Build a Social Media History Scanner and Cleanup Tool

1. 1

   Build on data exports, not API sand

   Every major platform offers an official personal data export, and that archive is the stable, terms-compliant substrate: ingest it, parse posts, comments, media, and likes across years, and skip the API arms race that has broken every deleter app repeatedly. Where a platform offers workable APIs for deletion, use them; where it does not, generate a guided manual queue with deep links. Honesty about this per-platform reality is a feature.

2. 2

   Scan like the person who will actually judge

   Model the reviewer, not just keywords: recruiters, admissions officers, licensing boards, and background-check vendors look for slurs, harassment, violence, drugs and alcohol, extreme politics, confidentiality leaks, and pattern-of-judgment signals. Score posts by risk with the reasoning shown, and let users set their context (teacher, nurse, security clearance, public office) because risk is audience-relative.

3. 3

   Keep the human in every deletion

   Auto-delete is the lawsuit-and-regret machine; the product is a ranked review queue with fast keep/delete/archive decisions, bulk selection by category or era ('everything from 2013 to 2016 mentioning parties'), and a personal archive export before anything is removed, because people rightly fear losing their own history. Decisions stay theirs; speed is yours.

4. 4

   Treat the data as radioactive

   You are handling someone's complete social history, including exactly the posts they fear: process locally where feasible, encrypt everything, retain nothing after the engagement by default, never train on user content, and publish the policy in plain language. Privacy posture is not a compliance page here; it is the product's core claim.

5. 5

   Price the moment, then the habit

   A one-time cleanup priced like a career expense (resume-service range) for the acute moment, plus an optional low-cost monitor that re-scans new posts and surfaces forgotten accounts annually. Partnerships with career coaches, university career centers, military transition programs, and clearance-prep communities meet the need exactly when it spikes.

6. 6

   Market with empathy, not fear

   The audience already feels the dread; the brand should feel like a competent friend, not a blackmailer ('your past is showing'). Content that answers the searched questions (do employers really check, how far back, what gets people rescinded) earns trust and traffic; the B2B corporate reputation world is a different business on this site and deliberately not this product.

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