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Advertiser disclosure

How YixScout reviews AI coding and AI tool recommendations

Our recommendations are based on source-checked pricing, workflow fit, hands-on or editorial evidence, and human review. Affiliate relationships never decide rankings.

Affiliate links disclosed

We disclose affiliate relationships on every page with outbound links.

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Pricing checked regularly

We verify volatile pricing, plan limits, and free tiers every 30-45 days or sooner.

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Human-reviewed workflows

AI coding tools, app builders, and other tool categories are reviewed by workflow fit. No fully automated rankings.

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1

How we make money

YixScout is supported by affiliate commissions. We may earn a commission when you click an outbound link and purchase a plan, at no extra cost to you. This never affects rankings or recommendations.
2

What affects rankings

Every tool is scored across these weighted factors:

Source evidence and freshness
25%
Workflow fit
20%
Pricing, limits, and free tier
20%
Control surface and integration
15%
Risk, privacy, and governance notes
10%
Alternatives and maintenance path
10%

Visible scores use the same weighted factors and are published only when the page has source checks, pricing context, workflow notes, or hands-on evidence to support them.

Scores are evidence-bound editorial ratings, not user aggregate ratings; affiliate relationships never change a score or ranking.

3

What we verify before publishing

Pricing pagePlan limitsFree tierWorkflow fitEvidence notesRisk caveatsLast checked date

We document sources and screenshots so readers can see exactly what we saw.

4

Update cadence

High-volatility AI coding tools and app builders are checked every 30-45 days. Lower-volatility pages are checked at least every 60-90 days. We update immediately when a material change is detected.

What we do not do

No paid rankings

Tools cannot pay to rank higher or be featured.

No unverified bulk AI reviews

Every review is human-written, researched, and verified.

No hidden affiliate links

All affiliate links are disclosed clearly on every page.

No unsupported benchmark claims

We do not publish performance scores without visible evidence or source context.