12 companieschecked Aug 24, 2026, 12:00 AM UTCdailyhow we measure this →CSV / JSON

As of

In front today

Otter.ai

3 enginesengine breadth

Ahead of second place: 1
Held by the top three: 35%
Middle of the board: 2
Below half the leader: 3 of 12

Highest 3 enginesMiddle 2

Rank 1one bar per published rowRank 12

engines: 2 on 8 of 12 rows · 3 checks behind each row · 100% confidence across rows.

AI meeting Assistants engine breadth current rankings
Rank	Name	Engine breadth	Mention coverage	Share of names	Cited as source	Change	Why
01	Otter.ai	3 engines	29.17% · 14 / 48	17.5% · 14 / 80	8.33% · 3 / 36	1	This rank My rank
02	Read AI	2 engines	35.42% · 17 / 48	21.25% · 17 / 80	50% · 18 / 36	1	This rank My rank
03	Fireflies.ai	2 engines	22.92% · 11 / 48	13.75% · 11 / 80	2.78% · 1 / 36	3	This rank My rank
04	Avoma	2 engines	25% · 12 / 48	15% · 12 / 80	11.11% · 4 / 36	1	This rank My rank
05	tl;dv	2 engines	12.5% · 6 / 48	7.5% · 6 / 80	13.89% · 5 / 36	2	This rank My rank
06	Fathom	2 engines	12.5% · 6 / 48	7.5% · 6 / 80	0% · 0 / 36	3	This rank My rank
07	Fellow	2 engines	12.5% · 6 / 48	7.5% · 6 / 80	0% · 0 / 36	3	Showing My rank
08	Krisp	2 engines	10.42% · 5 / 48	6.25% · 5 / 80	11.11% · 4 / 36		This rank My rank
09	Grain	2 engines	4.17% · 2 / 48	2.5% · 2 / 80	2.78% · 1 / 36	1	This rank My rank
10	Sembly AI	1 engines	2.08% · 1 / 48	1.25% · 1 / 80	0% · 0 / 36	1	This rank My rank
11	Supernormal	0 engines	0% · 0 / 48	0% · 0 / 80	0% · 0 / 36	1	This rank My rank
12	Zoom AI Companion	0 engines	0% · 0 / 48	0% · 0 / 80	0% · 0 / 36	3	This rank My rank

Primary brandPrompt intentAnswer enginePrompt contains

Run live test

Answer presence29.2%14/48 filtered answers mention or cite Otter.ai

Selected-set share32.6%Share of answer-presences among the compared brands, not market share

Owned citation answers33 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
Otter.aiotter.ai	29.2%14/48	BASE	32.6%	20	3	3	3/3
Avomaavoma.com	25.0%12/48	-4.2 pp	27.9%	15	4	4	2/3
Fireflies.aifireflies.ai	22.9%11/48	-6.3 pp	25.6%	13	1	1	2/3
Fathomfathom.video	12.5%6/48	-16.7 pp	14.0%	13	0	0	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 AI meeting assistants are best for accurate transcription, useful summaries, decisions, action items, and searchable meeting memory?recommendation	Otter.aiFireflies.aiFathomAvoma 8 source URLs`7f53f88f`	No selected brand 0 source URLs`52582bfd`	Otter.ai · C1Fireflies.aiFathomAvoma 9 source URLs`8d076d65`
02 Recommend an AI meeting assistant for a global enterprise that needs administration, retention controls, security, compliance, and data residency.recommendation	Otter.ai 6 source URLs`651a8e45`	No selected brand 0 source URLs`94571cdd`	No selected brand 8 source URLs`baae5b83`
03 Which AI meeting assistants are strongest for sales calls, coaching, CRM updates, follow-up drafts, deal signals, and account handoffs?recommendation	Fireflies.aiAvoma 8 source URLs`e58d6367`	No selected brand 0 source URLs`c11306a8`	Avoma 8 source URLs`5c487a81`
04 Recommend an AI meeting assistant for product and engineering teams that need decisions, technical context, tasks, and project-tool integrations.recommendation	Otter.aiFireflies.aiAvoma 5 source URLs`5dad9600`	No selected brand 0 source URLs`2291beee`	Fireflies.ai 8 source URLs`ef146cde`
05 Which AI meeting assistants are best for multilingual teams that need high transcription accuracy, speaker identification, translation, and summaries?recommendation	Otter.aiFireflies.ai 5 source URLs`6d8e5791`	Otter.ai 0 source URLs`9d4dfbcd`	Otter.ai · C1Fireflies.ai 7 source URLs`dd00e1ec`
06 Recommend an AI meeting assistant that can capture calls and in-person conversations with clear consent controls and flexible recording modes.recommendation	Otter.aiFireflies.ai 5 source URLs`6e30f473`	No selected brand 0 source URLs`b1a41fe3`	Otter.ai · C1 6 source URLs`38efebef`
07 Which AI meeting assistants provide the strongest cited search across past conversations, decisions, topics, people, projects, and follow-up work?recommendation	Otter.aiFireflies.aiAvoma 7 source URLs`2cb196d7`	No selected brand 0 source URLs`9a68a98e`	No selected brand 6 source URLs`d78cd4f9`
08 Recommend an affordable AI meeting assistant for a small team that needs fast setup, reliable notes, shared templates, and transparent limits.recommendation	FathomAvoma · C1 6 source URLs`c60b0e84`	No selected brand 0 source URLs`bd83efac`	Fathom 8 source URLs`ecc5ddcb`
09 Compare AI meeting assistants on transcription, summaries, search, actions, integrations, analytics, administration, privacy, and support.commercial	Otter.aiFathomAvoma 7 source URLs`988a875c`	No selected brand 0 source URLs`9f04c2ce`	Otter.aiAvoma · C1 5 source URLs`fa80ea40`
10 Create a reproducible evaluation for AI meeting assistants covering word accuracy, speakers, jargon, decisions, action items, and hallucinations.commercial	No selected brand 0 source URLs`0dd622fd`	No selected brand 0 source URLs`ef0300a2`	No selected brand 1 source URLs`12c3fc13`
11 Compare AI meeting assistants on consent, recording disclosure, encryption, retention, model training, deletion, audit logs, access, and data residency.commercial	Avoma · C1 8 source URLs`2bfce9c9`	No selected brand 0 source URLs`9a85b2aa`	No selected brand 3 source URLs`22985837`
12 Compare AI meeting assistants on calendar, conferencing, messaging, CRM, project management, document, automation, API, and webhook integrations.commercial	Otter.aiFathomAvoma 7 source URLs`7a3d5e71`	No selected brand 0 source URLs`bc610605`	Avoma · C1 5 source URLs`ba118bb4`
13 How should a buyer compare AI meeting assistant pricing across seats, recording hours, storage, uploads, intelligence features, and enterprise controls?commercial	No selected brand 8 source URLs`f6f27091`	No selected brand 0 source URLs`c462910b`	Fireflies.ai · C1 8 source URLs`684c4489`
14 Design a proof-of-concept scorecard for AI meeting assistants using real calls, difficult audio, domain vocabulary, workflows, and user adoption.commercial	No selected brand 0 source URLs`6f8bbd5d`	No selected brand 0 source URLs`ce229c74`	No selected brand 0 source URLs`7626f154`
15 Which criteria expose transcript, recording, summary, workspace, integration, export, API, and retention lock-in in an AI meeting assistant?commercial	No selected brand 8 source URLs`ad811ee8`	No selected brand 0 source URLs`d48ad169`	No selected brand 6 source URLs`9880966a`
16 Create a shortlist of AI meeting assistant vendors for a regulated company replacing manual notes across customer and internal meetings.commercial	Otter.aiFireflies.ai 7 source URLs`65aa39c4`	No selected brand 0 source URLs`d271ac72`	No selected brand 5 source URLs`bf2b9b8d`

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
read.ai ↗	16	5	2	#1
zapier.com ↗	15	2	2	#1
fellow.ai ↗	7	7	2	#1
youtube.com ↗	7	6	2	#1
reddit.com ↗	6	5	2	#1
peoplemanagingpeople.com ↗	6	1	2	#2
tldv.io ↗	5	3	2	#1
simular.ai ↗	5	1	2	#2
linkedin.com ↗	4	4	2	#1
meetily.ai ↗	4	4	1	#2
avoma.com ↗	4	3	2	#1
ticnote.com ↗	4	3	2	#2
krisp.ai ↗	4	2	2	#1
zackproser.com ↗	3	3	2	#1
spinach.ai ↗	3	3	2	#7
owll.ai ↗	3	2	2	#3
otter.ai ↗	3	1	1	#1
rivaengine.com ↗	3	1	2	#1
hedy.ai ↗	3	1	1	#2
reclaim.ai ↗	3	1	2	#2

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-meeting-assistants-2026-07-27 / 4-ai-meeting-assistants-2026-07-27-models-64232fd32583

Published rank: #7
Score: 2 engines
Sample size: 3

100% confidence · 100% component coverage · as of Aug 24, 2026, 12:00 AM UTC

SCORE CONSTRUCTION

Component ledger

13/13 evidenced

All components available · 1 evidence record each

Components contributing to Fellow's rank
Component	Value	Weight	Contribution
public prompt anthropic brand mention coverage	0	0%	—
public prompt anthropic brand recommendation presence	0	0%	—
public prompt brand citation share	0	0%	—
public prompt brand engine breadth	2	100%	2
public prompt brand mention coverage	12.5	0%	—
public prompt brand mention share	7.5	0%	—
public prompt brand recommendation presence	16.666667	0%	—
public prompt gemini brand citation share	0	0%	—
public prompt gemini brand mention coverage	18.75	0%	—
public prompt gemini brand recommendation presence	25	0%	—
public prompt openai brand citation share	0	0%	—
public prompt openai brand mention coverage	18.75	0%	—
public prompt openai brand recommendation presence	25	0%	—

WHY IT MOVED

down since prior snapshot

-3 ranks

public prompt anthropic brand mention coverage37.5 → 0
-37.5
public prompt anthropic brand recommendation presence37.5 → 0
-37.5
public prompt gemini brand recommendation presence50 → 25
-25
public prompt brand recommendation presence33.333 → 16.667
-16.667
public prompt brand mention coverage27.083 → 12.5
-14.583
public prompt gemini brand mention coverage31.25 → 18.75
-12.5
public prompt openai brand recommendation presence12.5 → 25
+12.5
public prompt openai brand mention coverage12.5 → 18.75
+6.25
public prompt brand mention share10.924 → 7.5
-3.424
public prompt brand engine breadth3 → 2
-1
public prompt brand citation share0 → 0
0
public prompt gemini brand citation share0 → 0
0
public prompt openai brand citation share0 → 0
0

PRIMARY EVIDENCE

Source trail

13 public records

Anthropic mention coveragepublic prompt anthropic brand mention coverage · observed Aug 24, 2026, 12:00 AM UTC0 percent100% confidence
Source
Rank.ai AI Meeting Assistants Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"ai-meeting-assistants-2026-07-27","runArtifactIds":["271a6d09-de90-4a9b-9879-ad429533ea29","fc7fedeb-babc-47e9-9dda-6b03959ef057","8b18e543-c243-4867-a211-fad8aec89709","5b271efa-3781-4565-b9d4-2810bdcad3c3","709f01fb-a4b9-4be2-bbaf-5f8cdbb368e7","5e44afa7-2ac6-4751-af6f-17dbd8fea93c","c1eb71a2-9888-49ec-80d5-cf23cb11d045","7e9c2702-9f54-4569-9444-78c9ab60dd19","687c4f8d-5979-42d7-b859-2d163a23e18c","e25cc9ca-b2d0-4132-9f16-1e8204ca107a","503826e5-4268-4dc1-a2a3-5ace824dd590","4bf72313-8704-49ff-843b-b79618d00db3","730d5caa-3dfe-43d1-a03a-17ac773eb012","b24616c0-8546-450c-b937-01632b78e052","3e3d3e71-6a4f-4971-9512-bf63680fffec","f4e9583a-f1ee-4e6f-9804-5bdf55eae4a9","96d4c3e4-c155-41e8-b33d-a92e33c10910","d061b627-c18a-484a-abcf-25071b69699c","8aca5656-f024-4410-b8f3-9a065bfd03fb","bc8052cd-fed0-4638-b537-a9ae9cbe792e","fdffc98c-2af2-4d07-9384-25621c3e9512","1309fa0f-08cf-44f2-a1d1-18772e000b98","9107c37c-40eb-4832-8536-652e9766d617","55695c69-ba11-483e-8f85-bb612c476da1","549da30d-6057-4e33-b498-875fd8f86f6b","b43e9b9a-dc4e-4497-803e-ae98a4fa62da","9d98ba32-ce8b-4696-899f-473f0a0d4b31","dfb03e2a-2629-4573-8632-3b00d4399c57","5dc0f899-8e8a-4b4e-8799-01a149da1abb","d6e040df-721a-4460-b16d-8979f4493cf7","16813236-5e08-42b3-92a1-3dc8ef56c5e0","fac13918-2343-48e8-99e1-9a21565c20e1","739b8a7e-f4a3-418a-a027-f78b07e77a1e","abe0afc0-ba11-4d93-8f5d-e9f36ca0b8a4","68dd693b-4541-478c-9d45-69b212f92d0f","78f417dc-734c-4641-848d-95e295011854","ab6c1201-9beb-4d7f-9118-0ff52583126b","404bd4f7-84f8-43c3-987c-444fd9057f3e","238219c4-1d9f-4252-8786-17a80f280ee9","428f8889-c67c-4347-b2ba-21a2ed9bafdc","ceed3732-60cc-49b3-ba39-4825c2db4330","9f666d8e-25fc-4812-aac4-6ba8ac7b262e","1fd701a4-5895-4ebb-ae26-eea527ac4f0d","2f395c5b-2a97-40b0-96d8-5ae57df7cf32","97d38e5e-8b43-4724-8e83-ebbf24b83320","3279941b-1014-4e2e-b638-f4aef2e36bd5","4bc43712-a1c9-4c75-b132-0382c5bcb477","34c5fbb1-45f6-4c68-bdea-b5f14c1a4cf9"],"benchmarkVersion":"4-ai-meeting-assistants-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Anthropic recommendation-prompt presencepublic prompt anthropic brand recommendation presence · observed Aug 24, 2026, 12:00 AM UTC0 percent100% confidence
Source
Rank.ai AI Meeting Assistants Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"ai-meeting-assistants-2026-07-27","runArtifactIds":["271a6d09-de90-4a9b-9879-ad429533ea29","fc7fedeb-babc-47e9-9dda-6b03959ef057","8b18e543-c243-4867-a211-fad8aec89709","5b271efa-3781-4565-b9d4-2810bdcad3c3","709f01fb-a4b9-4be2-bbaf-5f8cdbb368e7","5e44afa7-2ac6-4751-af6f-17dbd8fea93c","c1eb71a2-9888-49ec-80d5-cf23cb11d045","7e9c2702-9f54-4569-9444-78c9ab60dd19","687c4f8d-5979-42d7-b859-2d163a23e18c","e25cc9ca-b2d0-4132-9f16-1e8204ca107a","503826e5-4268-4dc1-a2a3-5ace824dd590","4bf72313-8704-49ff-843b-b79618d00db3","730d5caa-3dfe-43d1-a03a-17ac773eb012","b24616c0-8546-450c-b937-01632b78e052","3e3d3e71-6a4f-4971-9512-bf63680fffec","f4e9583a-f1ee-4e6f-9804-5bdf55eae4a9","96d4c3e4-c155-41e8-b33d-a92e33c10910","d061b627-c18a-484a-abcf-25071b69699c","8aca5656-f024-4410-b8f3-9a065bfd03fb","bc8052cd-fed0-4638-b537-a9ae9cbe792e","fdffc98c-2af2-4d07-9384-25621c3e9512","1309fa0f-08cf-44f2-a1d1-18772e000b98","9107c37c-40eb-4832-8536-652e9766d617","55695c69-ba11-483e-8f85-bb612c476da1","549da30d-6057-4e33-b498-875fd8f86f6b","b43e9b9a-dc4e-4497-803e-ae98a4fa62da","9d98ba32-ce8b-4696-899f-473f0a0d4b31","dfb03e2a-2629-4573-8632-3b00d4399c57","5dc0f899-8e8a-4b4e-8799-01a149da1abb","d6e040df-721a-4460-b16d-8979f4493cf7","16813236-5e08-42b3-92a1-3dc8ef56c5e0","fac13918-2343-48e8-99e1-9a21565c20e1","739b8a7e-f4a3-418a-a027-f78b07e77a1e","abe0afc0-ba11-4d93-8f5d-e9f36ca0b8a4","68dd693b-4541-478c-9d45-69b212f92d0f","78f417dc-734c-4641-848d-95e295011854","ab6c1201-9beb-4d7f-9118-0ff52583126b","404bd4f7-84f8-43c3-987c-444fd9057f3e","238219c4-1d9f-4252-8786-17a80f280ee9","428f8889-c67c-4347-b2ba-21a2ed9bafdc","ceed3732-60cc-49b3-ba39-4825c2db4330","9f666d8e-25fc-4812-aac4-6ba8ac7b262e","1fd701a4-5895-4ebb-ae26-eea527ac4f0d","2f395c5b-2a97-40b0-96d8-5ae57df7cf32","97d38e5e-8b43-4724-8e83-ebbf24b83320","3279941b-1014-4e2e-b638-f4aef2e36bd5","4bc43712-a1c9-4c75-b132-0382c5bcb477","34c5fbb1-45f6-4c68-bdea-b5f14c1a4cf9"],"benchmarkVersion":"4-ai-meeting-assistants-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Citation sharepublic prompt brand citation share · observed Aug 24, 2026, 12:00 AM UTC0 percent100% confidence
Source
Rank.ai AI Meeting Assistants Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"ai-meeting-assistants-2026-07-27","runArtifactIds":["271a6d09-de90-4a9b-9879-ad429533ea29","fc7fedeb-babc-47e9-9dda-6b03959ef057","8b18e543-c243-4867-a211-fad8aec89709","5b271efa-3781-4565-b9d4-2810bdcad3c3","709f01fb-a4b9-4be2-bbaf-5f8cdbb368e7","5e44afa7-2ac6-4751-af6f-17dbd8fea93c","c1eb71a2-9888-49ec-80d5-cf23cb11d045","7e9c2702-9f54-4569-9444-78c9ab60dd19","687c4f8d-5979-42d7-b859-2d163a23e18c","e25cc9ca-b2d0-4132-9f16-1e8204ca107a","503826e5-4268-4dc1-a2a3-5ace824dd590","4bf72313-8704-49ff-843b-b79618d00db3","730d5caa-3dfe-43d1-a03a-17ac773eb012","b24616c0-8546-450c-b937-01632b78e052","3e3d3e71-6a4f-4971-9512-bf63680fffec","f4e9583a-f1ee-4e6f-9804-5bdf55eae4a9","96d4c3e4-c155-41e8-b33d-a92e33c10910","d061b627-c18a-484a-abcf-25071b69699c","8aca5656-f024-4410-b8f3-9a065bfd03fb","bc8052cd-fed0-4638-b537-a9ae9cbe792e","fdffc98c-2af2-4d07-9384-25621c3e9512","1309fa0f-08cf-44f2-a1d1-18772e000b98","9107c37c-40eb-4832-8536-652e9766d617","55695c69-ba11-483e-8f85-bb612c476da1","549da30d-6057-4e33-b498-875fd8f86f6b","b43e9b9a-dc4e-4497-803e-ae98a4fa62da","9d98ba32-ce8b-4696-899f-473f0a0d4b31","dfb03e2a-2629-4573-8632-3b00d4399c57","5dc0f899-8e8a-4b4e-8799-01a149da1abb","d6e040df-721a-4460-b16d-8979f4493cf7","16813236-5e08-42b3-92a1-3dc8ef56c5e0","fac13918-2343-48e8-99e1-9a21565c20e1","739b8a7e-f4a3-418a-a027-f78b07e77a1e","abe0afc0-ba11-4d93-8f5d-e9f36ca0b8a4","68dd693b-4541-478c-9d45-69b212f92d0f","78f417dc-734c-4641-848d-95e295011854","ab6c1201-9beb-4d7f-9118-0ff52583126b","404bd4f7-84f8-43c3-987c-444fd9057f3e","238219c4-1d9f-4252-8786-17a80f280ee9","428f8889-c67c-4347-b2ba-21a2ed9bafdc","ceed3732-60cc-49b3-ba39-4825c2db4330","9f666d8e-25fc-4812-aac4-6ba8ac7b262e","1fd701a4-5895-4ebb-ae26-eea527ac4f0d","2f395c5b-2a97-40b0-96d8-5ae57df7cf32","97d38e5e-8b43-4724-8e83-ebbf24b83320","3279941b-1014-4e2e-b638-f4aef2e36bd5","4bc43712-a1c9-4c75-b132-0382c5bcb477","34c5fbb1-45f6-4c68-bdea-b5f14c1a4cf9"],"benchmarkVersion":"4-ai-meeting-assistants-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Engine breadthpublic prompt brand engine breadth · observed Aug 24, 2026, 12:00 AM UTC2 engines100% confidence
Source
Rank.ai AI Meeting Assistants Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"ai-meeting-assistants-2026-07-27","runArtifactIds":["271a6d09-de90-4a9b-9879-ad429533ea29","fc7fedeb-babc-47e9-9dda-6b03959ef057","8b18e543-c243-4867-a211-fad8aec89709","5b271efa-3781-4565-b9d4-2810bdcad3c3","709f01fb-a4b9-4be2-bbaf-5f8cdbb368e7","5e44afa7-2ac6-4751-af6f-17dbd8fea93c","c1eb71a2-9888-49ec-80d5-cf23cb11d045","7e9c2702-9f54-4569-9444-78c9ab60dd19","687c4f8d-5979-42d7-b859-2d163a23e18c","e25cc9ca-b2d0-4132-9f16-1e8204ca107a","503826e5-4268-4dc1-a2a3-5ace824dd590","4bf72313-8704-49ff-843b-b79618d00db3","730d5caa-3dfe-43d1-a03a-17ac773eb012","b24616c0-8546-450c-b937-01632b78e052","3e3d3e71-6a4f-4971-9512-bf63680fffec","f4e9583a-f1ee-4e6f-9804-5bdf55eae4a9","96d4c3e4-c155-41e8-b33d-a92e33c10910","d061b627-c18a-484a-abcf-25071b69699c","8aca5656-f024-4410-b8f3-9a065bfd03fb","bc8052cd-fed0-4638-b537-a9ae9cbe792e","fdffc98c-2af2-4d07-9384-25621c3e9512","1309fa0f-08cf-44f2-a1d1-18772e000b98","9107c37c-40eb-4832-8536-652e9766d617","55695c69-ba11-483e-8f85-bb612c476da1","549da30d-6057-4e33-b498-875fd8f86f6b","b43e9b9a-dc4e-4497-803e-ae98a4fa62da","9d98ba32-ce8b-4696-899f-473f0a0d4b31","dfb03e2a-2629-4573-8632-3b00d4399c57","5dc0f899-8e8a-4b4e-8799-01a149da1abb","d6e040df-721a-4460-b16d-8979f4493cf7","16813236-5e08-42b3-92a1-3dc8ef56c5e0","fac13918-2343-48e8-99e1-9a21565c20e1","739b8a7e-f4a3-418a-a027-f78b07e77a1e","abe0afc0-ba11-4d93-8f5d-e9f36ca0b8a4","68dd693b-4541-478c-9d45-69b212f92d0f","78f417dc-734c-4641-848d-95e295011854","ab6c1201-9beb-4d7f-9118-0ff52583126b","404bd4f7-84f8-43c3-987c-444fd9057f3e","238219c4-1d9f-4252-8786-17a80f280ee9","428f8889-c67c-4347-b2ba-21a2ed9bafdc","ceed3732-60cc-49b3-ba39-4825c2db4330","9f666d8e-25fc-4812-aac4-6ba8ac7b262e","1fd701a4-5895-4ebb-ae26-eea527ac4f0d","2f395c5b-2a97-40b0-96d8-5ae57df7cf32","97d38e5e-8b43-4724-8e83-ebbf24b83320","3279941b-1014-4e2e-b638-f4aef2e36bd5","4bc43712-a1c9-4c75-b132-0382c5bcb477","34c5fbb1-45f6-4c68-bdea-b5f14c1a4cf9"],"benchmarkVersion":"4-ai-meeting-assistants-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Mention coveragepublic prompt brand mention coverage · observed Aug 24, 2026, 12:00 AM UTC12.5 percent100% confidence
Source
Rank.ai AI Meeting Assistants Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"ai-meeting-assistants-2026-07-27","runArtifactIds":["271a6d09-de90-4a9b-9879-ad429533ea29","fc7fedeb-babc-47e9-9dda-6b03959ef057","8b18e543-c243-4867-a211-fad8aec89709","5b271efa-3781-4565-b9d4-2810bdcad3c3","709f01fb-a4b9-4be2-bbaf-5f8cdbb368e7","5e44afa7-2ac6-4751-af6f-17dbd8fea93c","c1eb71a2-9888-49ec-80d5-cf23cb11d045","7e9c2702-9f54-4569-9444-78c9ab60dd19","687c4f8d-5979-42d7-b859-2d163a23e18c","e25cc9ca-b2d0-4132-9f16-1e8204ca107a","503826e5-4268-4dc1-a2a3-5ace824dd590","4bf72313-8704-49ff-843b-b79618d00db3","730d5caa-3dfe-43d1-a03a-17ac773eb012","b24616c0-8546-450c-b937-01632b78e052","3e3d3e71-6a4f-4971-9512-bf63680fffec","f4e9583a-f1ee-4e6f-9804-5bdf55eae4a9","96d4c3e4-c155-41e8-b33d-a92e33c10910","d061b627-c18a-484a-abcf-25071b69699c","8aca5656-f024-4410-b8f3-9a065bfd03fb","bc8052cd-fed0-4638-b537-a9ae9cbe792e","fdffc98c-2af2-4d07-9384-25621c3e9512","1309fa0f-08cf-44f2-a1d1-18772e000b98","9107c37c-40eb-4832-8536-652e9766d617","55695c69-ba11-483e-8f85-bb612c476da1","549da30d-6057-4e33-b498-875fd8f86f6b","b43e9b9a-dc4e-4497-803e-ae98a4fa62da","9d98ba32-ce8b-4696-899f-473f0a0d4b31","dfb03e2a-2629-4573-8632-3b00d4399c57","5dc0f899-8e8a-4b4e-8799-01a149da1abb","d6e040df-721a-4460-b16d-8979f4493cf7","16813236-5e08-42b3-92a1-3dc8ef56c5e0","fac13918-2343-48e8-99e1-9a21565c20e1","739b8a7e-f4a3-418a-a027-f78b07e77a1e","abe0afc0-ba11-4d93-8f5d-e9f36ca0b8a4","68dd693b-4541-478c-9d45-69b212f92d0f","78f417dc-734c-4641-848d-95e295011854","ab6c1201-9beb-4d7f-9118-0ff52583126b","404bd4f7-84f8-43c3-987c-444fd9057f3e","238219c4-1d9f-4252-8786-17a80f280ee9","428f8889-c67c-4347-b2ba-21a2ed9bafdc","ceed3732-60cc-49b3-ba39-4825c2db4330","9f666d8e-25fc-4812-aac4-6ba8ac7b262e","1fd701a4-5895-4ebb-ae26-eea527ac4f0d","2f395c5b-2a97-40b0-96d8-5ae57df7cf32","97d38e5e-8b43-4724-8e83-ebbf24b83320","3279941b-1014-4e2e-b638-f4aef2e36bd5","4bc43712-a1c9-4c75-b132-0382c5bcb477","34c5fbb1-45f6-4c68-bdea-b5f14c1a4cf9"],"benchmarkVersion":"4-ai-meeting-assistants-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Reviewed-brand presence sharepublic prompt brand mention share · observed Aug 24, 2026, 12:00 AM UTC7.5 percent100% confidence
Source
Rank.ai AI Meeting Assistants Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"ai-meeting-assistants-2026-07-27","runArtifactIds":["271a6d09-de90-4a9b-9879-ad429533ea29","fc7fedeb-babc-47e9-9dda-6b03959ef057","8b18e543-c243-4867-a211-fad8aec89709","5b271efa-3781-4565-b9d4-2810bdcad3c3","709f01fb-a4b9-4be2-bbaf-5f8cdbb368e7","5e44afa7-2ac6-4751-af6f-17dbd8fea93c","c1eb71a2-9888-49ec-80d5-cf23cb11d045","7e9c2702-9f54-4569-9444-78c9ab60dd19","687c4f8d-5979-42d7-b859-2d163a23e18c","e25cc9ca-b2d0-4132-9f16-1e8204ca107a","503826e5-4268-4dc1-a2a3-5ace824dd590","4bf72313-8704-49ff-843b-b79618d00db3","730d5caa-3dfe-43d1-a03a-17ac773eb012","b24616c0-8546-450c-b937-01632b78e052","3e3d3e71-6a4f-4971-9512-bf63680fffec","f4e9583a-f1ee-4e6f-9804-5bdf55eae4a9","96d4c3e4-c155-41e8-b33d-a92e33c10910","d061b627-c18a-484a-abcf-25071b69699c","8aca5656-f024-4410-b8f3-9a065bfd03fb","bc8052cd-fed0-4638-b537-a9ae9cbe792e","fdffc98c-2af2-4d07-9384-25621c3e9512","1309fa0f-08cf-44f2-a1d1-18772e000b98","9107c37c-40eb-4832-8536-652e9766d617","55695c69-ba11-483e-8f85-bb612c476da1","549da30d-6057-4e33-b498-875fd8f86f6b","b43e9b9a-dc4e-4497-803e-ae98a4fa62da","9d98ba32-ce8b-4696-899f-473f0a0d4b31","dfb03e2a-2629-4573-8632-3b00d4399c57","5dc0f899-8e8a-4b4e-8799-01a149da1abb","d6e040df-721a-4460-b16d-8979f4493cf7","16813236-5e08-42b3-92a1-3dc8ef56c5e0","fac13918-2343-48e8-99e1-9a21565c20e1","739b8a7e-f4a3-418a-a027-f78b07e77a1e","abe0afc0-ba11-4d93-8f5d-e9f36ca0b8a4","68dd693b-4541-478c-9d45-69b212f92d0f","78f417dc-734c-4641-848d-95e295011854","ab6c1201-9beb-4d7f-9118-0ff52583126b","404bd4f7-84f8-43c3-987c-444fd9057f3e","238219c4-1d9f-4252-8786-17a80f280ee9","428f8889-c67c-4347-b2ba-21a2ed9bafdc","ceed3732-60cc-49b3-ba39-4825c2db4330","9f666d8e-25fc-4812-aac4-6ba8ac7b262e","1fd701a4-5895-4ebb-ae26-eea527ac4f0d","2f395c5b-2a97-40b0-96d8-5ae57df7cf32","97d38e5e-8b43-4724-8e83-ebbf24b83320","3279941b-1014-4e2e-b638-f4aef2e36bd5","4bc43712-a1c9-4c75-b132-0382c5bcb477","34c5fbb1-45f6-4c68-bdea-b5f14c1a4cf9"],"benchmarkVersion":"4-ai-meeting-assistants-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Recommendation-prompt presencepublic prompt brand recommendation presence · observed Aug 24, 2026, 12:00 AM UTC16.667 percent100% confidence
Source
Rank.ai AI Meeting Assistants Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"ai-meeting-assistants-2026-07-27","runArtifactIds":["271a6d09-de90-4a9b-9879-ad429533ea29","fc7fedeb-babc-47e9-9dda-6b03959ef057","8b18e543-c243-4867-a211-fad8aec89709","5b271efa-3781-4565-b9d4-2810bdcad3c3","709f01fb-a4b9-4be2-bbaf-5f8cdbb368e7","5e44afa7-2ac6-4751-af6f-17dbd8fea93c","c1eb71a2-9888-49ec-80d5-cf23cb11d045","7e9c2702-9f54-4569-9444-78c9ab60dd19","687c4f8d-5979-42d7-b859-2d163a23e18c","e25cc9ca-b2d0-4132-9f16-1e8204ca107a","503826e5-4268-4dc1-a2a3-5ace824dd590","4bf72313-8704-49ff-843b-b79618d00db3","730d5caa-3dfe-43d1-a03a-17ac773eb012","b24616c0-8546-450c-b937-01632b78e052","3e3d3e71-6a4f-4971-9512-bf63680fffec","f4e9583a-f1ee-4e6f-9804-5bdf55eae4a9","96d4c3e4-c155-41e8-b33d-a92e33c10910","d061b627-c18a-484a-abcf-25071b69699c","8aca5656-f024-4410-b8f3-9a065bfd03fb","bc8052cd-fed0-4638-b537-a9ae9cbe792e","fdffc98c-2af2-4d07-9384-25621c3e9512","1309fa0f-08cf-44f2-a1d1-18772e000b98","9107c37c-40eb-4832-8536-652e9766d617","55695c69-ba11-483e-8f85-bb612c476da1","549da30d-6057-4e33-b498-875fd8f86f6b","b43e9b9a-dc4e-4497-803e-ae98a4fa62da","9d98ba32-ce8b-4696-899f-473f0a0d4b31","dfb03e2a-2629-4573-8632-3b00d4399c57","5dc0f899-8e8a-4b4e-8799-01a149da1abb","d6e040df-721a-4460-b16d-8979f4493cf7","16813236-5e08-42b3-92a1-3dc8ef56c5e0","fac13918-2343-48e8-99e1-9a21565c20e1","739b8a7e-f4a3-418a-a027-f78b07e77a1e","abe0afc0-ba11-4d93-8f5d-e9f36ca0b8a4","68dd693b-4541-478c-9d45-69b212f92d0f","78f417dc-734c-4641-848d-95e295011854","ab6c1201-9beb-4d7f-9118-0ff52583126b","404bd4f7-84f8-43c3-987c-444fd9057f3e","238219c4-1d9f-4252-8786-17a80f280ee9","428f8889-c67c-4347-b2ba-21a2ed9bafdc","ceed3732-60cc-49b3-ba39-4825c2db4330","9f666d8e-25fc-4812-aac4-6ba8ac7b262e","1fd701a4-5895-4ebb-ae26-eea527ac4f0d","2f395c5b-2a97-40b0-96d8-5ae57df7cf32","97d38e5e-8b43-4724-8e83-ebbf24b83320","3279941b-1014-4e2e-b638-f4aef2e36bd5","4bc43712-a1c9-4c75-b132-0382c5bcb477","34c5fbb1-45f6-4c68-bdea-b5f14c1a4cf9"],"benchmarkVersion":"4-ai-meeting-assistants-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Gemini citation sharepublic prompt gemini brand citation share · observed Aug 24, 2026, 12:00 AM UTC0 percent100% confidence
Source
Rank.ai AI Meeting Assistants Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"ai-meeting-assistants-2026-07-27","runArtifactIds":["271a6d09-de90-4a9b-9879-ad429533ea29","fc7fedeb-babc-47e9-9dda-6b03959ef057","8b18e543-c243-4867-a211-fad8aec89709","5b271efa-3781-4565-b9d4-2810bdcad3c3","709f01fb-a4b9-4be2-bbaf-5f8cdbb368e7","5e44afa7-2ac6-4751-af6f-17dbd8fea93c","c1eb71a2-9888-49ec-80d5-cf23cb11d045","7e9c2702-9f54-4569-9444-78c9ab60dd19","687c4f8d-5979-42d7-b859-2d163a23e18c","e25cc9ca-b2d0-4132-9f16-1e8204ca107a","503826e5-4268-4dc1-a2a3-5ace824dd590","4bf72313-8704-49ff-843b-b79618d00db3","730d5caa-3dfe-43d1-a03a-17ac773eb012","b24616c0-8546-450c-b937-01632b78e052","3e3d3e71-6a4f-4971-9512-bf63680fffec","f4e9583a-f1ee-4e6f-9804-5bdf55eae4a9","96d4c3e4-c155-41e8-b33d-a92e33c10910","d061b627-c18a-484a-abcf-25071b69699c","8aca5656-f024-4410-b8f3-9a065bfd03fb","bc8052cd-fed0-4638-b537-a9ae9cbe792e","fdffc98c-2af2-4d07-9384-25621c3e9512","1309fa0f-08cf-44f2-a1d1-18772e000b98","9107c37c-40eb-4832-8536-652e9766d617","55695c69-ba11-483e-8f85-bb612c476da1","549da30d-6057-4e33-b498-875fd8f86f6b","b43e9b9a-dc4e-4497-803e-ae98a4fa62da","9d98ba32-ce8b-4696-899f-473f0a0d4b31","dfb03e2a-2629-4573-8632-3b00d4399c57","5dc0f899-8e8a-4b4e-8799-01a149da1abb","d6e040df-721a-4460-b16d-8979f4493cf7","16813236-5e08-42b3-92a1-3dc8ef56c5e0","fac13918-2343-48e8-99e1-9a21565c20e1","739b8a7e-f4a3-418a-a027-f78b07e77a1e","abe0afc0-ba11-4d93-8f5d-e9f36ca0b8a4","68dd693b-4541-478c-9d45-69b212f92d0f","78f417dc-734c-4641-848d-95e295011854","ab6c1201-9beb-4d7f-9118-0ff52583126b","404bd4f7-84f8-43c3-987c-444fd9057f3e","238219c4-1d9f-4252-8786-17a80f280ee9","428f8889-c67c-4347-b2ba-21a2ed9bafdc","ceed3732-60cc-49b3-ba39-4825c2db4330","9f666d8e-25fc-4812-aac4-6ba8ac7b262e","1fd701a4-5895-4ebb-ae26-eea527ac4f0d","2f395c5b-2a97-40b0-96d8-5ae57df7cf32","97d38e5e-8b43-4724-8e83-ebbf24b83320","3279941b-1014-4e2e-b638-f4aef2e36bd5","4bc43712-a1c9-4c75-b132-0382c5bcb477","34c5fbb1-45f6-4c68-bdea-b5f14c1a4cf9"],"benchmarkVersion":"4-ai-meeting-assistants-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Gemini mention coveragepublic prompt gemini brand mention coverage · observed Aug 24, 2026, 12:00 AM UTC18.75 percent100% confidence
Source
Rank.ai AI Meeting Assistants Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"ai-meeting-assistants-2026-07-27","runArtifactIds":["271a6d09-de90-4a9b-9879-ad429533ea29","fc7fedeb-babc-47e9-9dda-6b03959ef057","8b18e543-c243-4867-a211-fad8aec89709","5b271efa-3781-4565-b9d4-2810bdcad3c3","709f01fb-a4b9-4be2-bbaf-5f8cdbb368e7","5e44afa7-2ac6-4751-af6f-17dbd8fea93c","c1eb71a2-9888-49ec-80d5-cf23cb11d045","7e9c2702-9f54-4569-9444-78c9ab60dd19","687c4f8d-5979-42d7-b859-2d163a23e18c","e25cc9ca-b2d0-4132-9f16-1e8204ca107a","503826e5-4268-4dc1-a2a3-5ace824dd590","4bf72313-8704-49ff-843b-b79618d00db3","730d5caa-3dfe-43d1-a03a-17ac773eb012","b24616c0-8546-450c-b937-01632b78e052","3e3d3e71-6a4f-4971-9512-bf63680fffec","f4e9583a-f1ee-4e6f-9804-5bdf55eae4a9","96d4c3e4-c155-41e8-b33d-a92e33c10910","d061b627-c18a-484a-abcf-25071b69699c","8aca5656-f024-4410-b8f3-9a065bfd03fb","bc8052cd-fed0-4638-b537-a9ae9cbe792e","fdffc98c-2af2-4d07-9384-25621c3e9512","1309fa0f-08cf-44f2-a1d1-18772e000b98","9107c37c-40eb-4832-8536-652e9766d617","55695c69-ba11-483e-8f85-bb612c476da1","549da30d-6057-4e33-b498-875fd8f86f6b","b43e9b9a-dc4e-4497-803e-ae98a4fa62da","9d98ba32-ce8b-4696-899f-473f0a0d4b31","dfb03e2a-2629-4573-8632-3b00d4399c57","5dc0f899-8e8a-4b4e-8799-01a149da1abb","d6e040df-721a-4460-b16d-8979f4493cf7","16813236-5e08-42b3-92a1-3dc8ef56c5e0","fac13918-2343-48e8-99e1-9a21565c20e1","739b8a7e-f4a3-418a-a027-f78b07e77a1e","abe0afc0-ba11-4d93-8f5d-e9f36ca0b8a4","68dd693b-4541-478c-9d45-69b212f92d0f","78f417dc-734c-4641-848d-95e295011854","ab6c1201-9beb-4d7f-9118-0ff52583126b","404bd4f7-84f8-43c3-987c-444fd9057f3e","238219c4-1d9f-4252-8786-17a80f280ee9","428f8889-c67c-4347-b2ba-21a2ed9bafdc","ceed3732-60cc-49b3-ba39-4825c2db4330","9f666d8e-25fc-4812-aac4-6ba8ac7b262e","1fd701a4-5895-4ebb-ae26-eea527ac4f0d","2f395c5b-2a97-40b0-96d8-5ae57df7cf32","97d38e5e-8b43-4724-8e83-ebbf24b83320","3279941b-1014-4e2e-b638-f4aef2e36bd5","4bc43712-a1c9-4c75-b132-0382c5bcb477","34c5fbb1-45f6-4c68-bdea-b5f14c1a4cf9"],"benchmarkVersion":"4-ai-meeting-assistants-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Gemini recommendation-prompt presencepublic prompt gemini brand recommendation presence · observed Aug 24, 2026, 12:00 AM UTC25 percent100% confidence
Source
Rank.ai AI Meeting Assistants Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Open primary evidence ↗
OpenAI citation sharepublic prompt openai brand citation share · observed Aug 24, 2026, 12:00 AM UTC0 percent100% confidence
Source
Rank.ai AI Meeting Assistants Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Open primary evidence ↗
OpenAI mention coveragepublic prompt openai brand mention coverage · observed Aug 24, 2026, 12:00 AM UTC18.75 percent100% confidence
Source
Rank.ai AI Meeting Assistants Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Open primary evidence ↗
OpenAI recommendation-prompt presencepublic prompt openai brand recommendation presence · observed Aug 24, 2026, 12:00 AM UTC25 percent100% confidence
Source
Rank.ai AI Meeting Assistants Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Open primary evidence ↗

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Plain textAI Meeting Assistants Engine Breadth. Rank.ai, data as of August 24, 2026. https://www.rank.ai/rankings/ai-meeting-assistants/ai-meeting-assistants-brand-engine-breadth
HTML<a href="https://www.rank.ai/rankings/ai-meeting-assistants/ai-meeting-assistants-brand-engine-breadth">AI Meeting Assistants Engine Breadth</a> — Rank.ai, data as of August 24, 2026
Markdown[AI Meeting Assistants Engine Breadth](https://www.rank.ai/rankings/ai-meeting-assistants/ai-meeting-assistants-brand-engine-breadth) — Rank.ai, data as of August 24, 2026
APARank.ai. (2026). AI Meeting Assistants Engine Breadth. Retrieved September 11, 2026, from https://www.rank.ai/rankings/ai-meeting-assistants/ai-meeting-assistants-brand-engine-breadth

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<iframe src="https://www.rank.ai/embed/boards/ai-meeting-assistants-brand-engine-breadth" title="AI Meeting Assistants Engine Breadth" width="100%" height="420" loading="lazy" style="border:1px solid #111;max-width:720px"></iframe>
<p style="font-size:12px">Source: <a href="https://www.rank.ai/rankings/ai-meeting-assistants/ai-meeting-assistants-brand-engine-breadth">AI Meeting Assistants Engine Breadth</a> by Rank.ai</p>

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