113-82c5-4a45-8ce5-56b34ab49780","1b7894fa-fc0d-477b-9392-a81b0e9ba8d0","8a5f8995-d05d-49cc-b46c-2c7a421cc12a","591ce4ce-903b-4026-b6b8-67ce3258e9f5","9bcab6a5-dc4b-49a8-b69e-6c0b99712433","5373df8a-18a4-42a0-8a0d-6a058ffe4ca1","2415c23d-30dc-4d85-a74d-016e493de9a2","cdcd157b-4b07-4493-ad48-ed8ad2cbc107","06f25847-ab59-4f37-bbbc-aba04d2d46c6","1fbb437a-3c82-4730-a7f9-2f3bc440da98","8203b2b0-3c72-4bde-9194-359437cf5492","e066c9a6-b1b4-4c9a-b08a-886279808e94","2dbba012-814f-45e6-b9d2-90ee7e0093a9","f75ed735-6b55-498d-b1cd-7bd6484da106","0e2797a0-b3b1-4390-87d0-f02a6d277f53","212f5c47-ed6b-43cc-80ae-f5e63b637534","3e1bae9e-ffa2-49b9-a750-7a552233169e","1ed4e212-d55c-4af4-a935-e71a8ba6828a","b17d3a85-aa13-4479-9eb5-c950da8ca0c3","b1e9c872-e95b-498a-b603-264298e249c2","90be9a68-c5a5-4596-a530-281bcd3c4301","afa6e3aa-f4e0-4c03-b756-c79b482865f1","38f11bb6-c7cc-4b5e-b5fd-1d398c5c260b","2d765df8-f60e-4eef-9bda-5bb45626a867","36b7fce2-6500-43fc-9ae2-784769863357","39a3977f-f592-45f8-a4c5-a53de45bb6c4","e1256fe2-e368-4be9-937c-a41e55727102","1ba5f75a-5cbc-4825-ab24-d31f457e04ef","d7a02af4-c32f-4eaa-a76d-b5cb49906856","3959403b-213e-4db6-a62a-11dcfb07de09","0cc0ac02-d2fc-4f96-a25f-49533d2fea1b"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Cited answerspublic prompt source cited answer count · observed Aug 8, 2026, 12:00 AM UTC1 answers100% confidence
Source
Rank.ai AI Developer Tools Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["0a4173bb-fc82-498b-bf6e-86caa37d3458","35d3d862-0e69-4324-b4db-5f5e8fa394f8","085c6ae8-768e-40aa-9532-b21711e8f450","579a0152-af27-465f-b084-771379642c23","3fda0e8f-a589-4299-a531-1d5b4d679214","95857113-82c5-4a45-8ce5-56b34ab49780","1b7894fa-fc0d-477b-9392-a81b0e9ba8d0","8a5f8995-d05d-49cc-b46c-2c7a421cc12a","591ce4ce-903b-4026-b6b8-67ce3258e9f5","9bcab6a5-dc4b-49a8-b69e-6c0b99712433","5373df8a-18a4-42a0-8a0d-6a058ffe4ca1","2415c23d-30dc-4d85-a74d-016e493de9a2","cdcd157b-4b07-4493-ad48-ed8ad2cbc107","06f25847-ab59-4f37-bbbc-aba04d2d46c6","1fbb437a-3c82-4730-a7f9-2f3bc440da98","8203b2b0-3c72-4bde-9194-359437cf5492","e066c9a6-b1b4-4c9a-b08a-886279808e94","2dbba012-814f-45e6-b9d2-90ee7e0093a9","f75ed735-6b55-498d-b1cd-7bd6484da106","0e2797a0-b3b1-4390-87d0-f02a6d277f53","212f5c47-ed6b-43cc-80ae-f5e63b637534","3e1bae9e-ffa2-49b9-a750-7a552233169e","1ed4e212-d55c-4af4-a935-e71a8ba6828a","b17d3a85-aa13-4479-9eb5-c950da8ca0c3","b1e9c872-e95b-498a-b603-264298e249c2","90be9a68-c5a5-4596-a530-281bcd3c4301","afa6e3aa-f4e0-4c03-b756-c79b482865f1","38f11bb6-c7cc-4b5e-b5fd-1d398c5c260b","2d765df8-f60e-4eef-9bda-5bb45626a867","36b7fce2-6500-43fc-9ae2-784769863357","39a3977f-f592-45f8-a4c5-a53de45bb6c4","e1256fe2-e368-4be9-937c-a41e55727102","1ba5f75a-5cbc-4825-ab24-d31f457e04ef","d7a02af4-c32f-4eaa-a76d-b5cb49906856","3959403b-213e-4db6-a62a-11dcfb07de09","0cc0ac02-d2fc-4f96-a25f-49533d2fea1b"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Distinct citation URLspublic prompt source distinct URL count · observed Aug 8, 2026, 12:00 AM UTC1 URLs100% confidence
Source
Rank.ai AI Developer Tools Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Open primary evidence ↗
Engine breadthpublic prompt source engine breadth · observed Aug 8, 2026, 12:00 AM UTC1 engines100% confidence
Source
Rank.ai AI Developer Tools Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Open primary evidence ↗
Mean citation positionpublic prompt source mean position · observed Aug 8, 2026, 12:00 AM UTC2 position100% confidence
Source
Rank.ai AI Developer Tools Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Open primary evidence ↗
Median citation positionpublic prompt source median position · observed Aug 8, 2026, 12:00 AM UTC2 position100% confidence
Source
Rank.ai AI Developer Tools Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Plain textMost-cited domains in AI Developer Tools answers. Rank.ai, data as of August 8, 2026. https://www.rank.ai/rankings/ai-developer-tools/ai-developer-tools-most-cited-domains
HTML<a href="https://www.rank.ai/rankings/ai-developer-tools/ai-developer-tools-most-cited-domains">Most-cited domains in AI Developer Tools answers</a> — Rank.ai, data as of August 8, 2026
Markdown[Most-cited domains in AI Developer Tools answers](https://www.rank.ai/rankings/ai-developer-tools/ai-developer-tools-most-cited-domains) — Rank.ai, data as of August 8, 2026
APARank.ai. (2026). Most-cited domains in AI Developer Tools answers. Retrieved September 11, 2026, from https://www.rank.ai/rankings/ai-developer-tools/ai-developer-tools-most-cited-domains

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<p style="font-size:12px">Source: <a href="https://www.rank.ai/rankings/ai-developer-tools/ai-developer-tools-most-cited-domains">Most-cited domains in AI Developer Tools answers</a> by Rank.ai</p>

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