Public data exports
These are the exact static JSON models used to render the site. They exist so humans and crawlers can audit the decision logic inputs without scraping HTML.
Snapshot counts
- Products12
- Product families12
- Sources12
- Evidence items20
- Tutorials7
- Buying guides6
- Comparisons7
- Videos5
- Used listings9
Freshness snapshot
Static exports are refreshed from source-backed review, evidence, video, and listing dates.
Dataset modified Jun 3, 2026
- Latest product reviewMay 31, 2026
- Latest evidence checkJun 2, 2026
- Latest tutorial reviewMay 31, 2026
- Latest buying guide reviewMay 31, 2026
- Latest comparison reviewJun 3, 2026
- Latest source videoMay 10, 2026
- Latest used listing checkJun 2, 2026
Review queue
Manual-review and hidden shopping signals that need human verification before they influence confident recommendations.
- Queued listings5
- Manual review4
- Hidden0
- Confidence disagreements4
Canon EOS R10
Stored listing confidence differs from the current matcher; verify photos, item specifics, title terms, and price context.
Stored exact / Review manual review
Canon EOS R50
Stored listing confidence differs from the current matcher; verify photos, item specifics, title terms, and price context.
Stored exact / Review manual review
Fujifilm X-S20
Stored listing confidence differs from the current matcher; verify photos, item specifics, title terms, and price context.
Stored exact / Review manual review
Nikon Z50II
Manual-review confidence means this listing should not be treated as a confident shopping signal until a human checks it.
Stored manual review / Review manual review
Source review queue
Static evidence and coverage gaps that should be reviewed before expanding product claims, comparison routes, tutorials, or safe used/open-box context.
- Queued products8
- Thin evidence2
- No comparison3
- No tutorial5
- No listing3
MacBook Air 13 M4, 16GB, 512GB
Only 1 evidence record is attached.
Evidence 1 / Comparisons 1 / Tutorials 0
MacBook Pro 14 M5 Pro, 18-core CPU, 20-core GPU, 48GB, 1TB
Only 1 evidence record is attached.
Evidence 1 / Comparisons 1 / Tutorials 0
Sony A7 IV
No comparison route currently includes this product.
Evidence 2 / Comparisons 0 / Tutorials 3
Sony ZV-E1
No comparison route currently includes this product.
Evidence 3 / Comparisons 0 / Tutorials 3
All products, sources, evidence, guides, tutorials, comparisons, videos, and listing rules.
Product entities used by /products/* pages.
Family-level grouping, upgrade path, and generation context for product entities.
Source registry used by /sources and evidence panels.
Claim + URL evidence items used across product pages.
Setup and workflow tutorials used by /tutorials/* pages.
Static guide models used to explain fit, tradeoffs, and decision criteria by category.
Static product comparison models used by /compare/* pages.
Product-to-comparison URL map for crawlers and agents resolving related comparison pages.
Source videos and matched product references used by tutorial and evidence surfaces.
Normalized used-market listing signals and confidence levels used for deal context.
Guide-level, product-level, and comparison-level used/open-box confidence rollups for AI agents and crawlers.
Manual-review and hidden listing queue showing which shopping signals need human verification next.
Static evidence and coverage-gap queue showing which products need source, comparison, tutorial, or listing review next.
AI-readable files
These public text files summarize the same source-backed corpus for crawlers and AI systems.
Plain-text crawler guide with key pages, product coverage, confidence thresholds, source registry, and freshness policy.
Markdown summary of the public decision engine, recommendation logic, crawlable hubs, comparison URLs, and evidence coverage.