133 of 203 siteschecked Aug 21, 2026, 12:00 AM UTCdailyhow we measure this →CSV / JSON

As of

In front today

slack.com

18.8%cited answer coverage

Ahead of second place: 8.3%
Held by the top three: 10%
Middle of the board: 2.1%
Below half the leader: 129 of 133

Highest 18.8%Middle 2.1%

Rank 1one bar per published rowRank 133

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Entity typeMovementConfidenceEvidence NRank rangeColumnsSort rows

answers citing it: 1 on 108 of 133 rows · engines: 1 on 112 of 133 rows · 48 checks behind each row.

Most cited domains in Collaboration answers current rankings
Rank	Name	Cited answer coverage	Best position	Typical position	Change	Why
01	slack.com	18.8%	1	3		Showing
02	wrike.com	10.4%	1	2		This rank
03	linkedin.com	10.4%	2	4		This rank
04	agilityportal.io	10.4%	1	4	34	This rank
05	baserow.io	8.3%	1	1	—	This rank
06	glean.com	8.3%	4	4.5	15	This rank
07	thedigitalprojectmanager.com	8.3%	2	5	8	This rank
08	vibe.us	8.3%	4	5.5	3	This rank
09	gosearch.ai	8.3%	1	6		This rank
10	g2.com	6.3%	2	3	36	This rank
11	getvoip.com	6.3%	3	7	111	This rank
12	gartner.com	6.3%	3	5	14	This rank
13	ituonline.com	4.2%	1	1	9	This rank
14	eshare.com	4.2%	2	2	2	This rank
15	monday.com	4.2%	1	2	66	This rank
16	microsoft.com	4.2%	2	2.5	11	This rank
17	quora.com	4.2%	2	2.5	—	This rank
18	kuse.ai	4.2%	1	3.5	6	This rank
19	deskflex.com	4.2%	3	4	—	This rank
20	itassetmanagement.net	4.2%	2	4	7	This rank
21	larksuite.com	4.2%	4	4.5	—	This rank
22	mangoapps.com	4.2%	4	4.5	30	This rank
23	zapier.com	4.2%	1	4	10	This rank
24	exoplatform.com	4.2%	3	4.5	10	This rank
25	viasocket.com	4.2%	5	6.5	91	This rank
26	blog.intermedia.com	2.1%	1	1	—	This rank
27	box.com	2.1%	1	1	13	This rank
28	filecloud.com	2.1%	1	1	15	This rank
29	fin.ai	2.1%	1	1	15	This rank
30	learn.microsoft.com	2.1%	1	1	20	This rank
31	oysterhr.com	2.1%	1	1	—	This rank
32	practical365.com	2.1%	1	1	—	This rank
33	rank.ai	2.1%	1	1	—	This rank
34	reclaim.ai	2.1%	1	1	72	This rank
35	safetyculture.com	2.1%	1	1	—	This rank
36	sciencelogic.com	2.1%	1	1	—	This rank
37	skedda.com	2.1%	1	1	—	This rank
38	workforcesoftware.com	2.1%	1	1	20	This rank
39	reddit.com	2.1%	1	1.5	31	This rank
40	coworker.ai	2.1%	2	2	—	This rank
41	ethisphere.com	2.1%	2	2	—	This rank
42	goto.com	2.1%	2	2	—	This rank
43	i3solutions.com	2.1%	2	2	6	This rank
44	lumapps.com	2.1%	2	2	—	This rank
45	mc3.cloud	2.1%	2	2	—	This rank
46	moveworks.com	2.1%	2	2	36	This rank
47	mural.co	2.1%	2	2	33	This rank
48	nextiva.com	2.1%	2	2	—	This rank
49	ones.com	2.1%	2	2	34	This rank
50	proofhub.com	2.1%	2	2	—	This rank
51	supertokens.com	2.1%	2	2	9	This rank
52	trueconf.com	2.1%	2	2	63	This rank
53	unifiedcommunications.com	2.1%	2	2	9	This rank
54	zelt.app	2.1%	2	2	—	This rank
55	zylo.com	2.1%	2	2	83	This rank
56	acresecurity.com	2.1%	3	3	10	This rank
57	airiam.com	2.1%	3	3	—	This rank
58	altmansolon.com	2.1%	3	3	—	This rank
59	ayrindigital.com	2.1%	3	3	—	This rank
60	bynder.com	2.1%	3	3	59	This rank
61	cdn-dynmedia-1.microsoft.com	2.1%	3	3	9	This rank
62	fileorbis.com	2.1%	3	3	42	This rank
63	maxio.com	2.1%	3	3	—	This rank
64	messagewatcher.com	2.1%	3	3	—	This rank
65	rfp.wiki	2.1%	3	3	—	This rank
66	sciencedirect.com	2.1%	3	3	20	This rank
67	tealtech.com	2.1%	3	3	—	This rank
68	unitedconcordia.com	2.1%	3	3	—	This rank
69	unspot.com	2.1%	3	3	—	This rank
70	achievers.com	2.1%	4	4	—	This rank
71	amoeboids.com	2.1%	4	4	—	This rank
72	bettercloud.com	2.1%	4	4	92	This rank
73	breeze.pm	2.1%	4	4	—	This rank
74	es.celoxis.com	2.1%	4	4	—	This rank
75	forbes.com	2.1%	4	4	113	This rank
76	hive.com	2.1%	4	4	—	This rank
77	hrfuture.net	2.1%	4	4	—	This rank
78	intuitionlabs.ai	2.1%	4	4	—	This rank
79	lattice.com	2.1%	4	4	—	This rank
80	lpsonline.sas.upenn.edu	2.1%	4	4	—	This rank
81	m-files.com	2.1%	4	4	70	This rank
82	peopleresults.com	2.1%	4	4	—	This rank
83	quizlet.com	2.1%	4	4	—	This rank
84	salientdiscovery.com	2.1%	4	4	75	This rank
85	thetalake.com	2.1%	4	4	75	This rank
86	wexinc.com	2.1%	4	4	22	This rank
87	asana.com	2.1%	5	5	64	This rank
88	atomicwork.com	2.1%	5	5	63	This rank
89	celum.com	2.1%	5	5	—	This rank
90	epicflow.com	2.1%	5	5	—	This rank
91	fosshub.com	2.1%	5	5	—	This rank
92	leadinglearning.com	2.1%	5	5	—	This rank
93	missiveapp.com	2.1%	5	5	—	This rank
94	partnify.com	2.1%	5	5	—	This rank
95	pricing.webex.com	2.1%	5	5	—	This rank
96	quire.io	2.1%	5	5	31	This rank
97	reflektive.com	2.1%	5	5	—	This rank
98	solutions2share.com	2.1%	5	5	95	This rank
99	sowork.com	2.1%	5	5	13	This rank
100	textmagic.com	2.1%	5	5	—	This rank
101	workforceexperience.hp.com	2.1%	5	5	—	This rank
102	360iresearch.com	2.1%	6	6	—	This rank
103	businessmap.io	2.1%	6	6	—	This rank
104	celoxis.com	2.1%	6	6	92	This rank
105	darwinbox.com	2.1%	6	6	—	This rank
106	envoy.com	2.1%	6	6	—	This rank
107	faronics.com	2.1%	6	6	41	This rank
108	happeo.com	2.1%	6	6	—	This rank
109	salesforce.com	2.1%	6	6	—	This rank
110	techglovesit.com	2.1%	6	6	—	This rank
111	tripleten.com	2.1%	6	6	—	This rank
112	venn.com	2.1%	6	6	—	This rank
113	youtube.com	2.1%	6	6	109	This rank
114	domo.com	2.1%	7	7	82	This rank
115	identitymanagementinstitute.org	2.1%	7	7	—	This rank
116	idmworks.com	2.1%	7	7	—	This rank
117	m365.fm	2.1%	7	7	58	This rank
118	proprofskb.com	2.1%	7	7	—	This rank
119	ringcentral.com	2.1%	7	7	91	This rank
120	stackfield.com	2.1%	7	7	—	This rank
121	striven.com	2.1%	7	7	—	This rank
122	walkme.com	2.1%	7	7	59	This rank
123	wire.com	2.1%	7	7	59	This rank
124	appspace.com	2.1%	8	8	—	This rank
125	archieapp.co	2.1%	8	8	—	This rank
126	esim.holafly.com	2.1%	8	8	—	This rank
127	galileo.ai	2.1%	8	8	—	This rank
128	hirechore.com	2.1%	8	8	80	This rank
129	pathlock.com	2.1%	8	8	—	This rank
130	blog.workday.com	2.1%	9	9	—	This rank
131	complyance.com	2.1%	9	9	—	This rank
132	techrepublic.com	2.1%	9	9	18	This rank
133	zoom.com	2.1%	9	9	—	This rank

Primary brandPrompt intentAnswer enginePrompt contains

Run live test

Answer presence35.4%17/48 filtered answers mention or cite Microsoft 365

Selected-set share37.0%Share of answer-presences among the compared brands, not market share

Owned citation answers44 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
Microsoft 365microsoft.com	35.4%17/48	BASE	37.0%	33	4	4	3/3
Slackslack.com	31.3%15/48	-4.2 pp	32.6%	23	9	9	2/3
Google Workspaceworkspace.google.com	22.9%11/48	-12.5 pp	23.9%	25	0	0	2/3
Zoom Workplacezoom.com	6.3%3/48	-29.2 pp	6.5%	2	1	1	2/3

ANSWER-LEVEL OBSERVATIONS

Prompt × engine matrix

16 prompts · 48 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 Which productivity and collaboration suites are best for email, documents, meetings, messaging, storage, search, and administration?recommendation	Microsoft 365Google WorkspaceSlack 0 source URLs`3402706b`	No selected brand 0 source URLs`5f7cc210`	Microsoft 365Google WorkspaceSlackZoom Workplace 7 source URLs`12234cb8`
02 Recommend a collaboration platform for a global enterprise with identity, compliance, records, security, integrations, and centralized governance.recommendation	Microsoft 365Google WorkspaceSlack 8 source URLs`b3d5094e`	Microsoft 365 0 source URLs`e79a33f2`	No selected brand 9 source URLs`8e0db689`
03 Which collaboration platform is best for a startup that needs documents, projects, messaging, meetings, search, and low administration overhead?recommendation	Google WorkspaceSlack 5 source URLs`9f9f1189`	No selected brand 0 source URLs`4fa60243`	Microsoft 365Google WorkspaceSlack 9 source URLs`a60fa1c7`
04 Recommend a workspace for company knowledge, collaborative docs, databases, projects, templates, search, and employee self-service.recommendation	Microsoft 365Slack · C1 6 source URLs`7d8f4656`	No selected brand 0 source URLs`3abb093f`	Slack · C1 8 source URLs`0de8a116`
05 Which work-management platforms are strongest for cross-functional projects, portfolios, goals, workflows, capacity, and executive reporting?recommendation	No selected brand 7 source URLs`7e7e2113`	No selected brand 0 source URLs`2185d56b`	No selected brand 9 source URLs`1e680508`
06 Recommend a collaboration platform for meetings, chat, phone, rooms, recordings, summaries, action items, and hybrid work.recommendation	Microsoft 365Google WorkspaceSlack · C1 8 source URLs`1de0819e`	No selected brand 0 source URLs`f162e609`	Microsoft 365 · C1 6 source URLs`0ffb8437`
07 Which content collaboration platforms are best for secure file sharing, external collaboration, governance, workflows, and enterprise search?recommendation	Microsoft 365Google WorkspaceSlack 6 source URLs`24c9bf01`	No selected brand 0 source URLs`eb11744f`	Slack · C1 5 source URLs`8020e68d`
08 Which workplace platforms provide the strongest governed AI for search, writing, meetings, analysis, tasks, and cross-application actions?recommendation	Microsoft 365Slack · C1 6 source URLs`3534267c`	No selected brand 0 source URLs`efa6ea10`	No selected brand 9 source URLs`3319f446`
09 Compare collaboration platforms on documents, communication, projects, search, AI, integrations, administration, security, and support.commercial	Microsoft 365Google WorkspaceSlack · C1 7 source URLs`70175094`	No selected brand 0 source URLs`195ba514`	Microsoft 365Google WorkspaceSlack · C1 8 source URLs`aa564336`
10 How should a buyer compare workplace software pricing across seats, storage, meetings, telephony, AI, guests, security, and premium modules?commercial	Microsoft 365 · C1Zoom Workplace · C1 9 source URLs`18ff1bf6`	No selected brand 0 source URLs`de65d6e9`	No selected brand 8 source URLs`86204fe1`
11 Create a proof-of-concept scorecard for collaboration platforms covering adoption, search success, meeting load, workflow speed, and administration.commercial	No selected brand 0 source URLs`8b5f9a50`	No selected brand 0 source URLs`eba7bae1`	No selected brand 0 source URLs`b698a23d`
12 Compare workplace vendors while controlling for suite bundling, installed base, switching cost, standalone quality, and interoperability.commercial	No selected brand 5 source URLs`08fcf83e`	No selected brand 0 source URLs`61de6688`	No selected brand 0 source URLs`9021eca5`
13 Which criteria expose export, identity, workflow, content-format, and commercial lock-in risk when choosing a collaboration platform?commercial	No selected brand 6 source URLs`3557ffe0`	No selected brand 0 source URLs`3993b1f0`	No selected brand 2 source URLs`b98ed406`
14 Compare workplace platforms on identity, encryption, external sharing, eDiscovery, retention, auditability, residency, and compliance.commercial	Microsoft 365Google Workspace 4 source URLs`603beb96`	No selected brand 0 source URLs`1c6aa5d9`	Microsoft 365 · C1 7 source URLs`9e70aa3e`
15 Create a shortlist of collaboration vendors for a global company modernizing communication, content, meetings, work management, and AI.commercial	Microsoft 365Google WorkspaceSlack · C1 8 source URLs`f3276a7a`	No selected brand 0 source URLs`0ed19b7f`	Slack · C1Zoom Workplace 5 source URLs`21363e2a`
16 When should a company consolidate email, meetings, messaging, documents, files, projects, search, and AI on one workplace suite?commercial	No selected brand 5 source URLs`3747dd64`	No selected brand 0 source URLs`08aae8f5`	Microsoft 365 · C1 6 source URLs`3ec29c19`

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
slack.com ↗	9	4	2	#1
linkedin.com ↗	5	5	2	#2
agilityportal.io ↗	5	3	2	#1
wrike.com ↗	5	2	2	#1
vibe.us ↗	4	4	2	#4
thedigitalprojectmanager.com ↗	4	3	2	#2
glean.com ↗	4	3	2	#4
gosearch.ai ↗	4	2	2	#1
baserow.io ↗	4	1	2	#1
g2.com ↗	3	3	2	#2
gartner.com ↗	3	3	1	#3
getvoip.com ↗	3	1	2	#3
kuse.ai ↗	2	2	2	#1
monday.com ↗	2	2	2	#1
zapier.com ↗	2	2	1	#1
microsoft.com ↗	2	2	2	#2
quora.com ↗	2	2	2	#2
exoplatform.com ↗	2	2	1	#3
larksuite.com ↗	2	2	2	#4
mangoapps.com ↗	2	2	2	#4

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.

collaboration-productivity-platforms-2026-07-27 / 4-collaboration-productivity-platforms-a6b7b2657fa564c2

Some explanation inputs are unavailable Missing: publicFrozenEvidence.

Published rank: #1
Score: 18.75 percent
Sample size: 48

100% confidence · 50% component coverage · as of Aug 21, 2026, 12:00 AM UTC

SCORE CONSTRUCTION

Component ledger

7/14 evidenced

Components contributing to slack.com's rank
Component	Value	Weight	Contribution	Evidence	Status
aggregateArtifactHash	584e6d5c60e4487a84211294d123f45f4bb8af90be538de6544c83a8dd961e1a	Unavailable	—	0	unavailableno_public_frozen_evidence
answerDenominator	48	Unavailable	48	0	unavailableno_public_frozen_evidence
engineDenominator	3	Unavailable	3	0	unavailableno_public_frozen_evidence
hostname	slack.com	Unavailable	—	0	unavailableno_public_frozen_evidence
positionDenominator	9	Unavailable	9	0	unavailableno_public_frozen_evidence
positionNumerator	30	Unavailable	30	0	unavailableno_public_frozen_evidence
public prompt source answer coverage	18.75	100%	18.75	1	available
public prompt source best position	1	0%	0	1	available
public prompt source cited answer count	9	0%	0	1	available
public prompt source distinct URL count	4	0%	0	1	available
public prompt source engine breadth	2	0%	0	1	available
public prompt source mean position	3.333333	0%	0	1	available
public prompt source median position	3	0%	0	1	available
sourceVisibilityOnly	1	Unavailable	—	0	unavailableno_public_frozen_evidence

WHY IT MOVED

flat since prior snapshot

0 ranks

No component moved since the prior snapshot.

PRIMARY EVIDENCE

Source trail

7 public records

Cited-answer coveragepublic prompt source answer coverage · observed Aug 21, 2026, 12:00 AM UTC18.75 percent100% confidence
Source
Rank.ai Collaboration Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"collaboration-productivity-platforms-2026-07-27","runArtifactIds":["ac0c4c05-cf20-4307-8cc8-4ae7c7260e6e","16e630d6-8256-4d5d-9b7d-21406745932a","dc04c894-0196-4980-9269-bc938d687096","f974ef40-000c-485f-a464-def6c31693a7","56a66c06-3f2d-429f-9b89-ab4b40d6eb94","a015dfbd-bdb3-4b76-b63b-55a508cfa474","c9ff353c-16e8-4fc5-b006-2fb390e5e978","5270e915-42a9-4f86-9280-1762e218be3d","f096ab9d-6629-464e-bc1e-e2cf05877576","8fe562e1-5531-44ff-9019-e0a1b2e7c83b","5e9ab30c-55fc-4583-8b1b-c304ffe5c031","c7b7289b-800f-410e-9abf-3a06e12be4a3","601e5c84-e6e3-4eaa-b579-e045a178b86c","55467ff3-1088-45de-a28c-d84ab60bb502","8d69cbeb-6298-41c2-bc62-0eeef6d28284","05578484-3ffa-4e65-9eb7-cb02dd7f590a","0f0f6abb-f1bf-43b5-bc04-4f280f367c95","c59d5742-a289-4af0-b9b4-640326d35e30","5b8724c1-c24c-4cb6-9c8b-3b09826ec97e","f608cc58-6c25-4cc1-ac64-a1c885640637","75124928-6cfa-4998-9ea4-2e14c3bbcd4c","20b87a7f-a190-4269-96d7-281101534718","78e4b439-05f4-480a-822e-bae40d029bf0","e01c712a-b40a-4633-a89e-bbfdd70b4a68","e6b15c99-fd5c-4cb2-b345-149bc42c2d08","d3dd5ca1-6c28-4263-98fc-27f64963b483","0574ca81-5da6-4a88-8ab9-8e5465bd4315","8e736308-cf02-4a27-9fab-b53314fc875e","8b696d76-83e0-48ef-8f44-d4f0e480569d","6cf8462d-8ff1-4630-984e-de27db6e7d6c","939796d1-e1d8-495b-8eac-710fe2af0953","9763c47a-49b6-4fc1-bb7a-6e38e62f56c2","d30619fd-a4e5-4dc9-8d0e-992f5f0eb50e","2f213eac-535a-4c73-ad17-7a8a7be39888","350f2968-f668-45f5-bdc9-93ce76e70fc1","058bf08f-9e33-4567-8d58-f66b62bc2eab","ebef5334-5750-4d02-bf57-49a420ad478a","4313b387-ddc1-4e9f-83cd-bb65c40c98b7","c01ec99b-6992-457a-9565-c5b32a41f062","64e59dd4-5f37-4132-9b5c-64f3b8778f3f","a3f7c244-ca8c-4b0f-befe-6326356a48ca","a03ed492-f796-4e37-b6c3-2cf4e5968bc3","d81765b3-f433-403c-8ead-a06411176b4f","ba4fa461-9053-42c1-b8bb-51d2ea33ddc9","e91d2af4-894f-40ce-9dcb-5cd55056ddd7","8503b837-fe6e-4ae3-aa29-37181d53a257","3c174333-cd4f-4cc5-bd2d-aaf8c2d7daaa","3e4c3aef-2bd2-4cbd-bdc1-5fb6dd0de0b7"],"benchmarkVersion":"4-collaboration-productivity-platforms-a6b7b2657fa564c2","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Best citation positionpublic prompt source best position · observed Aug 21, 2026, 12:00 AM UTC1 position100% confidence
Source
Rank.ai Collaboration Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Open primary evidence ↗
Cited answerspublic prompt source cited answer count · observed Aug 21, 2026, 12:00 AM UTC9 answers100% confidence
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Open primary evidence ↗
Distinct citation URLspublic prompt source distinct URL count · observed Aug 21, 2026, 12:00 AM UTC4 URLs100% confidence
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Rank.ai Collaboration Prompt Benchmark
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Open primary evidence ↗
Engine breadthpublic prompt source engine breadth · observed Aug 21, 2026, 12:00 AM UTC2 engines100% confidence
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Rank.ai Collaboration Prompt Benchmark
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Open primary evidence ↗
Mean citation positionpublic prompt source mean position · observed Aug 21, 2026, 12:00 AM UTC3.333 position100% confidence
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A
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Open primary evidence ↗
Median citation positionpublic prompt source median position · observed Aug 21, 2026, 12:00 AM UTC3 position100% confidence
Source
Rank.ai Collaboration Prompt Benchmark
Grade
A
Freshness
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Plain textMost-cited domains in Collaboration answers. Rank.ai, data as of August 21, 2026. https://www.rank.ai/rankings/collaboration-productivity/collaboration-productivity-platforms-most-cited-domains
HTML<a href="https://www.rank.ai/rankings/collaboration-productivity/collaboration-productivity-platforms-most-cited-domains">Most-cited domains in Collaboration answers</a> — Rank.ai, data as of August 21, 2026
Markdown[Most-cited domains in Collaboration answers](https://www.rank.ai/rankings/collaboration-productivity/collaboration-productivity-platforms-most-cited-domains) — Rank.ai, data as of August 21, 2026
APARank.ai. (2026). Most-cited domains in Collaboration answers. Retrieved September 11, 2026, from https://www.rank.ai/rankings/collaboration-productivity/collaboration-productivity-platforms-most-cited-domains

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<p style="font-size:12px">Source: <a href="https://www.rank.ai/rankings/collaboration-productivity/collaboration-productivity-platforms-most-cited-domains">Most-cited domains in Collaboration answers</a> by Rank.ai</p>

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Most cited domains in Collaboration answers

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