AI brand monitoring software

AI Visibility Tracking for SaaS & Product Teams

Buyers ask AI answer engines before they buy. AppScan AI runs those prompts on a schedule, records whether your brand is mentioned and cited, and shows share of voice versus named competitors — then helps you fix pages with SEO, AEO, and GEO audits included on every plan.

Start tracking visibilityFree citation scan

What we measure

Mention rate

Does AI name your brand when prospects ask discovery and comparison questions?

Citation rate

Does AI link to or quote your site as a trusted source in the answer?

Share of voice

How often you appear versus competitors on the same tracked prompts.

Scheduled tracking

Daily scheduled checks on every plan — not a one-time report. 10 AI visibility prompts, checked daily.

How AI visibility tracking works

  1. 1Choose buyer-intent prompts from 100+ templates or expand seeds with query fan-out.
  2. 2We query AI answer engines and analyze answers for brand mentions, citations, and competitor names.
  3. 3Review dashboards per engine and prompt; set alerts when rates drop vs your baseline.
  4. 4Use built-in AEO and GEO audits to improve pages, then watch mention rates on re-checks.

Complete platform — not just tracking

  • Answer engine optimization (AEO) audits
  • Generative engine optimization (GEO) signals
  • SEO & performance checks
  • 24/7 uptime monitoring & alerts
  • Security scans, Fix Packs & deploy verify loop
  • Team dashboards & scheduled re-checks

AI answers vary — trends matter more than one run

The same prompt can produce different wording or citations on different days. AppScan AI records each check with a timestamp so you can compare mention rate, citation rate, and share of voice over time rather than treating a single answer as ground truth.

Compare plans at a glance

Limits below match what we enforce in your dashboard and API — not marketing estimates.

CapabilityStarterProAgency
Platform
Websites monitored1 website20 websites100 websites
Website security hygiene scans / month100 audits/month500 audits/month2,000 audits/month
Team seats3 team members10 team members50 team members
Uptime check interval15-minute monitoring interval5-minute monitoring interval1-minute monitoring interval
Audit & visibility history90-day data retention180-day data retention365-day data retention
Multi-site portfolio view—Portfolio dashboardAgency portfolio rollup
How AI sees your business (AI Visibility)
Tracked buyer prompts per site101550
Scheduled visibility checksDaily scheduled checksDaily scheduled checksDaily scheduled checks
Manual “Run check now” limit2 on-demand checks/site/day5 on-demand checks/site/day10 on-demand checks/site/day
Query fan-out (expand prompt library)10 query fan-out runs/site/day20 query fan-out runs/site/day30 query fan-out runs/site/day
AI answer engines per check2 AI answer engines per check2 AI answer engines per check2 AI answer engines per check
Competitors tracked per promptUp to 10 competitors per promptUp to 10 competitors per promptUp to 10 competitors per prompt
Product knowledge (AI Learning)
Learning pack & verificationReadiness score only (no pack export)Full learning pack + monthly verificationFull learning pack + weekly verification
Connected documentation sources—310
Workflow & integration tests——Included
Be trusted
Implementation instructions (Fix Pack export)IncludedIncludedIncluded
Deploy verification webhookIncludedIncludedIncluded
SupportBasic supportPriority supportPriority support & SLA

Limits match enforcement in your dashboard. Full plan documentation

Start tracking visibilityFree citation readiness scanSEO, AEO & GEO guide

AI visibility tracking FAQ

AI visibility tracking monitors whether AI answer engines mention your brand and cite your website when users ask buyer-intent questions — such as best tools, comparisons, and alternatives. AppScan AI runs those prompts on a schedule and reports mention rate, citation rate, and competitor share of voice.
SEO measures rankings and traffic from traditional search results. AI brand monitoring measures whether you appear inside AI-generated answers — mentions, citations, and share of voice on the prompts your buyers actually ask. AppScan AI includes both: visibility tracking plus SEO, AEO, and GEO page audits.
AppScan AI queries configured AI answer engines with web search and grounding enabled — the same class of systems buyers use for product research. Results vary by engine and prompt; dashboards show per-engine mention and citation breakdowns.
Frequency depends on your plan: daily checks on Starter, Pro, and Enterprise. On-demand runs are also available from the dashboard within daily limits.
Yes. Every plan includes 24/7 uptime monitoring with alerts, automated website security scans with weekly scheduling, fix pack exports, deploy monitoring, portfolio rollups for multi-site teams, and weekly reports that combine security findings with uptime and AI visibility context — alongside AI visibility tracking and SEO/AEO/GEO audits.
Yes. Run a free citation readiness preview scan at /preview — no credit card required. Subscribe for ongoing AI visibility tracking, scheduled checks, and full dashboards.