Subcategory · AI Citation Index

Sales Intelligence

The sales intelligence category shows strong vendor consolidation around data providers that combine contact databases with intent signals and enrichment capabilities. ZoomInfo's 75% shortlist rate and Apollo's 69% rate—both achieving maximum model diversity—indicate these platforms have become default considerations across varied sales contexts. The presence of account-based platforms like Demandbase (56%) alongside pure-play contact databases suggests buyers increasingly seek integrated solutions that bridge prospecting, enrichment, and account intelligence rather than point solutions.

155 discovery queries · 327 head-to-heads · refreshed Jun 1, 2026

Discovery stage

The shortlist

Across 155 buyer-style "Sales Intelligence" queries

0%23%46%69%92%Coverage — share of discovery prompts where the brand surfaces42%55%68%81%94%Engine diversity

Hover or click a logo to see brand details

X = coverage across discovery prompts · Y = engine diversity · Bubble size = total mentions
Tracked acrossChatGPT,Gemini,Claude

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Signal by intent

By topic

Top 5 most-cited brands per intent cluster. Brands with zero citations in a topic are not shown.

1Zoominfo
6/6
2Apollo.io
6/6
3Demandbase
6/6
4Lusha
6/6
5Apollo
6/6
1Apollo.io
6/6
2Zoominfo
6/6
3Clay
5/6
4Lusha
5/6
5Cognism
5/6
1Zoominfo
6/6
2Apollo.io
6/6
3HubSpot
5/6
4GovSpend
4/6
5Demandbase
4/6
1Apollo.io
5/5
2Zoominfo
5/5
3Demandbase
5/5
4Lusha
4/5
5Clay
3/5
1Zoominfo
4/4
2Apollo.io
4/4
3Lusha
3/4
4Apollo
3/4
5Demandbase
2/4
1Zoominfo
4/4
2Demandbase
4/4
3Apollo.io
3/4
4Apollo
3/4
5Reply
3/4
1Zoominfo
4/4
2GovSpend
2/4
3Apollo.io
2/4
4Apollo
2/4
5Comprehensive
2/4
1Zoominfo
4/4
2Apollo.io
4/4
3Apollo
4/4
4Demandbase
3/4
5Lusha
3/4
≥50% cited
25–49%
<25%
Topics are discovery-stage prompt clusters · sales-intelligence

Evaluation stage

Head-to-head

How often AI cites each brand across uniform category evaluation prompts · median 18/100

0255075100Evaluation citation rate — % of category evaluation prompts citing this brand08162432Evaluation prompts cited inmedian citation ratemedian exposure

Hover or click a logo to see brand details

X = evaluation citation rate · Y = evaluation prompts cited in · Bubble size = citation exposure
Median citation rate 18/100

Each brand's score is the share of category evaluation prompts where AI cited them across all four engines — the same prompt pool for every brand. Brands above the median citation rate have stronger presence in evaluation-stage queries.

Citation sources

Where AI pulls citations from

720 citations captured across Sales Intelligence prompt runs.

Vendor pages

352

Product, help, and marketing pages from tracked vendors

Independent sources

128

Reviews, encyclopedias, forums, press — not vendor-owned

Buyer questions

What AI cites for top Sales Intelligence questions

Most-cited prompts across the buyer journey. Click any prompt to see the actual URLs AI engines link to.

Discovery

Buyers exploring the category

Evaluation

Buyers comparing options

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