Creator Trust Lens: Instagram Review

Review Instagram creators with trust scores, comment analysis, engagement signals, and clear confidence levels.

Evaluate Instagram creators before a campaign with Creator Trust Lens, a local creator review and influencer vetting tool for brands, agencies, and marketing teams. Run a guided review from a public creator profile, manually load the comments you want to include, and receive an evidence-led creator trust score with a clearly stated confidence level. The engagement analysis highlights repeated comments, low-information replies, recurring commenter groups, audience diversity, engagement variation, comment-to-like balance, sample completeness, and available historical changes. Use the report for creator due diligence, influencer screening, and campaign research. The score is a screening aid, not a fraud verdict. Creator Trust Lens does not label creators as fake and does not claim to prove how engagement was obtained. Smaller or incomplete samples receive lower confidence, and a score is withheld when evidence is insufficient. Key features: - Quick, Standard, and Deep creator review targets - Passive collection while you manually scroll visible comments - Comment-quality and engagement-signal evidence cards - Confidence and sample-coverage indicators - Age-normalized and media-aware engagement comparisons - Bounded local history for repeat scans - Branded PDF and Excel-compatible XLS exports - Local browser processing with no Creator Trust Lens account - One-click deletion of all extension-local data Current scope: public Instagram creator profiles in Chrome on desktop. Page markup can change, so collection availability may vary by page and account state. Creator Trust Lens is an independent product and is not affiliated with, endorsed by, or sponsored by Instagram or Meta.