Full Feature Set

Every Tool You Need to Win AI Search

Aeosniper combines real-time citation auditing, AI-powered strategy, and automated content execution into one platform built for Answer Engine Optimization (AEO).

AI Engines Covered

ChatGPT (OpenAI)
Gemini (Google)
Perplexity
Claude (Anthropic)

Core Features

Measurement
AI Voice Score

A 0–100% citation rate that aggregates how often your brand is mentioned across all tested AI engines and prompt categories. Your north-star metric for AI search visibility.

Diagnostics
Entity Gap Heatmap

A visual grid of topics where competitors are being cited and you are not. Every red cell is a concrete optimisation opportunity ranked by citation frequency.

AI Agent
ARIA — AI Visibility Strategist

A conversational AI agent trained on your full audit data. Ask ARIA why a competitor is outranking you, what content to fix first, or how to improve a specific product category's citation rate.

Execution
AUTO Content Engine

Generates citation-optimised content blocks, FAQ schema markup, and brand entity copy based directly on your citation gaps — ready to deploy to your CMS or developer.

Intelligence
Competitive Intelligence

Identifies which brands are cited in place of yours and breaks down their citation frequency by AI engine. Know exactly who you are losing to and on which platform.

Business Impact
Revenue at Risk

Calculates the estimated annual revenue being diverted to AI-cited competitors based on your category's AI search traffic volume. Prioritise fixes by business impact, not just citation count.

Brand Safety
Hallucination Detection

Automatically flags factually incorrect or misleading claims AI engines make about your brand before they damage reputation or trigger customer complaints.

Benchmarking
AI Search Observability Index

Track your AI Voice Score over time and compare citation trends across engine updates, content changes, and competitor moves. Full historical audit log included.

Auditing
Multi-Model Citation Audits

Every audit runs live queries — no cached data — against ChatGPT, Claude, Gemini, and Perplexity simultaneously. Results reflect the current state of each model's knowledge at audit time.

How It All Connects

Aeosniper is designed as a closed loop: Audit your current citation rate → Identify gaps with the Entity Gap Heatmap → Strategise with ARIA → Execute with AUTO → Re-audit to measure lift. Most brands see measurable citation improvement within 2–4 weeks of implementing the top recommendations.