{"id":1246,"slug":"moving-online-estimator-inaccuracy","title":"Moving industry: online cost calculators \"often cannot reliably predict the true scope\"; reputable movers require in-home/virtual surveys; FMCSA 110% rule applies","kind":"reference","scope":"business","status":"current","audiences":["kevin","smb-owner","candid-team"],"topics":["regulatory-compliance","customer-facing-tools","accuracy-risk-published-data"],"reference_body":"**Claim:** Online moving-cost calculators \"often cannot reliably predict the true scope and cost\" of a move. Lowball online/phone quotes are a recognised scam/complaint pattern. Reputable movers require in-home or virtual surveys. The US FMCSA **110% rule** governs non-binding moving estimates — the carrier cannot demand more than 110% of the estimated charges at delivery.\n\n**Source:** Clancy Moving https://clancymoving.com/blog/2025/april/online-moving-cost-calculator-vs-in-home-estimates-why-you-shouldnt-trust-online-quotes/ ; PODS https://www.pods.com/blog/accurate-moving-cost-estimates ; FreightWaves; moving.tips.\n\n**Confidence:** Verified / Industry-consensus.\n\n**Why this matters for Candid:** Concrete example of an industry where the *legitimate* operators publicly discourage instant-quote calculators precisely because they over-promise. A whole class of SMB verticals follow the same pattern.","rationale_body":null,"metadata":null,"links":{"outgoing":[],"incoming":[{"slug":"research-brief-customer-facing-calculators-smb-june-2026","title":"Research brief: customer-facing calculators & tools for SMBs — the honest case (June 2026)","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"source-incentive-meta-finding-calculators","title":"Source-incentive meta-finding: nearly every \"calculators convert\" source SELLS calculators; independent material clusters on the risks","kind":"reference","scope":"business","link_type":"depends-on"},{"slug":"rule-treat-public-numbers-as-anchors","title":"R7 — Treat every public number on a client site as an anchor; design accordingly","kind":"rule","scope":"business","link_type":"depends-on"}]},"created_at":"2026-06-20T16:50:09.613Z","updated_at":"2026-06-20T16:50:09.613Z"}