AEO for customer identity and access management software: AI search visibility ranking
How AI search engines rank customer identity and access management software by visibility and citations. 20 brands measured quarterly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Customer identity and access management software used to handle signup, authentication, authorization, user profiles, and secure access for customer-facing applications. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
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When you ask AI engines about Customer identity and access management software, Ping Identity consistently emerges as the leader. With a visibility percentage of 62.5, it stands out among top brands like Auth0 and Okta. Ping Identity's prominence is reflected in its frequent mentions across various AI responses.
The rankings are shaped by the top cited sources, including websites like loginradius.com and g2.com. These sites serve as aggregator and review platforms, which means the AI engines rely heavily on user feedback and expert reviews to determine brand authority and relevance.
For buyers evaluating options on this page, it's crucial to consider what AI engines prioritize - recent reviews and third-party validation. Choosing a brand with topical authority in the specific subcategory ensures that you pick a provider esteemed by both users and industry experts alike.
At a glance
What we observed in this category
Ping Identity leads the category with a composite score of 55.0, edging out Auth0 and Okta (both 52.5) despite having lower visibility at 62.5% versus their 75.0%. The gap matters because Ping Identity achieves this through actual citations (37.5% citation rate), while Auth0 and Okta register zero citations despite their high visibility. This means Ping Identity is being referenced as a source, not merely mentioned, which reflects a meaningfully stronger trust signal in Google AI Mode responses.
The sharpest divergence between visibility and citation belongs to LoginRadius, which holds only 12.5% visibility but a 62.5% citation rate, the highest in the dataset. This pattern suggests AI responses are pulling from loginradius.com as a content source rather than discussing it as a vendor. Conversely, Auth0 and Okta are named frequently but never cited, indicating the AI treats them as reference points within synthesised answers rather than drawing on their owned content directly.
Google AI Mode is the dominant engine for every brand in the top 10 without exception. Among the top cited sources, loginradius.com appears alongside review and analyst platforms including g2.com and gartner.com, plus niche consultancy and blog domains such as majorkeytech.com, guptadeepak.com, and idmworks.com. This suggests AI responses in this category are anchored to a mixed set of third-party editorial and review content rather than vendor documentation, which explains why high-visibility brands can still hold zero citation scores.
Movers & shakers since last refresh
Biggest visibility risers
-
Microsoft Entra External ID 0% → 50% · rank #14 → #5+50pp
-
Descope 12% → 50% · rank #5 → #4+38pp
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Ping Identity 38% → 62% · rank #4 → #1+25pp
Biggest visibility fallers
-
LoginRadius 25% → 12% · rank #3 → #6-12pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
pingidentity.com
|
62% | 38% | Google AI Mode |
Ping Identity ranks first with a 37.5% citation rate, the only top-3 brand cited at all, giving it a composite score 2.5 points above Auth0 and Okta despite lower visibility. |
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| 2 |
auth0.com
|
75% | 0% | Google AI Mode |
Auth0 ties Okta on visibility at 75.0% (well above the 18.8% category average) but holds a 0.0% citation rate, leaving its composite score equal to Okta at 52.5. |
||||
| 3 |
okta.com
|
75% | 0% | Google AI Mode |
Okta matches Auth0 exactly on visibility (75.0%) and citation (0.0%), suggesting both brands are referenced in similar AI-generated narratives without their own content being sourced. |
||||
| 4 |
descope.com
|
50% | 25% | Google AI Mode |
Descope rose from rank 5 to rank 4 with a 37.5 percentage point visibility gain, now sitting at 50.0% visibility and a 25.0% citation rate, matching Microsoft Entra External ID. |
||||
| 5 |
microsoft.com
|
50% | 25% | Google AI Mode |
Microsoft Entra External ID made the largest rank jump in the dataset, moving from 14th to 5th with visibility climbing from 0.0% to 50.0%, the biggest single-period visibility gain recorded. |
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| 6 |
loginradius.com
|
12% | 62% | Google AI Mode |
| 7 |
fusionauth.io
|
12% | 38% | Google AI Mode |
| 8 |
ory.sh
|
25% | 0% | Google AI Mode |
| 9 |
forgerock.com
|
12% | 0% | Google AI Mode |
| 10 |
frontegg.com
|
0% | 12% | Google AI Mode |
| 11 |
sap.com
|
0% | 12% | Google AI Mode |
| 12 |
stytch.com
|
0% | 12% | Google AI Mode |
| 13 |
aws.amazon.com
|
0% | 0% | Google AI Mode |
| 14 |
clerk.com
|
0% | 0% | Google AI Mode |
| 15 |
thalesgroup.com
|
0% | 0% | Google AI Mode |
| 16 |
ibm.com
|
0% | 0% | Google AI Mode |
| 17 |
akamai.com
|
0% | 0% | Google AI Mode |
| 18 |
workos.com
|
0% | 0% | Google AI Mode |
| 19 |
onelogin.com
|
0% | 0% | Google AI Mode |
| 20 |
wso2.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on customer identity and access management software, these are the domains Google AI Mode cited most often. If you're not on this list — or if your competitors are — that's a concrete PR / linkbuilding target.
How to read this AEO ranking
Four things worth knowing before you act on the numbers above. These are the same definitions across every industry page — for category-specific observations, see the What we observed section above (where available) and the per-brand insights inline in the ranking.
Visibility = being named
A brand's visibility % is the share of AI answers that mention it by name in the response prose. This is who AI engines actively recommend to the buyer. More on visibility →
Citation rate = being trusted
Citation rate is the share of AI answers that include the brand's domain as a clickable source link. This is what the AI treats as authoritative evidence, different from being named. More on citation rate →
Top engine differs by brand
The "top engine" column shows which AI surface each brand performs best on. Big gaps between a brand's score across engines usually points to specific content or schema gaps. How AI engines pick sources →
AEO rankings move month to month
AI engines re-crawl and re-rank on shorter cycles than classical search. We re-audit every brand on this list at least every 90 days and refresh this page automatically. How AI search ranking works →
Run an AEO audit on your own customer identity and access management software brand
The brands above were curated from public market-leader lists. Want the same answer engine optimisation measurement against your own brand — including the queries you appear on, which competitors get named instead, and a prioritised fix list? Run a free preview.
Frequently asked about AEO for customer identity and access management software
Who leads AI visibility in customer identity and access management software?
Ping Identity leads with a composite score of 55.0, driven by a 37.5% citation rate. Auth0 and Okta both score 52.5 but hold zero citations despite 75.0% visibility each.
Which CIAM brand has the highest citation rate in Google AI Mode?
LoginRadius holds the highest citation rate at 62.5%, despite a visibility score of only 12.5%, suggesting its domain is used as a content source rather than as a featured vendor.
What sources does AI cite most for CIAM category research?
The top cited sources include loginradius.com, g2.com, gartner.com, and several smaller consultancy and blog domains such as majorkeytech.com and guptadeepak.com, indicating a reliance on third-party editorial content over vendor sites.
Which brand has seen the biggest improvement in AI visibility recently?
Microsoft Entra External ID recorded the largest rank change in the dataset, jumping from 14th to 5th with a visibility increase of 50.0 percentage points in the most recent period.
Can a brand have high AI visibility but low citation in this category?
Yes. Auth0 and Okta both show 75.0% visibility with 0.0% citations, while LoginRadius shows the inverse at 12.5% visibility and 62.5% citations, confirming that visibility and citation are not correlated here.
Which engine dominates AI visibility for CIAM software brands?
Google AI Mode is listed as the top engine for every brand in the top 10, with no other engine appearing in the dataset for this category.