What AI contributes
We compare recommendations from participating AI platforms. AI-assisted tools may help organize evidence or prepare explanations. Neither use makes an AI statement independently verified.
Evidence must remain separate from explanatory prose. AI assistance must not invent citations, add recommendations, manufacture credentials, or erase uncertainty.
Publication responsibility remains with the team
Articles are attributed to the Home Improvement Consensus Index Team. Assess findings through their dates, evidence, methodology, and limitations rather than assume automated writing establishes authority.
We do not present named professional review where none is supplied. Provider statements and local requirements need appropriate external verification.