A look at how Nostra is described, positioned, and quoted inside Google's AI Overviews, the AI answer box at the top of search results, and where the brand shows up versus goes missing.
Nostra is cited in 6 of 39 AI answers. It shows up on Nostra. It is absent on Site Speed Optimization, Ecommerce Performance, Bot Protection.
AI answers fire on 100% of tracked queries, yet Nostra is quoted in only 15% of them. When it does appear, it sits as a listed provider, rarely the lead source.
Enterprise Infrastructure for eComm | Nostra See Why Scaling Brands Run Better on Nostra. Test It for Yourself. Book a Demo. Products Our Products Edge Delivery Engine Speed up your site in minutes Edge Protect Block bot traffic, and protecnostra.ai, 2026
Differentiators it leads with: Edge Delivery Engine, Edge Protect, Site Speed Optimization, Ecommerce Performance.
Cited as a provider on Nostra queries.
Appears alongside youtube.com, gartner.com, reddit.com.
See the full query-by-query breakdown →
| Topic | Presence in AI answers | Buyer intent |
|---|---|---|
| Nostra | Owned | comparison |
| Site Speed Optimization | Invisible | positioning |
| Ecommerce Performance | Invisible | positioning |
| Bot Protection | Invisible | positioning |
| Conversion Rate Optimization | Invisible | positioning |
| Edge Delivery | Invisible | positioning |
Problem Aware. overview queries: Nostra appears on 1 of 6 themes.
Solution Aware. Owned on Nostra; absent on Site Speed Optimization, Ecommerce Performance, Bot Protection.
Alternatives. 2 themes name the brand without citing it; 31 queries answer without it at all.
39 queries across branded, positioning, and comparison intent. "Cited" means Nostra's own domain is a source in the AI answer. "Named, not cited" means the brand is mentioned but is not the source. "Absent" means the AI answered without it.
| Query | Type | Nostra in the AI answer | Top sources cited |
|---|---|---|---|
| best site speed optimization | Positioning | Absent | reddit.com, developers.google.com, elementor.com |
| site speed optimization vendors | Positioning | Absent | developers.google.com, youtube.com, debugbear.com |
| site speed optimization solutions | Positioning | Cited | milestoneinternet.com, cloudflare.com, youtube.com |
| site speed optimization software | Positioning | Absent | pagespeed.web.dev, tools.pingdom.com, gtmetrix.com |
| site speed optimization platform | Positioning | Cited | pagespeed.web.dev, kndigital.co, mdtechteam.com |
| top site speed optimization providers | Positioning | Cited | wp-rocket.me, amasty.com, youtube.com |
| site speed optimization comparison | Positioning | Absent | developers.google.com, debugbear.com, pagespeed.web.dev |
| best ecommerce performance | Positioning | Absent | darkroomagency.com, salesforce.com, fusiontaxes.com |
| ecommerce performance vendors | Positioning | Absent | appsruntheworld.com, marketjoy.com, noibu.com |
| ecommerce performance solutions | Positioning | Absent | loomisguild.com, providencejournal.com, toptal.com |
| ecommerce performance software | Positioning | Absent | datahawk.co, jimdo.com, akeneo.com |
| ecommerce performance platform | Positioning | Absent | elasticpath.com, thetechhacker.com, reddit.com |
| top ecommerce performance providers | Positioning | Absent | fabric.inc, gartner.com, seoprofy.com |
| ecommerce performance comparison | Positioning | Absent | triplewhale.com, polaranalytics.com, youtube.com |
| best bot protection | Positioning | Absent | gartner.com, indusface.com, radware.com |
| bot protection vendors | Positioning | Named, not cited | gartner.com, clearout.io, akamai.com |
| bot protection solutions | Positioning | Absent | cloudflare.com, merriam-webster.com, youtube.com |
| bot protection software | Positioning | Absent | radware.com, cloudflare.com, fastly.com |
| bot protection platform | Positioning | Absent | akamai.com, fastly.com, radware.com |
| top bot protection providers | Positioning | Absent | gartner.com, indusface.com, prophaze.com |
| bot protection comparison | Positioning | Absent | gartner.com, indusface.com, g2.com |
| best conversion rate optimization | Positioning | Absent | baymard.com, youtube.com, matomo.org |
| conversion rate optimization vendors | Positioning | Absent | clutch.co, neilpatel.com, beomniscient.com |
| conversion rate optimization solutions | Positioning | Absent | vwo.com, thriveagency.com, tatvic.com |
| conversion rate optimization software | Positioning | Absent | unbounce.com, monday.com, personizely.net |
| conversion rate optimization platform | Positioning | Absent | perspective.co, unbounce.com, whatconverts.com |
| top conversion rate optimization providers | Positioning | Absent | clutch.co, beomniscient.com, neilpatel.com |
| conversion rate optimization comparison | Positioning | Absent | clicksgeek.com, perspective.co, whatconverts.com |
| best edge delivery | Positioning | Absent | experienceleague.adobe.com, medium.com, 3sharecorp.com |
| edge delivery vendors | Positioning | Absent | experienceleague.adobe.com, edgenext.com, fastly.com |
| edge delivery solutions | Positioning | Absent | experienceleague.adobe.com, youtube.com, merkle.com |
| edge delivery software | Positioning | Absent | experienceleague.adobe.com, youtube.com, aem.live |
| edge delivery platform | Positioning | Absent | experienceleague.adobe.com, medium.com, hashouttech.com |
| top edge delivery providers | Positioning | Absent | experienceleague.adobe.com, gartner.com, researchandmarkets.com |
| edge delivery comparison | Positioning | Absent | experienceleague.adobe.com, youtube.com, blog.arborydigital.com |
| alternatives to Nostra | Comparison | Named, not cited | europanostra.org, sourceforge.net, slashdot.org |
| Nostra vs Cloudflare | Comparison | Cited | community.cloudflare.com, nostra.ai, rhinosecuritylabs.com |
| Nostra vs Akamai | Comparison | Cited | scotusblog.com, akamai.com, cloudflare.com |
| Nostra vs Yottaa | Comparison | Cited | yottaa.com, docs.yottaa.com, highalpha.com |
Nostra is cited in 6 of the 39 AI answers we triggered.
Nostra presents as site speed optimization, ecommerce performance, bot protection, conversion rate optimization, edge delivery. AI Overviews cite it on Nostra and it is absent on Site Speed Optimization, Ecommerce Performance, Bot Protection.
Impact high · effort medium · 30 to 60 days
Impact medium · effort low · 0 to 30 days
Impact high · effort medium · 30 to 90 days
| Domain AI cites | Pages | Context |
|---|---|---|
| youtube.com | 22 | Cited on 22 of the queries we tested. |
| gartner.com | 8 | Cited on 8 of the queries we tested. |
| reddit.com | 7 | Cited on 7 of the queries we tested. |
| radware.com | 7 | Cited on 7 of the queries we tested. |
| prophaze.com | 7 | Cited on 7 of the queries we tested. |
| experienceleague.adobe.com | 7 | Cited on 7 of the queries we tested. |
| cloudflare.com | 6 | Cited on 6 of the queries we tested. |
| akamai.com | 6 | Cited on 6 of the queries we tested. |
| indusface.com | 5 | Cited on 5 of the queries we tested. |
| fastly.com | 5 | Cited on 5 of the queries we tested. |
See which queries each peer won →
Brands and domains Google's AI cites in place of Nostra on the queries where it is absent. Observed, not chosen.
| Peer | How AI frames it |
|---|---|
| youtube.com | Cited on 22 of the tested queries. |
| gartner.com | Cited on 8 of the tested queries. |
| reddit.com | Cited on 7 of the tested queries. |
| radware.com | Cited on 7 of the tested queries. |
| prophaze.com | Cited on 7 of the tested queries. |
| experienceleague.adobe.com | Cited on 7 of the tested queries. |
| cloudflare.com | Cited on 6 of the tested queries. |
| akamai.com | Cited on 6 of the tested queries. |