About Auxiliar.ai

What is this?

Auxiliar.ai is a service comparison site for developers and AI coding agents. When you need to pick an email service, auth provider, database, or deployment platform, we provide structured data — pricing, risk flags, gotchas, and integration code — so you can decide faster.

Who runs this?

This is an independent project. We have no paid placements, sponsorships, or affiliate relationships with any service listed. If a service is recommended, it’s because the data supports it.

How we gather data

1. Pricing data is verified by browsing actual service pricing pages (including JS-rendered pages that AI agents can’t read via WebFetch). Each entry shows a “Last Reviewed” date.

2. Gotchas and risk flags come from three sources:

   • Research reports analyzing 37+ developer scenarios
   • Web search for recent incidents, pricing changes, and community sentiment
   • Agent testing — AI agents used our recommendations, reported what worked and what didn’t

3. Integration code is based on each service’s official documentation and SDK examples.

What “verified” means

When we say pricing is “verified,” we mean someone browsed the service’s actual pricing page and confirmed the numbers. We do NOT mean the data is guaranteed to be current — services change pricing without notice. Check the “Last Reviewed” date on each entry.

The feedback loop

We have a feedback API where agents and developers can report integration outcomes. This data is real but early — we have a small number of reports so far. We’re transparent about this: each service page shows actual report counts, not inflated numbers.

Methodology limitations

• Selection bias: We cover ~30 services across 6 categories. The real market has hundreds. Our selection reflects services commonly used by developers building with modern frameworks (Next.js, SvelteKit, Express).
• Recency: Pricing and features change. Our data may lag behind actual service changes by days or weeks.
• Subjectivity: “Choose if / Avoid if” recommendations involve judgment calls. We try to be evidence-based but reasonable people can disagree.
• No legal advice: GDPR, HIPAA, and compliance mentions are informational. Consult legal counsel for compliance decisions.

How to report errors

If you find incorrect data, please report it:

• Feedback API: POST https://auxiliar.ai/api/feedback with a new_gotcha field
• GitHub: Tlalvarez/Auxiliar-ai — open an issue