Category · AI Citation Index
Sales
HubSpot, Salesforce, and Pipedrive dominate AI shortlists; evaluation scores rise from 57 to 78 over eight months; Aviso surges +20 while SugarCRM drops -46.
863 discovery queries · 1,003 head-to-heads · refreshed Oct 2, 2026
Discovery stage
The shortlist
Across 863 buyer-style "Sales" queries
HubSpot leads with a 77.4% shortlist rate across 668 prompt appearances, followed closely by salesforce.org (76.6%) and Pipedrive (67.1%). Salesforce and Zoho Vault round out the top five, each appearing in more than half of all sales prompts. Microsoft Dynamics 365 holds a 51.7% rate, while the tail drops sharply: netsuite.com sits at 13.4% and monday.com at 8.7%.
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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 3/100
Hubspot, Salesforce, and Pipedrive share the top evaluation score of 75 across 97-98 comparison queries each. Zoho CRM and Microsoft Dynamics 365 tie at 69 (90 queries), while Outreach scores 68 and Salesloft 65. The median category average is just 3, indicating a stark gap between the consensus leaders and the long tail of 62 brands.
Hover or click a logo to see brand details
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 evaluation scores climbed from 57 in March 2026 to 78 in October 2026, though sample sizes shrink from 141 queries in April to single digits by fall. Aviso posted a +20 delta, the largest gain in the category, while SugarCRM fell -46 points, the steepest decline.
Brands to know
In this category
Salesforce
Salesforce ties for the highest evaluation score (78) and maintains a 57.4% shortlist rate despite appearing in fewer prompts than HubSpot. Its 1,204 mentions and five-model diversity signal entrenched mindshare across AI engines.
Read brand profile →HubSpot
HubSpot edges out every competitor on shortlist rate (77.4%) and total mentions (2,041). With a 74 evaluation score and unanimous five-model coverage, it anchors the free-CRM-to-enterprise sales stack narrative.
Read brand profile →Pipedrive
Pipedrive holds the third-highest shortlist rate (67.1%) and matches HubSpot's 74 evaluation score. Its 1,688 mentions position it as the pipeline-focused alternative to all-in-one platforms.
Read brand profile →Apollo.io
Apollo.io scores 74 in evaluation and appears among featured candidates despite no top-ten shortlist presence. It signals rising traction in prospecting and data enrichment workflows.
Read brand profile →Aviso
Aviso posted the category's largest score gain (+20 delta) and scores 66 in evaluation. Its rise points to growing AI appetite for revenue intelligence and forecasting platforms.
Read brand profile →Citation sources
Where AI pulls citations from
854 citations captured across Sales prompt runs.
Vendor pages
232Product, help, and marketing pages from tracked vendors
Independent sources
162Reviews, encyclopedias, forums, press — not vendor-owned
Buyer questions
What AI cites for top Sales questions
Most-cited prompts across the buyer journey. Click any prompt to see the actual URLs AI engines link to.
Discovery
Buyers exploring the categoryEvaluation
Buyers comparing optionsTrust
Buyers checking credibility- Top 11 CRM Software in 2025 (Features, Pricing & Reviews)erpsoftwareblog.com
- The Best CRM Software for 2026 | Cargascargas.com
Conversion
Buyers ready to buy- CRM Pricing and Software Cost Guide for 2025 | TrustRadiussolutions.trustradius.com
Drill down
Subcategories
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