Automotive glass replacement shops

Collision is not mechanical repair with paint on it — the insurer sits in the middle. In the independent mechanical shop (see the 8111 record) the shop owner is the buyer and picks a shop-management system on its merits, which is why Tekmetric, Shopmonkey and AutoLeap could win shops one at a time. In collision the bill is usually paid by an insurer, the estimate has to be written in an estimating system the insurer's claims desk accepts, and direct-repair programmes (DRPs) route the work. The shop pays the subscription; the insurer largely chooses it. A 2019 Collision Advice–CRASH Network survey found 51.2% of Audatex users and 35% of Mitchell users named an insurer mandate as their main reason for having it, and 30.3% of shops ran more than one estimating system [B]. Shopmonkey, which a vertical-software list files under auto body, is general auto repair: its home page lists auto repair, tire, quick lube, heavy duty and wrap/detail shops and never mentions collision or an estimating integration [C]. The incumbent is a listed, 41%-margin network. CCC Intelligent Solutions (NYSE: CCCS) reported $1.057B of FY2025 revenue (+12%) and $436.0M adjusted EBITDA (41%) [A]. Its 10-K says it serves more than 300 insurers including 27 of the top 30 US auto carriers, more than 30,500 repair facilities and 6,000+ parts and diagnostics suppliers, and that its technology "facilitates the majority of the automotive insurance DRP in the U.S." [A]. Repair Solutions — software sold to shops — was about 43% of 2025 revenue, nearly all of it software [A]; that implies roughly $450M a year from repairers alone. In the 2019 survey 83.7% of shops had CCC installed against 27.9% for Mitchell and 23.7% for Audatex [B]. The other two seats are private-equity owned and buying. Mitchell sits inside Enlyte (Stone Point Capital bought it from KKR and Elliott in 2018) [B] and agreed in December 2025 to buy PartsTrader, the insurer-backed parts-procurement marketplace [B]. Solera — Audatex, Qapter — was taken private by Vista Equity Partners for about $6.5B including net debt in 2015 [B]. Even the parts layer has a new private-equity owner: Francisco Partners bought a majority of OEConnection (CollisionLink) in November 2025 [B]. Where the money is going is around the estimate, not into it. Tractable (AI photo estimating, sold mainly to insurers; $65M Series E led by SoftBank Vision Fund 2, 2023) [B], Partly (AI parts identification; $50M at a $500M valuation led by DST Global, June 2026) [B] and Revv (ADAS calibration reporting for body and mechanical shops; $20M Series A led by Left Lane Capital, 2024) [B] all sell tools that plug into the estimating system rather than replace it. Canada is the same, only more so: in BC the single insurer, ICBC, runs its repair programme on Mitchell's estimating tools [A], so a BC body shop's software choice follows the insurer, not the shop. Incumbent vulnerability decides it — there is no shop-by-shop wedge into a market where the payer picks the system.