Methodology
How we score, rank, and verify.
Every tool on AgentCompare goes through the same pipeline. No private deals change a tool's score; sponsored placements are visually separated from editorial rankings.
1. Data collection
We scrape each vendor's official pricing, features, and integrations pages directly. AI extraction normalises the data into a structured schema; numerical fields (price, seat counts, run quotas) are double-verified by two independent extraction runs that must agree within 5%.
2. Scoring
Each tool gets six independent scores: ease of use, complexity, value for money, integration breadth, AI capability, and enterprise readiness. Scores are normalised within each category — an AI agent isn't compared to a webhook router on the same scale.
3. Verification
Pricing is re-verified nightly. Affiliate links are pinged daily. If pricing drifts more than 20% or a vendor link breaks, the tool is flagged and review queues open before the public page changes.
4. Independence
Rankings are computed automatically from public data. Sponsored placements appear with a "Sponsored" label and never replace the editorial top pick. We disclose every affiliate relationship.
5. AI summaries
Tool summaries, pros/cons, and FAQs are AI-generated from the verified raw data and re-checked against the source text. Banned-phrase filters block "as an AI" hallucinations, and factual claims about pricing or features must match the scraped source.