AEO for enterprise search software: AI search visibility ranking
How AI search engines rank enterprise search 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. Platforms used to index company knowledge, documents, apps, and content so teams can find information quickly across internal systems and websites. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
Download this AEO ranking as a PDF
We'll email it to you. One-off send — no list, no follow-up, no surprise marketing.
When it comes to Enterprise search software, AI engines frequently highlight Glean as the leader, achieving a visibility percentage of 50.0%. Other noteworthy brands include Coveo and Elastic, which are also mentioned often. These insights are drawn from various AI-driven responses, signalling Glean's significant presence in industry discussions.
The rankings of these brands are heavily influenced by the sources that AI engines commonly reference, such as gosearch.ai and review aggregates like g2.com and gartner.com. Such sites compile extensive user feedback and expert opinions, lending credibility to the brands mentioned. These sources play a key role in shaping AI engines' assessments and recommendations.
For a buyer evaluating their options, it's crucial to consider the factors AI engines prioritize, including recent reviews and third-party validation. The brands' authority in specific subcategories and the visibility in respected sources also matter. These elements provide a clearer picture of a brand's standing and reliability in the realm of Enterprise search software.
At a glance
What we observed in this category
Glean holds a dominant position in this category with a visibility score of 50.0%, against a category average of just 3.8%. Its composite score of 42.5 is more than double that of the second-ranked brand, Coveo, at 18.8. This gap is substantial and indicates that Google AI Mode is treating Glean as the default reference point when surfacing enterprise search software responses, while the remaining 19 brands collectively struggle to register consistent presence.
Coveo presents the most striking divergence between visibility and citation in this dataset. It holds zero visibility yet carries a citation rate of 62.5%, the highest in the category, and its own domain (coveo.com) appears in the top cited sources list. This means Google AI Mode is pulling Coveo content as a reference without naming it as a recommended brand, a pattern that separates being trusted as a source from being named as a solution.
Google AI Mode is the top engine for every brand in this dataset, confirming the audit is anchored entirely on that single engine. The top cited sources include third-party review and analyst platforms such as g2.com, gartner.com, and reddit.com, alongside specialist AI-focused sites like gosearch.ai, moveworks.com, and hebbia.com. The presence of competitor-adjacent domains like coveo.com and coworker.ai in the citation pool suggests the AI is drawing on comparative and community content rather than vendor documentation alone.
Movers & shakers since last refresh
Biggest visibility risers
-
Sinequa 0% → 12% · rank #10 → #4+12pp
Biggest visibility fallers
-
Coveo 25% → 0% · rank #4 → #2-25pp
-
Algolia 25% → 0% · rank #2 → #5-25pp
-
Elastic 25% → 12% · rank #3 → #3-12pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
glean.com
|
50% | 25% | Google AI Mode |
Glean leads all 20 brands with 50.0% visibility and a composite score of 42.5, more than twice Coveo's score and roughly 13 times the category average visibility of 3.8%. |
||||
| 2 |
coveo.com
|
0% | 62% | Google AI Mode |
Coveo has zero visibility yet a 62.5% citation rate, the highest in the category, indicating Google AI Mode cites its content as a source but does not surface it as a named recommendation. |
||||
| 3 |
elastic.co
|
12% | 25% | Google AI Mode |
Elastic holds 12.5% visibility and 25.0% citation but lost 12.5 visibility points versus the prior period, making it the only ranked brand to decline while holding its rank position. |
||||
| 4 |
sinequa.com
|
12% | 12% | Google AI Mode |
Sinequa is the category's biggest riser, jumping from rank 10 to rank 4 with both visibility and citation climbing 12.5 points from a prior baseline of zero on both metrics. |
||||
| 5 |
algolia.com
|
0% | 12% | Google AI Mode |
Algolia dropped from rank 2 to rank 5 after losing 25.0 visibility points and 12.5 citation points, leaving it at zero visibility and only 12.5% citation in the current period. |
||||
| 6 |
ibm.com
|
0% | 12% | Google AI Mode |
| 7 |
microsoft.com
|
0% | 0% | Google AI Mode |
| 8 |
luigisbox.com
|
0% | 0% | Google AI Mode |
| 9 |
yext.com
|
0% | 0% | Google AI Mode |
| 10 |
searchspring.com
|
0% | 0% | Google AI Mode |
| 11 |
lucidworks.com
|
0% | 0% | Google AI Mode |
| 12 |
constructor.com
|
0% | 0% | Google AI Mode |
| 13 |
bloomreach.com
|
0% | 0% | Google AI Mode |
| 14 |
cloud.google.com
|
0% | 0% | Google AI Mode |
| 15 |
swiftype.com
|
0% | 0% | Google AI Mode |
| 16 |
expertrec.com
|
0% | 0% | Google AI Mode |
| 17 |
unbxd.com
|
0% | 0% | Google AI Mode |
| 18 |
klevu.com
|
0% | 0% | Google AI Mode |
| 19 |
hawksearch.com
|
0% | 0% | Google AI Mode |
| 20 |
searchblox.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on enterprise search 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 enterprise search 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 enterprise search software
Who leads AI visibility in enterprise search software?
Glean leads with 50.0% visibility and a composite score of 42.5, far ahead of all other brands in a category where the average visibility is only 3.8%.
Which brand is most cited by Google AI Mode in this category even though it lacks visibility?
Coveo has a 62.5% citation rate, the highest in the category, despite recording zero visibility, meaning the AI references its content without naming it as a recommended product.
What sources does Google AI Mode anchor on for enterprise search software research?
The top cited sources include gosearch.ai, g2.com, gartner.com, moveworks.com, hebbia.com, coveo.com, coworker.ai, and reddit.com, a mix of analyst, review, and community platforms.
Which brand showed the most significant momentum change in this audit period?
Sinequa is the biggest riser, moving from rank 10 to rank 4 with visibility and citation both increasing by 12.5 points from a prior baseline of zero.
Are any major enterprise software brands absent from AI visibility in this category?
Microsoft Search, IBM Watson Discovery, Yext, and Searchspring all recorded zero visibility and zero citation, giving them a composite score of 0.0 in the current audit.
How concentrated is AI visibility across the 20 brands in this category?
Visibility is heavily concentrated, with Glean alone accounting for 50.0% visibility while the category average sits at 3.8% and 10 of the 20 tracked brands score zero on both visibility and citation.