Skip to content
Mentionwell
ProductAEO PlatformPricingMentionDocs
Resources
IntegrationsUse casesCompareChangelogAboutGlossaryBrand
Sign in Technically in beta →
ProductAEO PlatformPricingMentionDocs
Resources IntegrationsUse casesCompareChangelogAboutGlossaryBrand
Sign in

Feature deep-dive

AEO Scanning

Last updated May 10, 2026

Every onboarded site gets a continuous AEO scan. We run your buyer-intent prompt corpus across up to 10 answer engines, capture every citation with claim-level evidence, trend share-of-voice, and serve up the top 5 actions per scan in a recommendations engine the Auto Agent consumes directly.

What gets scanned

  • 10 engines: ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews, Google AI Mode, Microsoft Copilot, Grok, Exa, DeepSeek.
  • Up to 3 regions per scan on Scale (US, UK, EU; more on Enterprise).
  • Your prompt corpus — auto-generated from the site, editable in Prompt Explorer.

What gets captured

  • Engine answer — the full text the engine returned, with cited URLs marked.
  • Fan-out queries — sub-queries each engine searched internally.
  • Citations — domain, URL, position, snippet, source type (owned / competitor / third-party).
  • Page evidence — every cited page is scraped: schema, headings, byline, statistics, claim-level facts.
  • Share of voice — brand mentions trended by engine, locale, topic, prompt, and competitor.
  • Sentiment — positive / neutral / negative per citation.
  • Bot crawls — server-log AI bot visits trended over time.

The recommendations engine

Every scan produces a ranked top-5 actions list: prompts to defend, competitor pages to out-cite, articles to write next, schema gaps to fix, page issues to address. The Auto Agent picks from this list when it’s drafting. Operators can override via the kanban.

See also

AEO platform overview All features Auto Agent Pricing
66 beta testing now
Mentionwell

The AEO blog engine. Track where ChatGPT, Claude, Gemini, Perplexity, Copilot & AI Overviews cite — and ship the articles that close the gap.

A product of ZipLyne →
Product
FeaturesAEO PlatformAuto AgentAEO ScanningPipelineWorkspacesCost ConsoleHeadless APIImage PipelineIndexingLanguagesImport / ExportPricing
Solutions
IntegrationsWordPressWebflowGhostShopifyNotionUse casesFor agenciesFor SaaSCompare
Developers
Developer DocsAPI ReferenceSDKCLIMCP serversWebhooksAuthenticationQuickstart
Company
AboutThe MentionChangelogStatusContactBrandGlossary
Trust
SecurityDPASubprocessorsSLAAI DisclosurePrivacyTermsCookiesRefund PolicyAcceptable UseDMCA
© 2026 MENTIONWELL All rights reserved.