Export Report
OVERALL SCORE
Level 2, Agent-Limited
- AI Discoverability 54 out of 100
- Agent Ease of Use 46 out of 100
- Security & Trust 74 out of 100
- GEO, AIO and AEO 62 out of 100
- SEO 92 out of 100
- Performance 56 out of 100
- Accessibility 0 out of 100
What AI sees of your website
Panorama Education | Top Educational Software for Schools
Discover how Panorama’s secure, AI-driven educational software for schools helps 2,000+ districts improve academics, MTSS, school climate, and student outcomes.
| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 54 | Needs work | 24 | 1 | 1 | View details |
| Discoverability | 47 | Priority fix | 6 | 0 | 0 | |
| Content Readiness | 53 | Needs work | 16 | 1 | 1 | View details |
| Bot Access Control | 60 | Needs work | 2 | 0 | 0 | |
| Agent Ease of Use | 46 | Priority fix | 0 | 1 | 0 | View details |
| Google Agentic Browsing | 29 | Priority fix | 0 | 1 | 0 | View details |
| GEO, AIO and AEO | 62 | Needs work | 7 | 0 | 0 | |
| GEO Readiness | Not Applicable | Not Applicable | 1 | 0 | 0 | |
| AIO Readiness | Not Applicable | Not Applicable | 3 | 0 | 0 | |
| AEO Readiness | Not Applicable | Not Applicable | 3 | 0 | 0 | |
| SEO | 92 | Strong | 9 | 0 | 0 | |
| SEO | 92 | Strong | 9 | 0 | 0 | |
| Security & Trust | 74 | Needs work | 17 | 0 | 0 | |
| Security & Trust | 74 | Needs work | 17 | 0 | 0 | |
| Performance | 56 | Needs work | 13 | 1 | 0 | View details |
| Performance | 56 | Needs work | 13 | 1 | 0 | View details |
Prioritized recommendations
Issues ranked by score impact
3 items need attention
AI DiscoverabilityContent ReadinessEstablished
Author attribution
Author attribution is partially implemented.
45 Warning
AI DiscoverabilityContent ReadinessEstablished
Author attribution
Author attribution is partially implemented.
Needs attention
Author attribution
Issue
No named author or publisher identity could be extracted.
Details
Why it matters
Author attribution helps agents cite content responsibly, assess source credibility, and distinguish editorial pages from anonymous marketing copy.
Check name
Author attribution
Score
55/100
Status
warning
Category
Content Readiness
Maturity
Established
Goal
Identify content authors or publishers for trust and attribution.
Result
Author attribution is partially implemented.
Validation steps
Schema.org attribution
Schema.org attribution is incomplete or relies only on publisher/fallback evidence.
Schema.org author attribution is missing or incomplete
Author identity quality
No named author or publisher identity could be extracted.
Author identity quality is incomplete
Evidence log2 steps · 8 lines
Schema.org attribution [warning]! Schema.org attribution is incomplete or relies only on publisher/fallback evidence.INFOSchema.org attributionINFOChecking structured data for author, creator, and publisher contributorsWARNCheck named Schema.org author count actual=0 expected="> 0" authorCount=0 publisherCount=0 namedContributors=0 authors=[] publishers=[] formats=[]WARNSchema.org attribution is incomplete or fallback-only authorCount=0 publisherCount=0 authors=[] publishers=[]Author identity quality [fail]! No named author or publisher identity could be extracted.INFOAuthor identity qualityINFOChecking contributors for stable identity signalsFAILCheck identified contributor count actual=0 expected="> 0" namedContributors=0 identifiedContributors=[] unidentifiedContributors=[]FAILNo named contributor identity could be extracted
Agent Ease of UseGoogle Agentic BrowsingBrowser audit
Accessibility tree is not well-formed
100 Fail
Agent Ease of UseGoogle Agentic BrowsingBrowser audit
Accessibility tree is not well-formed
Check name
Accessibility tree is not well-formed
Score
0/100
Status
fail
Device
desktop
Category
Google Agentic Browsing
Fix guidance
A well-formed [accessibility tree](http://goo.gle/lighthouse-agentic-a11y) helps AI agents to navigate and interact with the page.
Evidence
{
"description": "A well-formed [accessibility tree](http://goo.gle/lighthouse-agentic-a11y) helps AI agents to navigate and interact with the page."
}PerformancePerformanceBrowser audit
Avoid large layout shifts
100 Fail
PerformancePerformanceBrowser audit
Avoid large layout shifts
Check name
Avoid large layout shifts
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
2 layout shifts found
Fix guidance
These are the largest layout shifts observed on the page. Each table item represents a single layout shift, and shows the element that shifted the most. Below each item are possible root causes that led to the layout shift. Some of these layout shifts may not be included in the CLS metric value due to [windowing](https://web.dev/articles/cls#what_is_cls). [Learn how to improve CLS](https://web.dev/articles/optimize-cls)
References
web.dev/learn/performanceEvidence
{
"displayValue": "2 layout shifts found",
"description": "These are the largest layout shifts observed on the page. Each table item represents a single layout shift, and shows the element that shifted the most. Below each item are possible root causes that led to the layout shift. Some of these layout shifts may not be included in the CLS metric value due to [windowing](https://web.dev/articles/cls#what_is_cls). [Learn how to improve CLS](https://web.dev/articles/optimize-cls)"
}Sign in to see 44 other issues and the full report
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Fix with MCP or CLI
Use this report as the handoff into remediation. Generate a coding-agent prompt with the failing checks attached, or jump to the MCP and CLI setup docs before your next rescan.
Score history
Public scan score over time
Public reports for this website origin. Select any point or report link to open that canonical report.
| Scan date | Score | Readiness | Report |
|---|---|---|---|
| 58/100 | Level 3, Bot-Aware | View report | |
| 47/100 | Level 2, Agent-Limited | Current report |