Monitor How AI Engines Describe Your Product — Weekly.
See your Visibility Score change across ChatGPT, Perplexity, Gemini, Claude, DeepSeek, and Mistral. Get score changes, evidence gaps, and action items — delivered to your inbox every week.
No credit card for free audit. Cancel Sentinel anytime.
What Sentinel Delivers
Two automated deliverables. Zero manual effort.
Weekly Email Report
Every Monday in your inbox
- AI Visibility Score (0–100) with week-over-week delta
- 4 sub-scores: AEO (40%), Completeness (25%), Freshness (20%), Evidence (15%)
- 7-day score trend sparkline
- Up to 3 prioritized insights and action items
- Quality status alert (Ready / Needs Review changes)
Monthly Dashboard Report
Accessible from your dashboard
- Month-over-month score comparison with per-dimension deltas
- Daily score trend table for the full month
- Status change tracking within the month
- Detected issues with severity indicators
- Recommended actions based on score thresholds
Here's What Your Weekly Report Looks Like
Sample based on live scoring structure. Trend data appears after 7 days of monitoring.
View full sample weekly + monthly report →
AI Visibility Score
/100
Sub-Score Breakdown
This Week's Insights
Week-over-week delta: —
Trend data appears after 7 days of monitoring.
4 Dimensions, 6 Engines, Every Week
We don't just give you a number. We break down exactly what's driving your visibility — and what's dragging it down.
AEO Engine Score (40%)
How well do ChatGPT, Perplexity, Gemini, DeepSeek, Claude, and Mistral describe your product? Are they citing you accurately, recommending you in the right category, or ignoring you entirely?
Completeness (25%)
Does your listing have the structured data AI engines need? Schema markup, feature descriptions, pricing, FAQs, and comparison content — gaps here mean AI has to guess.
Freshness (20%)
When was your product information last verified? AI engines favor recently updated content. Stale data leads to stale recommendations.
Evidence (15%)
Are there third-party sources corroborating your product claims? Reviews, directory listings, comparison articles, and backlinks all strengthen AI's confidence in recommending you.
Built for SaaS Teams Who Care About AI Discovery
SaaS Founders
You know buyers ask AI for tool recommendations now. You need to know if your product shows up — and what to fix if it doesn't.
Growth Marketers
You optimize for Google, social, and paid. Now you need to optimize for AI — and track it like any other channel.
Product Teams
Your product page, docs, and structured data directly affect AI visibility. Sentinel shows you what to improve on the product side.
Simple Pricing. No Surprises.
Start monitoring for less than a team lunch.
Free Audit
One-time snapshot of your AI visibility.
- 6-engine visibility check
- Visibility Score (0–100)
- Basic recommendations
- —No ongoing monitoring
AI Sentinel
14-day free trial — no charge until trial ends
- Everything in Free Audit, plus:
- Weekly email report with score changes
- 4 sub-score breakdown with deltas
- Monthly dashboard report
- Quality status alerts (Ready / Needs Review)
- Prioritized action items each week
Priority AEO
Full optimization + Sentinel monitoring.
- Everything in Sentinel, plus:
- Full AI visibility audit report
- AI-optimized description + schema markup
- Competitor comparison positioning
- Featured placement + “AEO Optimized” badge
How It Works
Submit your product
Add your SaaS tool to EurekaNav. We score it across 6 AI engines and compute your initial Visibility Score.
Daily scoring runs automatically
Our system checks all Ready tools daily, computing scores across AEO, Completeness, Freshness, and Evidence dimensions.
Weekly report lands in your inbox
Every Monday you get your score, week-over-week changes, top insights, and what to fix next. No dashboard to check — it comes to you.
Monthly report shows the full picture
At any time, log in to see the full month view — daily trends, sub-score breakdowns, status changes, and recommended actions.
Frequently Asked Questions
What do I get each week?
A concise email report showing your overall AI Visibility Score (0–100), four sub-scores (AEO, Completeness, Freshness, Evidence), week-over-week changes, a 7-day sparkline, and up to three prioritized action items. If your quality status changes (e.g. from Needs Review to Ready), you get an alert in the same email.
What's in the monthly report?
A full-page report accessible from your dashboard. It includes a month-over-month score comparison, daily trend table, sub-score breakdowns with deltas, detected issues, and recommended next steps. You can share the report URL with your team.
Which AI engines do you monitor?
Six: ChatGPT, Perplexity, Google Gemini, DeepSeek, Claude, and Mistral. These are the engines most likely to influence product discovery for B2B SaaS buyers today.
How is the Visibility Score calculated?
It's a weighted composite of four dimensions: AEO engine score (40%), Completeness (25%), Freshness (20%), and Evidence (15%). Each dimension is scored 0–100. Products scoring 65+ with sufficient completeness and evidence earn Ready status in our verified index.
Do I need a Priority AEO audit first?
No. Sentinel works with any listed product. However, pairing Sentinel with a Priority AEO audit ($99 one-time) gives you a stronger starting baseline — the audit optimizes your listing, and Sentinel tracks the impact over time.
Can I cancel anytime?
Yes. Sentinel is month-to-month with no contract. You keep access to historical reports through the end of your billing period.
AI Is Already Describing Your Product. Do You Know What It's Saying?
Start monitoring today. Know your score by next Monday.
Or run a free audit first — no signup required.