Audit the 45/55 AP Lang practice composite and compare dated, nonofficial planning models.
calculatorqueen.com
Repeat refreshes in the same tab count as one view. Repeat outbound clicks are limited. These totals are not unique visitor counts.
Listing context
Ownership
Not verified
Domain control has not been proved.
Placement
Organic
No paid placement is active.
Security scan
Grade B
HTTP header check, not a full security audit.
Freshness
Updated 19 Oct 2026
Listing details can change after publication.
From the maker
Different AP Lang predictors can disagree because they use different formulas and rounding rules. I built this page to expose that disagreement while keeping the exact published component weighting separate from every unofficial model.
Respond with useful feedbackPublic signals
A quick view of this listing's freshness, engagement, stack, and trust signals. Traffic ratios are available to the maker in their dashboard. They describe recorded clicks per view, not a destination conversion rate.
1mo ago
Launch age
B
Security
2 tools
Stack signals
Listing readiness score 78.
Listing readiness
78
Strong
Based on directory signals, not a product review.
Add a logo so the listing has a recognizable identity alongside its product screenshot.
Maker toolkit
Optional tools for the maker: strengthen listing signals, check the badge backlink, and review the destination site.
Authority builder
This score tracks the signals that make a listing useful for discovery and trust. Payment is not part of the score, and the result does not guarantee ranking.
Visual proof
6/12Add a logo so visitors can recognize the product alongside its screenshot.
Authority loop
The check looks for a public link between the configured product site and this listing. It does not verify ownership, endorsement, or search ranking. Payment does not change search-link treatment.
PageLens AI reviews the live destination for SEO, AI-search context, accessibility, security, tracking, and trust signals.
Grade B · 76/100 · HTTP headers only · Checked 2026-08-27
Checks the site's current HTTP response headers. This is not a penetration test or a general safety certification.
Scanned 27 Aug 2026, 10:40
Fix first
Start with the highest-impact gaps, test the site, then re-run this check. The full list remains below.
Content-Security-Policy
Review in context
Good, with room to improve
You're on the right track. Address the warnings above - adding a Content-Security-Policy or enabling HSTS can push you to an A. Fix the issues and hit "Rescan" to update your grade.
AI makes it easy to build apps fast - but speed without security puts users at risk. We scan every listed app's HTTP headers to surface who's shipping responsibly. Security headers like HSTS, CSP, and X-Frame-Options are the baseline defenses every web app should have. A good score tells users: "this builder cares about my safety, not just shipping quickly."
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