Sales-intelligence engine disagreement

As of

All 16 prompts by cross engine brand disagreement

Which sales tools are best for relationship intelligence, warm paths, job-change signals, account research, and seller workflows? leads at 96.3%; the middle of the board sits at 76.6%.

Ahead of second place: 3.7%
Held by the top three: 31%
Middle of the board: 76.6%
Below half the leader: 5 of 16

Rank, name and cross engine brand disagreementMiddle 76.6%

1Which sales tools are best for relationship intelligence, warm paths, job-change signals, account research, and seller workflows?96.3%
2Create a shortlist of sales intelligence vendors for a global revenue team consolidating contact data, intent, enrichment, and research.92.6%
3Compare sales intelligence platforms on coverage, accuracy, freshness, intent, workflows, integrations, compliance, APIs, and support.88.9%
4Which sales intelligence platforms best support a global enterprise with governance, territories, CRM administration, APIs, and usage controls?83.3%
5Which sales intelligence vendors are strongest for European prospecting with appropriate data provenance, privacy, and compliance controls?83.3%
6Which sales intelligence platforms are best for finding, researching, enriching, and prioritizing B2B accounts and contacts?81.0%
7Recommend a data enrichment platform that can combine multiple providers, waterfall lookups, AI research, scoring, and CRM workflows.80.6%
8Recommend a sales intelligence platform for account intent, website activity, buying-stage signals, prioritization, and CRM activation.77.8%
9What sales intelligence tool should a startup evaluate for useful coverage, fast setup, transparent cost, sequencing, and low administration?75.5%
10Recommend a B2B data provider with broad company and contact coverage, verified email and phone data, and measurable freshness.72.2%
11How should a buyer compare sales intelligence pricing across seats, credits, exports, enrichments, intent signals, APIs, and premium data?66.7%
12Compare how sales intelligence vendors source, score, timestamp, explain, and validate account and person-level buying intent.0.0%
13Create a blind proof-of-concept scorecard for measuring contact coverage, deliverability, phone accuracy, freshness, match rate, and bias.0.0%
14Which criteria expose data portability, contract, credit, and workflow lock-in risk when choosing a sales intelligence platform?0.0%
15Compare sales data vendors on provenance, lawful basis, consent, suppression, deletion, residency, auditability, and regional restrictions.0.0%
16When should a company consolidate prospect data, enrichment, intent, account research, scoring, and sequencing on one revenue platform?0.0%

Rank changes since Aug 18

Snapshots of Aug 18 and Sep 26

Recommend a data enrichment platform that can combine multiple providers, waterfall lookups, AI research, scoring, and CRM workflows.#14 → #7▲7
Compare how sales intelligence vendors source, score, timestamp, explain, and validate account and person-level buying intent.#7 → #12▼5
When should a company consolidate prospect data, enrichment, intent, account research, scoring, and sequencing on one revenue platform?#11 → #16▼5
What sales intelligence tool should a startup evaluate for useful coverage, fast setup, transparent cost, sequencing, and low administration?#4 → #9▼5
Recommend a sales intelligence platform for account intent, website activity, buying-stage signals, prioritization, and CRM activation.#3 → #8▼5
Which sales intelligence platforms best support a global enterprise with governance, territories, CRM administration, APIs, and usage controls?#8 → #4▲4

Follow this board's changes (RSS)

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.

leading brand consensus: 66.666667 on 9 of 16 rows · leading brand owned citation gap: 0 on 8 of 16 rows · 3 checks behind each row.

Sales intelligence engine disagreement by prompt current rankings
Rank	Name	Cross engine brand disagreement	Presence events	Citation URLS	Distinct reviewed brands	Change	Why
01	Which sales tools are best for relationship intelligence, warm paths, job-change signals, account research, and seller workflows?	96.3%	10	16	9		This rank Run it
02	Create a shortlist of sales intelligence vendors for a global revenue team consolidating contact data, intent, enrichment, and research.	92.6%	11	16	9		This rank Run it
03	Compare sales intelligence platforms on coverage, accuracy, freshness, intent, workflows, integrations, compliance, APIs, and support.	88.9%	8	9	6	2	This rank Run it
04	Which sales intelligence platforms best support a global enterprise with governance, territories, CRM administration, APIs, and usage controls?	83.3%	9	13	6	4	This rank Run it
05	Which sales intelligence vendors are strongest for European prospecting with appropriate data provenance, privacy, and compliance controls?	83.3%	6	9	4	4	This rank Run it
06	Which sales intelligence platforms are best for finding, researching, enriching, and prioritizing B2B accounts and contacts?	81.0%	11	14	7	4	This rank Run it
07	Recommend a data enrichment platform that can combine multiple providers, waterfall lookups, AI research, scoring, and CRM workflows.	80.6%	9	13	6	7	This rank Run it
08	Recommend a sales intelligence platform for account intent, website activity, buying-stage signals, prioritization, and CRM activation.	77.8%	5	12	3	5	Showing Run it
09	What sales intelligence tool should a startup evaluate for useful coverage, fast setup, transparent cost, sequencing, and low administration?	75.5%	10	9	7	5	This rank Run it
10	Recommend a B2B data provider with broad company and contact coverage, verified email and phone data, and measurable freshness.	72.2%	11	13	6	4	This rank Run it
11	How should a buyer compare sales intelligence pricing across seats, credits, exports, enrichments, intent signals, APIs, and premium data?	66.7%	1	11	1	2	This rank Run it
12	Compare how sales intelligence vendors source, score, timestamp, explain, and validate account and person-level buying intent.	0.0%	3	15	1	5	This rank Run it
13	Create a blind proof-of-concept scorecard for measuring contact coverage, deliverability, phone accuracy, freshness, match rate, and bias.	0.0%	0	0	0	2	This rank Run it
14	Which criteria expose data portability, contract, credit, and workflow lock-in risk when choosing a sales intelligence platform?	0.0%	0	7	0	2	This rank Run it
15	Compare sales data vendors on provenance, lawful basis, consent, suppression, deletion, residency, auditability, and regional restrictions.	0.0%	0	14	0	1	This rank Run it
16	When should a company consolidate prospect data, enrichment, intent, account research, scoring, and sequencing on one revenue platform?	0.0%	0	16	0	5	This rank Run it

leading brand consensus: 66.666667 on 9 of 16 rows · leading brand owned citation gap: 0 on 8 of 16 rows · 3 checks behind each row.

Sales intelligence engine disagreement by prompt current rankings
Rank	Name	Cross engine brand disagreement	Presence events	Citation URLS	Distinct reviewed brands	Change	Why
01	Which sales tools are best for relationship intelligence, warm paths, job-change signals, account research, and seller workflows?	96.3%	10	16	9		This rank Run it
02	Create a shortlist of sales intelligence vendors for a global revenue team consolidating contact data, intent, enrichment, and research.	92.6%	11	16	9		This rank Run it
03	Compare sales intelligence platforms on coverage, accuracy, freshness, intent, workflows, integrations, compliance, APIs, and support.	88.9%	8	9	6	2	This rank Run it
04	Which sales intelligence platforms best support a global enterprise with governance, territories, CRM administration, APIs, and usage controls?	83.3%	9	13	6	4	This rank Run it
05	Which sales intelligence vendors are strongest for European prospecting with appropriate data provenance, privacy, and compliance controls?	83.3%	6	9	4	4	This rank Run it
06	Which sales intelligence platforms are best for finding, researching, enriching, and prioritizing B2B accounts and contacts?	81.0%	11	14	7	4	This rank Run it
07	Recommend a data enrichment platform that can combine multiple providers, waterfall lookups, AI research, scoring, and CRM workflows.	80.6%	9	13	6	7	This rank Run it
08	Recommend a sales intelligence platform for account intent, website activity, buying-stage signals, prioritization, and CRM activation.	77.8%	5	12	3	5	Showing Run it
09	What sales intelligence tool should a startup evaluate for useful coverage, fast setup, transparent cost, sequencing, and low administration?	75.5%	10	9	7	5	This rank Run it
10	Recommend a B2B data provider with broad company and contact coverage, verified email and phone data, and measurable freshness.	72.2%	11	13	6	4	This rank Run it
11	How should a buyer compare sales intelligence pricing across seats, credits, exports, enrichments, intent signals, APIs, and premium data?	66.7%	1	11	1	2	This rank Run it
12	Compare how sales intelligence vendors source, score, timestamp, explain, and validate account and person-level buying intent.	0.0%	3	15	1	5	This rank Run it
13	Create a blind proof-of-concept scorecard for measuring contact coverage, deliverability, phone accuracy, freshness, match rate, and bias.	0.0%	0	0	0	2	This rank Run it
14	Which criteria expose data portability, contract, credit, and workflow lock-in risk when choosing a sales intelligence platform?	0.0%	0	7	0	2	This rank Run it
15	Compare sales data vendors on provenance, lawful basis, consent, suppression, deletion, residency, auditability, and regional restrictions.	0.0%	0	14	0	1	This rank Run it
16	When should a company consolidate prospect data, enrichment, intent, account research, scoring, and sequencing on one revenue platform?	0.0%	0	16	0	5	This rank Run it

Primary brandQuestion typeModel APIQuestion contains

Run a question live

50.0%

of these answers name or cite ZoomInfo

24 of 48 answers

42.1%

Its share of the compared brands' appearances

15

Answers citing its own site

16 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
ZoomInfozoominfo.com	50.0%24 of 48	Primary	42.1%	41	15	16	3 of 3
Apollo.ioapollo.io	35.4%17 of 48	-14.6 pts	29.8%	26	4	4	3 of 3
Cognismcognism.com	25.0%12 of 48	-25.0 pts	21.1%	16	0	0	2 of 3
LinkedIn Sales Navigatorlinkedin.com	8.3%4 of 48	-41.7 pts	7.0%	6	1	1	2 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
01Which sales intelligence platforms are best for finding, researching, enriching, and prioritizing B2B accounts and contacts?Recommendation	ZoomInfo, cited 1Apollo.ioCognism 6 sources`aa279217`	None named 0 sources`812f37aa`	ZoomInfoApollo.ioCognism 9 sources`8f0bd0b6`
02Recommend a B2B data provider with broad company and contact coverage, verified email and phone data, and measurable freshness.Recommendation	ZoomInfoApollo.ioCognism 9 sources`1dbe3fba`	None named 0 sources`0277bd8f`	ZoomInfoApollo.io, cited 1Cognism 7 sources`1e968806`
03Which sales intelligence vendors are strongest for European prospecting with appropriate data provenance, privacy, and compliance controls?Recommendation	ZoomInfoApollo.ioCognism 3 sources`bf6a36d3`	None named 0 sources`4700730e`	ZoomInfo, cited 1 7 sources`5b8d4e52`
04Recommend a sales intelligence platform for account intent, website activity, buying-stage signals, prioritization, and CRM activation.Recommendation	ZoomInfo 6 sources`e6dd3b1f`	None named 0 sources`e7268628`	ZoomInfo, cited 1 6 sources`76aac321`
05Which sales tools are best for relationship intelligence, warm paths, job-change signals, account research, and seller workflows?Recommendation	ZoomInfo, cited 2LinkedIn Sales Navigator, cited 1 6 sources`448e605c`	None named 0 sources`5b0eddcc`	ZoomInfoApollo.ioCognism 10 sources`6225c064`
06Recommend a data enrichment platform that can combine multiple providers, waterfall lookups, AI research, scoring, and CRM workflows.Recommendation	ZoomInfo, cited 1Apollo.io 7 sources`d60a576b`	None named 0 sources`306d09d6`	ZoomInfoApollo.ioCognism 9 sources`959724e2`
07Which sales intelligence platforms best support a global enterprise with governance, territories, CRM administration, APIs, and usage controls?Recommendation	ZoomInfo, cited 1Apollo.ioLinkedIn Sales NavigatorCognism 6 sources`50448806`	None named 0 sources`8ed9db84`	ZoomInfo, cited 1Apollo.ioCognism 7 sources`c86bac51`
08What sales intelligence tool should a startup evaluate for useful coverage, fast setup, transparent cost, sequencing, and low administration?Recommendation	ZoomInfoApollo.ioCognism 0 sources`5779940f`	Apollo.io 0 sources`1a47f274`	ZoomInfo, cited 1Apollo.ioLinkedIn Sales Navigator 9 sources`1b289f80`
09Compare sales intelligence platforms on coverage, accuracy, freshness, intent, workflows, integrations, compliance, APIs, and support.Commercial comparison	ZoomInfo, cited 1Apollo.ioLinkedIn Sales Navigator 5 sources`cf1cf78b`	None named 0 sources`efb96883`	ZoomInfo, cited 1Apollo.io, cited 1Cognism 7 sources`ff629be3`
10How should a buyer compare sales intelligence pricing across seats, credits, exports, enrichments, intent signals, APIs, and premium data?Commercial comparison	None named 6 sources`dda18cfd`	None named 0 sources`c20ccb76`	ZoomInfo, cited 1 6 sources`dc9dafac`
11Create a blind proof-of-concept scorecard for measuring contact coverage, deliverability, phone accuracy, freshness, match rate, and bias.Commercial comparison	None named 0 sources`999787ef`	None named 0 sources`781afed8`	None named 0 sources`34544234`
12Compare how sales intelligence vendors source, score, timestamp, explain, and validate account and person-level buying intent.Commercial comparison	ZoomInfo, cited 1 10 sources`9e48d89c`	ZoomInfo 0 sources`96ba1b03`	ZoomInfo, cited 1 7 sources`941b770e`
13Which criteria expose data portability, contract, credit, and workflow lock-in risk when choosing a sales intelligence platform?Commercial comparison	None named 3 sources`0256c991`	None named 0 sources`c852c1f3`	None named 4 sources`1e6cd04e`
14Compare sales data vendors on provenance, lawful basis, consent, suppression, deletion, residency, auditability, and regional restrictions.Commercial comparison	None named 8 sources`d5f9d200`	None named 0 sources`d5f99540`	None named 8 sources`cefe6a3f`
15Create a shortlist of sales intelligence vendors for a global revenue team consolidating contact data, intent, enrichment, and research.Commercial comparison	ZoomInfo, cited 1Apollo.io, cited 1 9 sources`18515bfc`	None named 0 sources`741d6d02`	ZoomInfo, cited 1Apollo.io, cited 1Cognism 8 sources`35ed59b0`
16When should a company consolidate prospect data, enrichment, intent, account research, scoring, and sequencing on one revenue platform?Commercial comparison	None named 6 sources`d989123f`	None named 0 sources`7ffe70dc`	None named 10 sources`1b176f77`

Sites cited in the filtered answers
Site	Answers citing it	Distinct pages	Model APIs	Best position
pipeline.zoominfo.com	15	9	2	1
amplemarket.com	12	5	2	1
salesmotion.io	7	5	2	1
autobound.ai	7	1	2	1
alpharun.com	6	1	2	2
demandbase.com	5	7	2	1
marketsandmarkets.com	5	4	2	2
salesgenie.com	5	2	2	3
rank.ai	4	4	2	1
apollo.io	4	3	2	2
hginsights.com	4	2	2	2
monday.com	4	2	1	2
avoma.com	4	1	2	3
g2.com	3	4	2	1
clay.com	3	3	1	5
teradata.com	3	2	2	1
unifygtm.com	3	2	2	3
reddit.com	3	2	2	4
oppora.ai	3	2	2	7
salesintel.io	2	2	1	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.sales-intelligence-platforms-2026-07-27 / 4-sales-intelligence-platforms-2026-07-27-models-64232fd32583

Primary brandQuestion typeModel APIQuestion contains

Run a question live

50.0%

of these answers name or cite ZoomInfo

24 of 48 answers

42.1%

Its share of the compared brands' appearances

15

Answers citing its own site

16 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
ZoomInfozoominfo.com	50.0%24 of 48	Primary	42.1%	41	15	16	3 of 3
Apollo.ioapollo.io	35.4%17 of 48	-14.6 pts	29.8%	26	4	4	3 of 3
Cognismcognism.com	25.0%12 of 48	-25.0 pts	21.1%	16	0	0	2 of 3
LinkedIn Sales Navigatorlinkedin.com	8.3%4 of 48	-41.7 pts	7.0%	6	1	1	2 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
01Which sales intelligence platforms are best for finding, researching, enriching, and prioritizing B2B accounts and contacts?Recommendation	ZoomInfo, cited 1Apollo.ioCognism 6 sources`aa279217`	None named 0 sources`812f37aa`	ZoomInfoApollo.ioCognism 9 sources`8f0bd0b6`
02Recommend a B2B data provider with broad company and contact coverage, verified email and phone data, and measurable freshness.Recommendation	ZoomInfoApollo.ioCognism 9 sources`1dbe3fba`	None named 0 sources`0277bd8f`	ZoomInfoApollo.io, cited 1Cognism 7 sources`1e968806`
03Which sales intelligence vendors are strongest for European prospecting with appropriate data provenance, privacy, and compliance controls?Recommendation	ZoomInfoApollo.ioCognism 3 sources`bf6a36d3`	None named 0 sources`4700730e`	ZoomInfo, cited 1 7 sources`5b8d4e52`
04Recommend a sales intelligence platform for account intent, website activity, buying-stage signals, prioritization, and CRM activation.Recommendation	ZoomInfo 6 sources`e6dd3b1f`	None named 0 sources`e7268628`	ZoomInfo, cited 1 6 sources`76aac321`
05Which sales tools are best for relationship intelligence, warm paths, job-change signals, account research, and seller workflows?Recommendation	ZoomInfo, cited 2LinkedIn Sales Navigator, cited 1 6 sources`448e605c`	None named 0 sources`5b0eddcc`	ZoomInfoApollo.ioCognism 10 sources`6225c064`
06Recommend a data enrichment platform that can combine multiple providers, waterfall lookups, AI research, scoring, and CRM workflows.Recommendation	ZoomInfo, cited 1Apollo.io 7 sources`d60a576b`	None named 0 sources`306d09d6`	ZoomInfoApollo.ioCognism 9 sources`959724e2`
07Which sales intelligence platforms best support a global enterprise with governance, territories, CRM administration, APIs, and usage controls?Recommendation	ZoomInfo, cited 1Apollo.ioLinkedIn Sales NavigatorCognism 6 sources`50448806`	None named 0 sources`8ed9db84`	ZoomInfo, cited 1Apollo.ioCognism 7 sources`c86bac51`
08What sales intelligence tool should a startup evaluate for useful coverage, fast setup, transparent cost, sequencing, and low administration?Recommendation	ZoomInfoApollo.ioCognism 0 sources`5779940f`	Apollo.io 0 sources`1a47f274`	ZoomInfo, cited 1Apollo.ioLinkedIn Sales Navigator 9 sources`1b289f80`
09Compare sales intelligence platforms on coverage, accuracy, freshness, intent, workflows, integrations, compliance, APIs, and support.Commercial comparison	ZoomInfo, cited 1Apollo.ioLinkedIn Sales Navigator 5 sources`cf1cf78b`	None named 0 sources`efb96883`	ZoomInfo, cited 1Apollo.io, cited 1Cognism 7 sources`ff629be3`
10How should a buyer compare sales intelligence pricing across seats, credits, exports, enrichments, intent signals, APIs, and premium data?Commercial comparison	None named 6 sources`dda18cfd`	None named 0 sources`c20ccb76`	ZoomInfo, cited 1 6 sources`dc9dafac`
11Create a blind proof-of-concept scorecard for measuring contact coverage, deliverability, phone accuracy, freshness, match rate, and bias.Commercial comparison	None named 0 sources`999787ef`	None named 0 sources`781afed8`	None named 0 sources`34544234`
12Compare how sales intelligence vendors source, score, timestamp, explain, and validate account and person-level buying intent.Commercial comparison	ZoomInfo, cited 1 10 sources`9e48d89c`	ZoomInfo 0 sources`96ba1b03`	ZoomInfo, cited 1 7 sources`941b770e`
13Which criteria expose data portability, contract, credit, and workflow lock-in risk when choosing a sales intelligence platform?Commercial comparison	None named 3 sources`0256c991`	None named 0 sources`c852c1f3`	None named 4 sources`1e6cd04e`
14Compare sales data vendors on provenance, lawful basis, consent, suppression, deletion, residency, auditability, and regional restrictions.Commercial comparison	None named 8 sources`d5f9d200`	None named 0 sources`d5f99540`	None named 8 sources`cefe6a3f`
15Create a shortlist of sales intelligence vendors for a global revenue team consolidating contact data, intent, enrichment, and research.Commercial comparison	ZoomInfo, cited 1Apollo.io, cited 1 9 sources`18515bfc`	None named 0 sources`741d6d02`	ZoomInfo, cited 1Apollo.io, cited 1Cognism 8 sources`35ed59b0`
16When should a company consolidate prospect data, enrichment, intent, account research, scoring, and sequencing on one revenue platform?Commercial comparison	None named 6 sources`d989123f`	None named 0 sources`7ffe70dc`	None named 10 sources`1b176f77`

Sites cited in the filtered answers
Site	Answers citing it	Distinct pages	Model APIs	Best position
pipeline.zoominfo.com	15	9	2	1
amplemarket.com	12	5	2	1
salesmotion.io	7	5	2	1
autobound.ai	7	1	2	1
alpharun.com	6	1	2	2
demandbase.com	5	7	2	1
marketsandmarkets.com	5	4	2	2
salesgenie.com	5	2	2	3
rank.ai	4	4	2	1
apollo.io	4	3	2	2
hginsights.com	4	2	2	2
monday.com	4	2	1	2
avoma.com	4	1	2	3
g2.com	3	4	2	1
clay.com	3	3	1	5
teradata.com	3	2	2	1
unifygtm.com	3	2	2	3
reddit.com	3	2	2	4
oppora.ai	3	2	2	7
salesintel.io	2	2	1	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.sales-intelligence-platforms-2026-07-27 / 4-sales-intelligence-platforms-2026-07-27-models-64232fd32583

Derives prompt-level brand leaders, cross-engine brand-set disagreement, and leading-brand owned-citation opportunity from the complete public Rank.ai benchmark cohort.

8

Rank on this board

77.778 percent

Score

3

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 Recommend a sales intelligence platform for account intent, website activity, buying-stage signals, prioritization, and CRM activation.'s score
Component	Value	Contribution
Engine disagreement	77.777778	77.778

Moved down since the previous snapshot

-5 places

Engine disagreement88.889 to 77.778
-11.111
Presence events8 to 5
-3
Citation URLS15 to 12
-3
Distinct reviewed brands6 to 3
-3
Leading brand consensus66.667 to 66.667
0
Leading brand owned citation coverage33.333 to 33.333
0
Leading brand owned citation gap33.333 to 33.333
0

Where each number comes from

7 public records

Reviewed-brand presence eventsPresence events · observed Sep 26, 2026, 12:00 AM UTC5 presence_events100% confidence
Source
Rank.ai Sales Intelligence Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"sales-intelligence-buyer-intent","corpusVersion":"sales-intelligence-platforms-2026-07-27","runArtifactIds":["c9ff49e2-0fc3-47af-87d1-259914a274fd","a3191ab3-3fee-48bd-b347-58ffc54af652","e56bca98-6ceb-4d2b-90d6-06d1129eae83"],"parentSnapshotId":"fd60f639-e154-49dc-ba04-4c53ab59f80c","providerMatrixVersion":"64232fd32583"}
Open the source
Distinct citation URLsCitation URLS · observed Sep 26, 2026, 12:00 AM UTC12 urls100% confidence
Source
Rank.ai Sales Intelligence Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"sales-intelligence-buyer-intent","corpusVersion":"sales-intelligence-platforms-2026-07-27","runArtifactIds":["c9ff49e2-0fc3-47af-87d1-259914a274fd","a3191ab3-3fee-48bd-b347-58ffc54af652","e56bca98-6ceb-4d2b-90d6-06d1129eae83"],"parentSnapshotId":"fd60f639-e154-49dc-ba04-4c53ab59f80c","providerMatrixVersion":"64232fd32583"}
Open the source
Distinct reviewed brands surfacedDistinct reviewed brands · observed Sep 26, 2026, 12:00 AM UTC3 brands100% confidence
Source
Rank.ai Sales Intelligence Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"sales-intelligence-buyer-intent","corpusVersion":"sales-intelligence-platforms-2026-07-27","runArtifactIds":["c9ff49e2-0fc3-47af-87d1-259914a274fd","a3191ab3-3fee-48bd-b347-58ffc54af652","e56bca98-6ceb-4d2b-90d6-06d1129eae83"],"parentSnapshotId":"fd60f639-e154-49dc-ba04-4c53ab59f80c","providerMatrixVersion":"64232fd32583"}
Open the source
Cross-engine brand disagreementEngine disagreement · observed Sep 26, 2026, 12:00 AM UTC77.778 percent100% confidence
Source
Rank.ai Sales Intelligence Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"sales-intelligence-buyer-intent","corpusVersion":"sales-intelligence-platforms-2026-07-27","runArtifactIds":["c9ff49e2-0fc3-47af-87d1-259914a274fd","a3191ab3-3fee-48bd-b347-58ffc54af652","e56bca98-6ceb-4d2b-90d6-06d1129eae83"],"parentSnapshotId":"fd60f639-e154-49dc-ba04-4c53ab59f80c","providerMatrixVersion":"64232fd32583"}
Open the source
Leading-brand engine consensusLeading brand consensus · observed Sep 26, 2026, 12:00 AM UTC66.667 percent100% confidence
Source
Rank.ai Sales Intelligence Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"sales-intelligence-buyer-intent","corpusVersion":"sales-intelligence-platforms-2026-07-27","runArtifactIds":["c9ff49e2-0fc3-47af-87d1-259914a274fd","a3191ab3-3fee-48bd-b347-58ffc54af652","e56bca98-6ceb-4d2b-90d6-06d1129eae83"],"parentSnapshotId":"fd60f639-e154-49dc-ba04-4c53ab59f80c","providerMatrixVersion":"64232fd32583"}
Open the source
Leading-brand owned-citation coverageLeading brand owned citation coverage · observed Sep 26, 2026, 12:00 AM UTC33.333 percent100% confidence
Source
Rank.ai Sales Intelligence Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"sales-intelligence-buyer-intent","corpusVersion":"sales-intelligence-platforms-2026-07-27","runArtifactIds":["c9ff49e2-0fc3-47af-87d1-259914a274fd","a3191ab3-3fee-48bd-b347-58ffc54af652","e56bca98-6ceb-4d2b-90d6-06d1129eae83"],"parentSnapshotId":"fd60f639-e154-49dc-ba04-4c53ab59f80c","providerMatrixVersion":"64232fd32583"}
Open the source
Leading-brand owned-citation opportunityLeading brand owned citation gap · observed Sep 26, 2026, 12:00 AM UTC33.333 percentage_points100% confidence
Source
Rank.ai Sales Intelligence Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"sales-intelligence-buyer-intent","corpusVersion":"sales-intelligence-platforms-2026-07-27","runArtifactIds":["c9ff49e2-0fc3-47af-87d1-259914a274fd","a3191ab3-3fee-48bd-b347-58ffc54af652","e56bca98-6ceb-4d2b-90d6-06d1129eae83"],"parentSnapshotId":"fd60f639-e154-49dc-ba04-4c53ab59f80c","providerMatrixVersion":"64232fd32583"}
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Plain textSales intelligence engine disagreement by prompt. Rank.ai, data as of September 26, 2026. https://www.rank.ai/rankings/sales-intelligence/sales-intelligence-platforms-prompt-engine-disagreement
HTML<a href="https://www.rank.ai/rankings/sales-intelligence/sales-intelligence-platforms-prompt-engine-disagreement">Sales intelligence engine disagreement by prompt</a>, Rank.ai, data as of September 26, 2026
Markdown[Sales intelligence engine disagreement by prompt](https://www.rank.ai/rankings/sales-intelligence/sales-intelligence-platforms-prompt-engine-disagreement), Rank.ai, data as of September 26, 2026
APARank.ai. (2026). Sales intelligence engine disagreement by prompt. Retrieved October 24, 2026, from https://www.rank.ai/rankings/sales-intelligence/sales-intelligence-platforms-prompt-engine-disagreement

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<p style="font-size:12px">Source: <a href="https://www.rank.ai/rankings/sales-intelligence/sales-intelligence-platforms-prompt-engine-disagreement">Sales intelligence engine disagreement by prompt</a> by Rank.ai</p>

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3 boards

Sales intelligence platform rank

Reviewed revenue-data platforms ranked by how often answers to the category's recommendation questions name or cite them, across three model APIs.

1ZoomInfo66.7%
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Sales intelligence presence

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

1ZoomInfo50%
2Apollo.io35.4%
3Cognism25%

Sales intelligence citation share

Reviewed vendors ranked by their share of the citations that point to vendor websites.

1ZoomInfo40%
2Demandbase120%
3Apollo.io110%

Sales intelligence platform rank

Reviewed revenue-data platforms ranked by how often answers to the category's recommendation questions name or cite them, across three model APIs.

Sales intelligence presence

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

Sales intelligence citation share

Reviewed vendors ranked by their share of the citations that point to vendor websites.

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.

Sales intelligence engine disagreement by prompt

All 16 prompts by cross engine brand disagreement

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

Recommend a sales intelligence platform for account intent, website activity, buying-stage signals, prioritization, and CRM activation. on Sales Intelligence Engine Disagreement by Prompt

What the score is built from

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Where each number comes from

More in Sales intelligence

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