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Subcategory · AI Citation Index

Identity Provider

The identity provider category demonstrates robust buyer engagement with shortlist rates clustering between 50-67% and maximum model diversity (4) across all top brands, indicating consistent cross-model recognition. Microsoft 365 appears three times in top rankings, signaling potential data artifacts or distinct product SKUs. The complete absence of prompt coverage (0%) reveals that all brand mentions stem from unprompted buyer consideration rather than guided evaluation, suggesting strong incumbent awareness in IAM infrastructure decisions.

171 discovery queries · 320 head-to-heads · refreshed Oct 22, 2026

Discovery stage

The shortlist

Across 171 buyer-style "Identity Provider" queries

32%42%52%61%71%Coverage — share of discovery prompts where the brand surfaces68%73%78%83%88%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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Score shifts, new entrants, citation gaps — every Monday.

Signal by intent

By topic

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

1Okta
7/7
2Microsoft
7/7
3JumpCloud
7/7
4Sailpoint
7/7
5Cyberark
6/7
1Okta
6/6
2Microsoft
6/6
3OneLogin
5/6
4Auth0
5/6
5Google Workspace
5/6
1Okta
6/6
2Microsoft
6/6
3Ping Identity
6/6
4OneLogin
6/6
5JumpCloud
6/6
1Okta
6/6
2Microsoft
6/6
3Google Cloud
6/6
4Ping Identity
6/6
5Google Workspace
5/6
1Okta
5/5
2Microsoft
5/5
3Auth0
5/5
4Amazon
5/5
5Ping Identity
4/5
1Microsoft
4/4
2Okta
4/4
3Sailpoint
4/4
4Google Workspace
4/4
5Auth0
4/4
1Microsoft
4/4
2Okta
4/4
3Google Workspace
4/4
4Duo Security
4/4
5Cyberark
4/4
1Okta
3/3
2Microsoft
3/3
3Ping Identity
3/3
4JumpCloud
3/3
5OneLogin
3/3
≥50% cited
25–49%
<25%
Topics are discovery-stage prompt clusters · identity-provider

Evaluation stage

Head-to-head

How often AI cites each brand across uniform category evaluation prompts · median 6/100

0255075100Evaluation citation rate — % of category evaluation prompts citing this brand08172533Evaluation 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 6/100

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

483 citations captured across Identity Provider prompt runs.

Vendor pages

159

Product, help, and marketing pages from tracked vendors

Independent sources

185

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

Buyer questions

What AI cites for top Identity Provider 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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