Subcategory · AI Citation Index
AI Sales Assistant
Salesforce and HubSpot tie at 78 unCited score, both appearing in 65% of shortlists; Gong, Salesloft, and Outreach cluster near 60%.
88 discovery queries · 307 head-to-heads · refreshed Aug 19, 2026
Discovery stage
The shortlist
Across 88 buyer-style "AI Sales Assistant" queries
Salesforce and HubSpot each appear in 57 of 88 prompts (64.8% shortlist rate), with near-identical mention counts (189 vs 178) and perfect model diversity (4/4). Gong follows at 61.4%, while Outreach and Salesloft hold the 58-59% tier. Clari reaches 52% shortlist rate but lacks an unCited score, signaling incomplete benchmark coverage.
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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.
Evaluation stage
Head-to-head
How often AI cites each brand across uniform category evaluation prompts · median 11/100
HubSpot, Outreach, Gong, and Salesloft tie at 51 average evaluation score across 32 head-to-head comparisons each. Salesforce Einstein lags at 48 despite the parent brand's shortlist dominance. The category median sits at 11, meaning top performers score 4–5× the field average.
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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.
Trends
Over the last 12 months
Average scores swung from 68 in March 2026 to 44 in June, though sample sizes remain small (5–17 per month). Powerusers AI posted a +9 delta as the sole rising brand. No falling brand recorded.
Brands to know
In this category
HubSpot
Ties Salesforce at 78 unCited score and 64.8% shortlist rate. Appears 57 times across 88 prompts with 178 total mentions, matching Salesforce's model diversity.
Read brand profile →Salesforce
Shares the top score (78) and shortlist rate (64.8%) with HubSpot. Einstein SKU scores lower (48) in evaluations, suggesting the parent brand's citation strength exceeds its specialized AI offering.
Read brand profile →Gong
61.4% shortlist rate, 170 mentions, and a 63 unCited score. Ties with HubSpot, Outreach, and Salesloft at 51 in head-to-head evaluations despite lower shortlist frequency.
Read brand profile →Salesloft
58% shortlist rate and 63 unCited score. Matches Gong's evaluation performance (51) but trails by 3 percentage points in shortlist appearance.
Read brand profile →Outreach
59% shortlist rate, 151 mentions, and a 58 unCited score. Evaluation score of 51 matches the top tier, though unCited benchmark lags Gong and Salesloft by 5 points.
Read brand profile →Citation sources
Where AI pulls citations from
647 citations captured across AI Sales Assistant prompt runs.
Vendor pages
290Product, help, and marketing pages from tracked vendors
Independent sources
98Reviews, encyclopedias, forums, press — not vendor-owned
Buyer questions
What AI cites for top AI Sales Assistant questions
Most-cited prompts across the buyer journey. Click any prompt to see the actual URLs AI engines link to.
Discovery
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