Buyer prompt · published evidence

Which features matter most when buying software to measure brand presence in AI-generated answers?

An exact prompt-level view of which reviewed brands surfaced and which public URLs the configured AI models cited. No answer text or tenant data is published.

Intent
commercial
Model providers
3
Categories
1
Last observed
Aug 3, 2026, 12:00 AM UTC
Competitive outcome

Brands surfaced

Ordered by provider breadth, then total mentions and owned-domain citations. A mention is not an endorsement or a position claim.

#BrandCategoryProvidersMentionsOwned citationsProvider evidence
01HubSpot AEOhubspot.comAEO platforms111Gemini
02Evertuneevertune.aiAEO platforms110Gemini
Model comparison

Answer matrix

One row per configured provider and category snapshot. Hashes prove answer identity without publishing stored answer text.

ProviderModel versionCategoryBrands surfacedCitationsUnique domainsAnswer hash
Openaiopenai/gpt-4o-miniAEO platformsNone observed66bc951992…44eef
Anthropicanthropic/claude-haiku-4-5AEO platformsNone observed00b0234588…db407
Geminigoogle/gemini-2.5-flashAEO platformsEvertune · HubSpot AEO881c69fe60…300a1
URL-derived citations

Sources cited

Hostnames are derived from the returned public URLs. Best position is the smallest citation position observed.

DomainCited pageBest positionProvidersObservationsCategories
business.adobe.comhttps://business.adobe.com/blog/track-brand-mentions-in-ai-search1Gemini1AEO platforms
quantilope.comhttps://quantilope.com/resources/best-brand-tracking-software-features-pricing-and-support1Openai1AEO platforms
beomniscient.comhttps://beomniscient.com/blog/ai-visibility-tool/2Gemini1AEO platforms
dynata.comhttps://dynata.com/why-dynata/resources/blog/brand-tracking-journey/2Openai1AEO platforms
frictionai.cohttps://frictionai.co/blog/ai-brand-monitoring3Gemini1AEO platforms
qriousinsight.comhttps://qriousinsight.com/brand-tracking-101/3Openai1AEO platforms
authoritas.comhttps://authoritas.com/blog/how-to-choose-the-right-ai-brand-monitoring-tools-for-ai-search-llm-monitoring4Gemini1AEO platforms
qualtrics.comhttps://qualtrics.com/articles/strategy-research/brand-tracking-metrics/4Openai1AEO platforms
brandspeak.co.ukhttps://brandspeak.co.uk/blog/brand-tracking-metrics5Openai1AEO platforms
hubspot.comhttps://hubspot.com/products/aeo5Gemini1AEO platforms
amplitude.comhttps://amplitude.com/compare/best-ai-visibility-monitoring-tools6Gemini1AEO platforms
hanoverresearch.comhttps://hanoverresearch.com/insights-blog/corporate/5-things-to-do-to-before-brand-tracking/6Openai1AEO platforms
reddit.comhttps://reddit.com/r/ProductMarketing/comments/1k10tlt/top_5_tools_to_monitor_your_brands_presence_in_ai/7Gemini1AEO platforms
usegrowthos.comhttps://usegrowthos.com/blog/ai-brand-visibility-monitoring-tools8Gemini1AEO platforms
Snapshot IDs08032af5-8eb6-45b3-8757-89cca449a9f5
Corpus versionsai-search-visibility-platforms-2026-07-27
Benchmark versions4-ai-search-visibility-platforms-2026-07-27-models-64232fd32583

Coverage: AEO platforms. Full answers stored: no · Full answers published: no · Tenant data included: no.