See where AI assistants stop recommending you, in one page.
The AAO Discovery Snapshot is a one-page diagnostic by Bayesian & Priors that converts any company URL into a verdict-bearing assessment of how AI assistants see the company. Each snapshot includes verbatim Microsoft Copilot, ChatGPT, and Perplexity outputs for representative buyer queries, a 10-gate DSCRI-ARGDW scorecard, the top three gaps, and a recoverable-value statement.
The AAO Discovery Snapshot is a one-page diagnostic that scores how well AI assistants extract and recommend a company when buyers ask category queries. It is a Bayesian & Priors product, currently in private beta, scheduled for public launch in summer 2026.
Each snapshot includes three components: verbatim outputs from Microsoft Copilot, ChatGPT, and Perplexity for two representative buyer queries, a 10-gate DSCRI-ARGDW scorecard with 0 to 5 scores per gate, and a top-three-gaps section with a recoverable-value statement and remediation pointers.
Generation typically completes in one to five minutes. The pipeline runs site scanning, executes three sample runs of each buyer query against three AI assistants, applies the rubric to all 10 gates, generates the narrative, and renders the PDF. Results are delivered by email with a shareable permalink.
The snapshot tests Microsoft Copilot, OpenAI ChatGPT, and Perplexity by default. Each query is sampled three times per assistant to account for output non-determinism. Anthropic Claude and Google Gemini are planned for later phases. Coverage will expand as new assistants gain meaningful buyer adoption.
DSCRI-ARGDW is the 10-gate pipeline that AI assistants traverse when finding, processing, and selecting content for buyer queries. Foundation gates: Discovery, Structure, Content, Reputation, Infrastructure. Advanced gates: Authority, Recency, Granularity, Differentiation, Weighted Citability. Each gate is scored 0 to 5 with cited evidence.
Traditional SEO audits score discoverability and ranking for Google. The AAO Discovery Snapshot scores whether AI assistants will extract and recommend the company in agentic interfaces. The advanced gates (Authority, Recency, Granularity, Differentiation, Weighted Citability) cover terrain that most SEO toolkits do not score yet.
Pricing for public launch is not yet finalized. Private beta participants will receive snapshots at no cost in exchange for feedback. The free tier at public launch will include a limited number of snapshots per month per email. Paid tiers will add unlimited snapshots, monitoring, and comparison features.
Private beta begins after the rubric stabilizes in version 0.2, expected mid-2026. Public soft launch is targeted for summer 2026, opening to anyone with an email. Waitlist members will receive early access invitations in batches as snapshot pipeline capacity allows for operator quality review.
The AAO Discovery Snapshot is a product of Bayesian & Priors, founded in 2025 by Andres Plashal. It applies the same DSCRI-ARGDW pipeline that powers the Bayesian & Priors Marketing Mix Model's AI agent channel measurement.